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linecap="round" linejoin="round"></path><path d="M2.25 14.25H15.75" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div><div class="ml-4 flex text-sm leading-6 whitespace-nowrap min-w-0 space-x-3 overflow-hidden"><div class="flex items-center space-x-3 shrink-0"><span>APIs</span><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" class="size-3 text-gray-400 shrink-0"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div><div class="font-semibold text-gray-900 truncate dark:text-gray-200 min-w-0 flex-1">Authentication</div></div></button></div><div class="hidden lg:flex px-12 h-12"><div class="nav-tabs h-full flex text-sm gap-x-6"><a class="link nav-tabs-item group relative h-full gap-2 flex items-center font-medium text-gray-600 dark:text-gray-400 hover:text-gray-800 dark:hover:text-gray-300" href="/guides/get-started/overview">Guides<div class="absolute bottom-0 h-[1.5px] w-full left-0 group-hover:bg-gray-200 dark:group-hover:bg-gray-700"></div></a><a class="link nav-tabs-item group relative h-full gap-2 flex items-center font-medium hover:text-gray-800 dark:hover:text-gray-300 text-gray-800 dark:text-gray-200 [text-shadow:-0.2px_0_0_currentColor,0.2px_0_0_currentColor]" data-active="true" aria-current="location" href="/reference/api/introduction">Reference<div class="absolute bottom-0 h-[1.5px] w-full left-0 bg-primary dark:bg-primary-light"></div></a><a class="link nav-tabs-item group relative h-full gap-2 flex items-center font-medium text-gray-600 dark:text-gray-400 hover:text-gray-800 dark:hover:text-gray-300" href="/examples/notebooks">Examples<div class="absolute bottom-0 h-[1.5px] w-full left-0 group-hover:bg-gray-200 dark:group-hover:bg-gray-700"></div></a><a class="link nav-tabs-item group relative h-full gap-2 flex items-center font-medium text-gray-600 dark:text-gray-400 hover:text-gray-800 dark:hover:text-gray-300" href="/models/overview">Models<div class="absolute bottom-0 h-[1.5px] w-full left-0 group-hover:bg-gray-200 dark:group-hover:bg-gray-700"></div></a><a class="link nav-tabs-item group relative h-full gap-2 flex items-center font-medium text-gray-600 dark:text-gray-400 hover:text-gray-800 dark:hover:text-gray-300" href="/integrations/overview">Integrations<div class="absolute bottom-0 h-[1.5px] w-full left-0 group-hover:bg-gray-200 dark:group-hover:bg-gray-700"></div></a><a class="link nav-tabs-item group relative h-full gap-2 flex items-center font-medium text-gray-600 dark:text-gray-400 hover:text-gray-800 dark:hover:text-gray-300" href="/troubleshooting/contact-support">Troubleshooting<div class="absolute bottom-0 h-[1.5px] w-full left-0 group-hover:bg-gray-200 dark:group-hover:bg-gray-700"></div></a><a class="link nav-tabs-item group relative h-full gap-2 flex items-center font-medium text-gray-600 dark:text-gray-400 hover:text-gray-800 dark:hover:text-gray-300" href="/release-notes/2026">Releases<div class="absolute bottom-0 h-[1.5px] w-full left-0 group-hover:bg-gray-200 dark:group-hover:bg-gray-700"></div></a></div></div><style>:root{--topbar-tabs-height:3rem}</style></div></div></header><div class="scroll-mt-(--scroll-mt) peer-[.is-custom]:max-w-none peer-[.is-center]:max-w-3xl peer-[.is-not-custom]:peer-[.is-not-center]:max-w-8xl peer-[.is-not-custom]:px-4 peer-[.is-not-custom]:mx-auto peer-[.is-not-custom]:lg:px-8 peer-[.is-wide]:lg:*:last:max-w-216 peer-[.is-not-custom]:peer-[.is-not-center]:lg:flex peer-[.is-custom]:[&amp;&gt;:first-child]:hidden! peer-[.is-custom]:[&amp;&gt;:first-child]:sm:hidden! peer-[.is-custom]:[&amp;&gt;:first-child]:md:hidden! peer-[.is-custom]:[&amp;&gt;:first-child]:lg:hidden! peer-[.is-custom]:[&amp;&gt;:first-child]:xl:hidden! peer-[.is-center]:[&amp;&gt;:first-child]:hidden! peer-[.is-center]:[&amp;&gt;:first-child]:sm:hidden! peer-[.is-center]:[&amp;&gt;:first-child]:md:hidden! peer-[.is-center]:[&amp;&gt;:first-child]:lg:hidden! peer-[.is-center]:[&amp;&gt;:first-child]:xl:hidden!"><nav aria-label="Pages" class="z-20 hidden lg:block sticky self-start shrink-0 w-[18rem] top-[calc(var(--mintlify-slot-header-height,calc(4rem+var(--topbar-tabs-height,0rem)))+var(--banner-height,2.5rem))] h-[calc(100dvh-var(--mintlify-slot-header-height,calc(4rem+var(--topbar-tabs-height,0rem)))-var(--banner-height,2.5rem))]" id="sidebar"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px" data-component-part="scroll-area" id="sidebar-content" class="min-w-0 absolute! inset-0 z-10"><div role="presentation" data-id="base-ui-_R_2tbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] pr-8 pb-10 base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" style="min-width:fit-content" data-component-part="scroll-area-content" class="min-w-0! w-full"><div class="relative lg:text-sm lg:leading-6"><div class="sticky top-0 h-8 pointer-events-none z-10 bg-linear-to-b from-background-light dark:from-background-dark"></div><div id="navigation-items"><button type="button" tabindex="0" aria-haspopup="menu" id="base-ui-_R_rratbsnlhjiuasnpfiutb_" class="group disabled:pointer-events-none [&amp;&gt;span]:line-clamp-1 overflow-hidden group focus-visible:outline-2 focus-visible:-outline-offset-2 focus-visible:outline-primary dark:focus-visible:outline-primary-light text-sm text-gray-950/50 dark:text-white/50 group-hover:text-gray-950/70 dark:group-hover:text-white/70 nav-dropdown-trigger mb-4 z-10 group flex w-full items-center pl-2 pr-3.5 py-1.5 rounded-[0.85rem] border border-gray-200/70 dark:border-white/[0.07] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 gap-1"><div class="nav-dropdown-item-icon size-8 flex items-center justify-center rounded-lg shrink-0 border border-gray-200/70 dark:border-white/[0.07]"><svg class="forced-colors:forced-color-adjust-none forced-colors:bg-[color:CanvasText]! size-4 bg-primary dark:bg-primary-light" aria-hidden="true" focusable="false" style="-webkit-mask-image:url(&quot;https://d3gk2c5xim1je2.cloudfront.net/fontawesome/v7.2.0/solid/database.svg&quot;);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(&quot;https://d3gk2c5xim1je2.cloudfront.net/fontawesome/v7.2.0/solid/database.svg&quot;);mask-repeat:no-repeat;mask-position:center"></svg></div><div class="nav-dropdown-item-text-container flex-1 px-1 flex flex-col grow text-left"><p class="nav-dropdown-item-title text-base lg:text-sm font-medium text-gray-800 dark:text-gray-300">Pinecone Database</p></div><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 rotate-90"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></button><div class="mt-6 lg:mt-8"><div class="sidebar-group-header flex items-center gap-2.5 pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200"><h3 class="sidebar-title text-[length:inherit] font-[inherit] leading-[inherit]"><span>APIs</span></h3></div><ul class="sidebar-group space-y-px"><li id="/reference/api/introduction" class="relative scroll-m-4 first:scroll-m-20" data-title="Introduction"><a class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/reference/api/introduction"><div class="flex-1 flex min-w-0 items-start gap-x-2.5"><div class="flex min-w-0 flex-1 flex-wrap items-center gap-1.5 [word-break:break-word]"><span class="min-w-0 max-w-full break-words hyphens-auto">Introduction</span></div></div></a></li><li id="/reference/api/authentication" class="relative scroll-m-4 first:scroll-m-20" data-title="Authentication" data-active="true" data-active-nav-item="true"><a class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] bg-primary/10 text-primary [text-shadow:-0.2px_0_0_currentColor,0.2px_0_0_currentColor] dark:text-primary-light dark:bg-primary-light/10" style="padding-left:1rem" aria-current="page" href="/reference/api/authentication"><div class="flex-1 flex min-w-0 items-start gap-x-2.5"><div class="flex min-w-0 flex-1 flex-wrap items-center gap-1.5 [word-break:break-word]"><span class="min-w-0 max-w-full break-words hyphens-auto">Authentication</span></div></div></a></li><li id="/reference/api/versioning" class="relative scroll-m-4 first:scroll-m-20" data-title="Versioning"><a class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/reference/api/versioning"><div class="flex-1 flex min-w-0 items-start gap-x-2.5"><div class="flex min-w-0 flex-1 flex-wrap items-center gap-1.5 [word-break:break-word]"><span class="min-w-0 max-w-full break-words hyphens-auto">Versioning</span></div></div></a></li><li data-title="Limits" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Limits</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li id="/reference/api/errors" class="relative scroll-m-4 first:scroll-m-20" data-title="Errors"><a class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/reference/api/errors"><div class="flex-1 flex min-w-0 items-start gap-x-2.5"><div class="flex min-w-0 flex-1 flex-wrap items-center gap-1.5 [word-break:break-word]"><span class="min-w-0 max-w-full break-words hyphens-auto">Errors</span></div></div></a></li></ul></div><div class="mt-6 lg:mt-8"><div class="sidebar-group-header flex items-center gap-2.5 pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200"><h3 class="sidebar-title text-[length:inherit] font-[inherit] leading-[inherit]"><span>Database</span></h3></div><ul class="sidebar-group space-y-px"><li data-title="Indexes" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Indexes</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Namespaces" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Namespaces</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Vectors" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Vectors</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Search" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Search</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Imports" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Imports</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Backups" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Backups</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Backup schedules" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Backup schedules</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li></ul></div><div class="mt-6 lg:mt-8"><div class="sidebar-group-header flex items-center gap-2.5 pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200"><h3 class="sidebar-title text-[length:inherit] font-[inherit] leading-[inherit]"><span>Inference</span></h3></div><ul class="sidebar-group space-y-px"><li data-title="Embed" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Embed</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Rerank" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Rerank</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Models" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Models</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li></ul></div><div class="mt-6 lg:mt-8"><div class="sidebar-group-header flex items-center gap-2.5 pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200"><h3 class="sidebar-title text-[length:inherit] font-[inherit] leading-[inherit]"><span>Admin</span></h3></div><ul class="sidebar-group space-y-px"><li data-title="API keys" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>API keys</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Projects" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Projects</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Service accounts" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Service accounts</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Users" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Users</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Invites" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Invites</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Role bindings" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Role bindings</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li></ul></div><div class="mt-6 lg:mt-8"><div class="sidebar-group-header flex items-center gap-2.5 pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200"><h3 class="sidebar-title text-[length:inherit] font-[inherit] leading-[inherit]"><span>SDKs</span></h3></div><ul class="sidebar-group space-y-px"><li id="/reference/pinecone-sdks" class="relative scroll-m-4 first:scroll-m-20" data-title="Pinecone SDKs overview"><a class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/reference/pinecone-sdks"><div class="flex-1 flex min-w-0 items-start gap-x-2.5"><div class="flex min-w-0 flex-1 flex-wrap items-center gap-1.5 [word-break:break-word]"><span class="min-w-0 max-w-full break-words hyphens-auto">Pinecone SDKs overview</span></div></div></a></li><li data-title="Python" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Python</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Node.js" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Node.js</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Java" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Java</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li><li data-title="Go" data-group-tag="" class="space-y-px"><button class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" aria-expanded="false"><div class=""><span>Go</span></div><div class="h-[1lh] flex items-center shrink-0"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 w-2 h-[1lh] -mr-0.5"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></button></li></ul></div><div class="mt-6 lg:mt-8"><div class="sidebar-group-header flex items-center gap-2.5 pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200"><h3 class="sidebar-title text-[length:inherit] font-[inherit] leading-[inherit]"><span>CLI</span></h3></div><ul class="sidebar-group space-y-px"><li id="/reference/cli/quickstart" class="relative scroll-m-4 first:scroll-m-20" data-title="Quickstart"><a class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/reference/cli/quickstart"><div class="flex-1 flex min-w-0 items-start gap-x-2.5"><div class="flex min-w-0 flex-1 flex-wrap items-center gap-1.5 [word-break:break-word]"><span class="min-w-0 max-w-full break-words hyphens-auto">Quickstart</span></div></div></a></li><li id="/reference/cli/command-reference" class="relative scroll-m-4 first:scroll-m-20" data-title="Command reference"><a class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/reference/cli/command-reference"><div class="flex-1 flex min-w-0 items-start gap-x-2.5"><div class="flex min-w-0 flex-1 flex-wrap items-center gap-1.5 [word-break:break-word]"><span class="min-w-0 max-w-full break-words hyphens-auto">Command reference</span></div></div></a></li><li id="/reference/cli/authentication" class="relative scroll-m-4 first:scroll-m-20" data-title="Authentication"><a class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 break-words hyphens-auto rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/reference/cli/authentication"><div class="flex-1 flex min-w-0 items-start gap-x-2.5"><div class="flex min-w-0 flex-1 flex-wrap items-center gap-1.5 [word-break:break-word]"><span class="min-w-0 max-w-full break-words hyphens-auto">Authentication</span></div></div></a></li><li id="/reference/cli/target-context" class="relative scroll-m-4 first:scroll-m-20" data-title="Target context"><a class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/reference/cli/target-context"><div class="flex-1 flex min-w-0 items-start gap-x-2.5"><div class="flex min-w-0 flex-1 flex-wrap items-center gap-1.5 [word-break:break-word]"><span class="min-w-0 max-w-full break-words hyphens-auto">Target context</span></div></div></a></li></ul></div><div class="mt-6 lg:mt-8"><div class="sidebar-group-header flex items-center gap-2.5 pl-4 mb-3.5 lg:mb-2.5 font-semibold text-gray-900 dark:text-gray-200"><h3 class="sidebar-title text-[length:inherit] font-[inherit] leading-[inherit]"><span>Tools</span></h3></div><ul class="sidebar-group space-y-px"><li id="/reference/tools/pinecone-spark-connector" class="relative scroll-m-4 first:scroll-m-20" data-title="Spark-Pinecone connector"><a class="group flex items-start pr-3 py-1.5 cursor-pointer gap-x-3 text-left focus-visible:-outline-offset-2 rounded-xl w-full outline-offset-[-1px] hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300" style="padding-left:1rem" href="/reference/tools/pinecone-spark-connector"><div class="flex-1 flex min-w-0 items-start gap-x-2.5"><div class="flex min-w-0 flex-1 flex-wrap items-center gap-1.5 [word-break:break-word]"><span class="min-w-0 max-w-full break-words hyphens-auto">Spark-Pinecone connector</span></div></div></a></li></ul></div><script>(function () {
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  --background: #FBFBFC;
  --paper: #FFFFFF;
  --surface: #F2F3F6;
  --divider: #D8DDDF;
  --secondary: #72788D;
  --error: #E31957;
  --warning: #DD815D;
  --success: #15B077;
  --info: #0028FF;
  --text-primary: #1C1917;
  --text-secondary: #72788D;
  --text-disabled: #121142;
  --white: #FFFFFF;
  --black: #121142;
  --overlay: #2B3244;
  --border: #e7e5e4;
}

.dark {
  --brand-blue: #1E86EE;
  --primary-main: #002BFF;
  --primary-dark: #222160;
  --text-contrast: #FFFFFF;
  --background: #171717;
  --paper: #1E1E1E;
  --surface: #252525;
  --divider: #2A2A2A;
  --secondary: #72788D;
  --error: #E31957;
  --warning: #DD815D;
  --success: #15B077;
  --info: #0028FF;
  --text-primary: #FFFFFF;
  --text-secondary: #A0A0A0;
  --text-disabled: #666666;
  --white: #FFFFFF;
  --black: #000000;
  --overlay: #2B3244;
  --border: #303030;
}

.dark .dark-inverted {
  filter: invert(1);
}

#topbar-cta-button {
  margin-left: 1rem;
}

#topbar-cta-button > a {
  display: flex;
  align-items: center;
  padding: 0.375rem 1rem !important;
  gap: 0.5rem;
  background-color: var(--brand-blue);
  color: var(--text-contrast) !important;
  border-radius: 0.25rem;
  font-weight: 500;
  letter-spacing: 0.4px;
}

#topbar-cta-button a:hover {
  background-color: var(--primary-dark) !important;
}


/* #topbar-cta-button span {
  border-radius: 4px;
  font-weight: 500;
  letter-spacing: 0.4px;
} */

/* #topbar-cta-button div > svg {
  display: none;
} */

/* inserting svg via :after isn't working for some reason, used js instead */
/* #topbar-cta-button div::after {
  content: url('data:image/svg+xml;utf8,<svg width="20" height="20" viewBox="0 0 20 20" fill="none" xmlns="http://www.w3.org/2000/svg"><g id="Icon Right"><path id="Vector" d="M8.08906 5L6.91406 6.175L10.7307 10L6.91406 13.825L8.08906 15L13.0891 10L8.08906 5Z" fill="white"/></g></svg>');
  content: "test";
  display: block;
  width: 20px;
  height: 20px;
  margin-left: 8px;
  background-image: url('data:image/svg+xml;utf8,<svg width="20" height="20" viewBox="0 0 20 20" fill="none" xmlns="http://www.w3.org/2000/svg"><g id="Icon Right"><path id="Vector" d="M8.08906 5L6.91406 6.175L10.7307 10L6.91406 13.825L8.08906 15L13.0891 10L8.08906 5Z" fill="white"/></g></svg>');
  background-color: #000000;
  background-size: contain;
  background-repeat: no-repeat;
  background-position: center;
} */


.documentation-link {
  color: var(--brand-blue);
  text-decoration: none;
}

.documentation-link:hover {
  color: #000000;
  /* Black color when hovering */
}

.custom-button {
  display: inline-block;
  padding: 2px 8px;
  background-color: var(--surface);
  color: var(--text-primary);
  /* Text color */
  border: 1px solid var(--border);
  /* Border color */
  border-radius: 25px;
  /* Rounded borders */
  text-align: center;
  user-select: none;
  transition: background-color 0.3s ease;
  /* Smooth transition for background color */
}

/* Change the button color on hover (make it unclickable) */
.custom-button:hover {
  background-color: var(--primary-main);
  color: var(--text-contrast);
}

/* Adjust the width for the second column */
/* td:nth-child(2) {
  width: 200px; /* Adjust the width as per your requirement
} */

/* 
Add an announcement bar 
TODO: This can be version specific if you add a page-specific class/ID, but it doesn't seem to work for the OpenAI docs without rewriting the JSON
*/
/*  #navbar:before {
  background-color: #ff4c04;
  content: "The legacy version of the API, which required regional URLs for control plane operations, is deprecated as of April 15, 2024 and will be removed in a future, to be announced, release.";
  color: rgb(255, 255, 255);
  display: block;
  text-align: center;
  padding: 6px;
  font-size: 90%;
}
*/
/* Text color */
/* body {
  color: #121142 !important;
} */

/* Header */
#navbar {
  background: var(--background);
  position: fixed;
  /* position: sticky !important; */
  /* top: 0 !important; */
}

#navbar-transition {
  border-bottom: 1px solid var(--border);
}

#navbar .max-w-8xl {
  max-width: 100%;
}

/* Logo + "Docs" text + version select */
#navbar>div:first-of-type>div:first-of-type>div:first-of-type>div:first-of-type {
  flex: initial;
}

#navbar>div:first-of-type>div:first-of-type>div:first-of-type>div:first-of-type>a:first-of-type {
  flex: initial;
  display: flex;
}

#navbar img[alt="logo"] {
  max-width: 150px;
  min-width: 150px;
}

/* Ensure logo has min width*/
#navbar > div > div > div > div > div > div.flex-1.flex.items-center > a:first-child {
  min-width: 209px;
}

/* Version select */
[aria-haspopup="menu"] {
  border-radius: 0.25rem;
  border: 1px solid var(--border);
  background-color: transparent !important;
  color: var(--text-primary)
}

[aria-labelledby="headlessui-menu-button-:r0:"] {
  width: 11rem;
}

/* Right side nav container */
#navbar>div:first-of-type>div:first-of-type>div:first-of-type>div:nth-of-type(3) {
  flex: initial;
  margin-left: 0;
}

/* Prevent nav items from shrinking */
#navbar>div:first-of-type>div:first-of-type>div:first-of-type>div:nth-of-type(3)>nav {
  flex-shrink: 0;
}

/* nav links */
#navbar nav a {
  color: var(--text-primary);
  padding: 0.6rem 1rem;
  transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1);
}

/* #navbar a:hover {
  background-color: var(--paper);
  border-radius: 0.25rem;
} */

#navbar nav ul li:not(:last-of-type) {
  margin-left: 0;
}

/* Hide dark mode toggle */
/* #navbar>div:first-of-type>div:first-of-type>div:first-of-type>div:nth-of-type(3)>div {
  display: none;
} */

/* Second nav container */
/* Links */
#navbar a {
  color: var(--text-primary);
  margin: 0;
  padding-left: 0.875rem;
  padding-right: 0.875rem;
}

#navbar .nav-tabs {
  gap: 0 !important;
}

/* Selected links */
#navbar a.font-semibold {
  color: var(--brand-blue);
  border-bottom-width: 0.1875rem;
  border-color: var(--brand-blue);
}

#navbar div.absolute.bottom-0 {
  display: none;
}

/* Sidebar */
#sidebar {
  left: 0rem;
  padding-left: 3rem;
  background: var(--background);
  border-right: 1px solid var(--border);
  /* position: sticky; */
  /* flex-shrink: 0; */
  /* top: 0; */
}

#sidebar div.sticky {
  visibility: hidden;
}

#sidebar-content {
  padding-left: 2rem;
}

/* Sidebar headings and link color */
#sidebar-content h5,
#sidebar a,
#sidebar li div {
  color: var(--text-primary);
}

/* Sidebar Introduction link */
#sidebar>div>ul>div:first-of-type>li:only-of-type {
  margin-left: 0;
}

#sidebar>div>ul>div:first-of-type>li:only-of-type>a {
  font-weight: 600;
}

/* Nav items */
#navigation-items>div>ul>li {
  margin-left: 0.75rem;
}

/* Selected nav items */
#navigation-items>div>ul>li a.font-semibold {
  font-weight: 400;
  background-color: var(--surface);
}

#navigation-items #mobile-divider {
  display: none;
}

/* Main content area */
/* main > div:first-of-type > div:last-of-type > div:first-of-type {
  display: flex;
} */
@media screen and (min-width: 1024px) {
  #content-area>div:first-child:not(#header)>div.relative.w-full.flex.items-center.justify-center:first-child {
    margin-top: 7rem
  }
}


/* Content container */
/* #content-container {
  padding-left: 3.5rem !important;
} */
#content-container>div {
  padding-top: 10rem;
}

@media (min-width: 1024px) {
  #content-container>div {
    gap: 3rem;
  }

  #content-container #table-of-contents {
    padding-left: 0;
  }
}

/* Title eyebrow */
#header .eyebrow {
  text-transform: uppercase;
  color: var(--text-primary);
  font-size: 0.625rem;
  letter-spacing: 1px;
  line-height: 160%;
}

/* Hide empty eyebrow */
#header .eyebrow:empty {
  display: none;
}

/* Title container */
#header>div:first-of-type>div:nth-of-type(2) {
  margin-top: 0;
}

/* Title */
#header h1 {
  color: var(--text-primary);
}

/* Article text */
.prose h2,
.prose h3,
.prose h4,
.prose p,
.prose li {
  color: var(--text-primary);
}

.prose table th, .prose table td {
  color: var(--text-primary) !important;
}

.prose a {
  color: var(--brand-blue) !important;
  font-weight: 400;
}

/* Overwrite tailwind max-width */
.max-w-8xl {
  max-width: 94.5rem;
}

.card {
  box-shadow: none;
  border: 1px solid var(--border) !important;
  border-radius: 0.25rem;
  transition: box-shadow 0.3s ease;
  background-color: var(--paper) !important;
}

.card:hover {
  border: 1px solid var(--border) !important;
}

:not(.dark) .card:hover {
  box-shadow: 0px 5px 5px -3px rgba(163, 169, 175, 0.20), 0px 8px 10px 1px rgba(163, 169, 175, 0.14), 0px 3px 14px 2px rgba(163, 169, 175, 0.12) !important;
}

.dark .card:hover {
  box-shadow: none !important;
}

.card>div {
  padding: 1.5rem;
}

.card h2,
.example-card h2 {
  font-size: 1.25rem;
}

.card p,
.example-card p, .example-card span[data-as="p"] {
  margin-top: 0.625rem;
  font-size: 0.875rem;
  color: var(--text-primary);
}

.card .eyebrow {
  font-size: 0.625rem;
  text-transform: uppercase;
  line-height: 160%;
  letter-spacing: 1px;
}

.card .integration-logo { 
  width: 3.125rem;  
  height: 3.125rem; 
  display: flex; 
  justify-content: center; 
  align-items: center; 
} 
.card .integration-logo-long { 
  width: 5.125rem; 
  height: 3.125rem; 
  display: flex; 
  justify-content: center; 
  align-items: center; 
}

.card-grid {
  display: grid;
  gap: 1.5rem;
}

@media (min-width: 640px) {
  .card-grid {
    grid-template-columns: 1fr 1fr;
  }
}

@media (min-width: 1024px) {
  .card-grid {
    grid-template-columns: 1fr 1fr 1fr;
  }
}

.example-card {
  box-shadow: none;
  border: 1px solid var(--border);
  border-radius: 0.25rem;
  transition: box-shadow 0.3s ease;
  padding: 1.5rem;
  display: flex;
  flex-direction: column;
  flex-grow: 1;
  background-color: var(--paper);
}

.example-card .arrow {
  margin-left: auto;
  margin-top: auto;
  opacity: 0;
  transition: opacity 0.3s ease;
}

.example-card:hover .arrow {
  opacity: 1;
}

.example-card:hover {
  border: 1px solid var(--border) !important;
}

:not(.dark) .example-card:hover {
  box-shadow: 0px 5px 5px -3px rgba(163, 169, 175, 0.20), 0px 8px 10px 1px rgba(163, 169, 175, 0.14), 0px 3px 14px 2px rgba(163, 169, 175, 0.12);
}

.dark .example-card:hover {
  box-shadow: none !important;
}

.example-card .tags {
  display: flex;
  flex-wrap: wrap;
  gap: 0.75rem;
  margin-top: 1.5rem;
}

.example-card .card-tag {
  border-radius: 1rem;
  background-color: var(--background);
  color: var(--text-primary);
  font-size: 0.8125rem;
  line-height: 138%;
  letter-spacing: 0.16px;
  padding: 0.1875rem 0.375rem;
  display: flex;
  gap: 0.375rem;
  align-items: center;
}

.example-card .vectors {
  color: var(--background);
  display: flex;
  flex-wrap: wrap;
  justify-content: space-between;
  gap: 1rem;
  font-size: 0.875rem;
  line-height: 150%;
  letter-spacing: 0.15px;
  padding-top: 2.875rem;
  margin-top: auto;
}

.examples-h2 {
  font-size: 1.25rem;
  margin-bottom: 1.5rem;
}

/* Integrations related articles */
#related-articles {
  display: flex;
  flex-direction: column;
  width: 100%;
}

#related-articles h2 {
  color: var(--text-primary);
  font-size: 1.25rem;
  font-weight: 600;
  letter-spacing: 0.15px;
  line-height: 150%;
  margin-bottom: 1rem;
}

#related-articles a {
  padding: 1.0625rem 0;
  display: flex;
  align-items: flex-start;
  justify-content: space-between;
  gap: 1rem;
  color: var(--text-primary);
  font-size: 0.875rem;
  line-height: 150%;
  letter-spacing: 0.15px;
}

#related-articles a:not(:last-of-type) {
  border-bottom: 1px solid var(--border);
}

#related-articles a:hover {
  opacity: 0.7;
}

#related-articles a>svg {
  flex-shrink: 0;
}

/* Integrations back button */
#back-button {
  display: flex;
  gap: 0.5rem;
  align-items: center;
  color: var(--text-primary) !important;
  font-size: 0.875rem;
  line-height: 150%;
  letter-spacing: 0.15px;
  margin-bottom: 1.5rem;
}

#back-button:hover {
  opacity: 0.7;
}

#back-button>svg {
  flex-shrink: 0;
}

/* Sample apps */

.sample-app {
  color: var(--text-primary);
}

.sample-app h2 {
  font-size: 2.125rem;
  font-weight: 600;
  line-height: 123.5%;
  letter-spacing: 0.25px;
}

.sample-app h2:not(:first-of-type) {
  margin: 4rem 0 0 0;
}

.sample-app h2:first-of-type {
  margin: 0;
}

.sample-app h3 {
  font-size: 1.25rem;
  font-weight: 600;
  line-height: 150%;
  letter-spacing: 0.15px;
  margin: 3rem 0 0 0;
}

.sample-app h4 {
  font-size: 0.875rem;
  font-weight: 700;
  line-height: 150%;
  letter-spacing: 0.15px;
  margin: 3rem 0 0 0;
}

.sample-app p,
.sample-app ul {
  margin: 1.5rem 0 0 0;
  font-size: 0.875rem;
  list-style-type: disc;
}

.sample-app li::before {
  display: none;
}

.sample-app li {
  padding-left: 0 !important;
  margin-left: 1.25rem;
}

.sample-app li::marker {
  color: var(--text-primary);
}

.sample-app-heading {
  display: flex;
  flex-direction: column;
  align-items: center;
  text-align: center;
}

.sample-app-heading .eyebrow {
  color: var(--text-primary);
  font-size: 0.625rem;
  line-height: 160%;
  letter-spacing: 1px;
  text-transform: uppercase;
}

.sample-app-heading h1 {
  color: var(--text-primary);
  margin: 0.5rem 0 0 0;
  font-size: 2.125rem;
  font-weight: 600;
  line-height: 123.5%;
  letter-spacing: 0.25px;
}

.sample-app-heading p {
  color: var(--text-primary);
  margin: 0.5rem 0 1.5rem 0;
  font-size: 1.25rem;
  font-weight: 600;
  line-height: 150%;
  letter-spacing: 0.15px;
}

/* Sample apps content area with sidebar */
.sample-app-split {
  display: flex;
  flex-direction: column;
  gap: 3rem;
}

.sample-app-split .sidebar a:not(.connect-with-pinecone) {
  font-size: 0.875rem;
  color: var(--text-primary);
  border-bottom: none;
}

.sample-app-split .toc-list {
  display: flex;
  flex-direction: column;
  gap: 1rem;
}

.sample-app-split .toc-list a.bold {
  font-weight: 700;
  margin-top: 0.5rem;
}

.sample-app-split>.content.no-margin>p:first-of-type {
  margin-top: 0 !important;
}

.connect-with-pinecone {
  border: 1px solid var(--border);
  border-radius: 0.25rem;
  padding: 0.5rem 1rem;
  display: inline-flex;
  align-items: center;
  gap: 0.5rem;
  font-size: 0.875rem;
  font-weight: 500;
  line-height: 1.5rem;
  letter-spacing: 0.4px;
  color: var(--text-primary) !important;
  text-decoration: none;
  align-self: flex-start;
}

@media (min-width: 1280px) {
  .sample-app-split {
    flex-direction: row;
  }

  .sample-app-split .content {
    overflow-x: auto;
  }

  .sample-app-split .sidebar {
    width: 20.625rem;
    flex-shrink: 0;
  }
}

/* Hacky codeblock targeting */
/* div[class*="bg-codeblock"].relative {
  border-radius: 0.25rem; */
  /* border: 1px solid var(--border); */
/* } */

/* :not(.dark) div[class*="bg-codeblock"].relative {
  background: var(--black);
}

.dark div[class*="bg-codeblock"].relative {
  background: var(--paper);
}  */

p>code {
  font-size: 0.75rem;
  line-height: 150%;
  letter-spacing: 0.5px;
  border-radius: 0.25rem;
  padding: 0.125rem 0.5rem;
  background-color: var(--paper) !important;
  color: var(--text-primary) !important;
  border: none;
}

code .api-key.set {
  color: orange;
}

.pinecone-connect-connected {
  width: 100%;
  max-width: 31.25rem;
  background-color: var(--paper);
  transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;
  border-radius: 0.25rem;
  padding: 1.5rem;
  margin: 1.5rem 0;
  border: 1px solid var(--border);
}

.pinecone-connect-connected img {
  height: 1.875rem;
  margin: 0;
}

.pinecone-connect-connected p {
  color: var(--text-primary) !important;
}

.pinecone-connect-connected p:last-of-type {
  margin-top: 0.75rem;
}

.remove-api-key {
  display: flex;
  width: 100%;
  max-width: 31.25rem;
  margin-top: -1.25rem;
}

.remove-api-key>button {
  font-size: 0.8125rem;
  font-weight: 500;
  color: var(--brand-blue);
  margin-left: auto;
}

.connect-widget-skeleton {
  margin-block: 45px;
  width: 100%;
  max-width: 31.25rem;
  height: 180px;
  background: var(--paper);
  border-radius: 4px;
  overflow: hidden;
  position: relative;
  border: 1px solid var(--border);
}

.skeleton-content {
  width: 100%;
  max-width: 450px;
  height: 180px;
  background: linear-gradient(90deg,
      rgba(255, 255, 255, 0) 0%,
      rgba(255, 255, 255, 0.6) 50%,
      rgba(255, 255, 255, 0) 100%);
  animation: shimmer 1.5s infinite;
  position: absolute;
  top: 0;
  left: 0;
}

@keyframes shimmer {
  0% {
    transform: translateX(-100%);
  }

  100% {
    transform: translateX(100%);
  }
}

/* Model Gallery */

.featured-card-container {
  padding: 0 1rem;
  position: relative;
  width: 100%;
  margin: 1rem 0;
  overflow: visible;
  -webkit-overflow-scrolling: touch;
}

.featured-model-cards {
  display: grid;
  grid-auto-flow: column;
  grid-auto-columns: calc(25% - 0.75rem);
  gap: 1rem;
  overflow-x: auto;
  scroll-behavior: smooth;
  scroll-snap-type: x mandatory;
  -webkit-overflow-scrolling: touch;
  padding: 1rem 0;
  margin: -1rem 0;
  scrollbar-width: none;
  -ms-overflow-style: none;
  cursor: grab;
}

.featured-model-cards>* {
  scroll-snap-align: start;
}

.carousel-button {
  position: absolute;
  top: 50%;
  transform: translateY(-50%);
  width: 2.5rem;
  height: 2.5rem;
  border-radius: 9999px;
  background: var(--paper);
  box-shadow: 0 4px 6px -1px rgb(0 0 0 / 0.1);
  display: flex;
  align-items: center;
  justify-content: center;
  z-index: 10;
  cursor: pointer;
  border: 1px solid var(--border);
  padding: 0;
}

.carousel-button:hover {
  background-color: var(--background);
  transform: translateY(-50%) scale(1.05);
  box-shadow: 0 6px 8px -2px rgb(0 0 0 / 0.15);
}

.carousel-button.prev {
  left: -1.25rem;
}

.carousel-button.next {
  right: -1.25rem;
}

/* Make sure parent containers don't clip the buttons */
#content-container,
#content-area,
main {
  overflow: visible !important;
}

@media (max-width: 1280px) {
  .featured-model-cards {
    grid-auto-columns: calc(33.333% - 0.67rem);
  }
}

@media (max-width: 1024px) {
  .featured-model-cards {
    grid-auto-columns: calc(50% - 0.5rem);
  }
}

@media (max-width: 768px) {
  .featured-model-cards {
    grid-auto-columns: 90%;
    padding-bottom: 1rem;
  }

  .carousel-button {
    display: none !important;
  }

  .featured-card-container {
    padding: 0;
  }
}

:not(.dark) .model-card:hover {
  box-shadow: 0px 5px 5px -3px rgba(163, 169, 175, 0.20), 0px 8px 10px 1px rgba(163, 169, 175, 0.14), 0px 3px 14px 2px rgba(163, 169, 175, 0.12);
}

.dark .model-card:hover {
  box-shadow: none !important;
}

.outlined-button {
  display: flex;
  flex-direction: column;
  justify-content: center;
  align-items: center;
  width: 150px;
  height: 36px;
  padding: 4px;
  border-radius: 4px;
  border: 1px solid var(--border);
  color: var(--paper);
  text-decoration: none;
  font-size: 14px;
  letter-spacing: 0.4;
  text-align: center;
  color: var(--text-primary);
  font-weight: 500;
  transition: background-color 0.3s ease, border 0.3s ease, color 0.3s ease;
}

.outlined-button:hover {
  background-color: var(--paper);
  border: 1px solid var(--brand-blue);
  color: var(--text-primary);
}


.control {
  position: absolute;
  top: 50%;
  transform: translateY(-50%);
  background-color: rgba(255, 255, 255, 0.7);
  border-radius: 50%;
  width: 40px;
  height: 40px;
  display: flex;
  align-items: center;
  justify-content: center;
  cursor: pointer;
  opacity: 0.5;
  transition: opacity 0.3s ease;
}

.control:hover {
  opacity: 1;
}

.prev-slide {
  left: 10px;
}

.next-slide {
  right: 10px;
}

.inference-text p {
  margin-top: 0rem;
}


/* Model page */
.model-page-card {
  padding: 1.5rem;
  border-radius: 0.25rem;
  border: 1px solid var(--border);
  background: var(--paper);
  margin-bottom: 2.5rem;
}

.model-page-card-title {
  display: flex;
  flex-wrap: wrap;
  gap: 1rem;
  align-items: center;
}

.model-page-card-title>h1 {
  font-size: 1.5rem;
  color: var(--text-primary);
}

.model-page-card-logo {
  width: 2.125rem;
  height: 2.125rem;
  flex-shrink: 0;
}

.model-page-card-logo>img {
  width: 100%;
  height: 100%;
  object-fit: contain;
}

.model-page-card-inference {
  border-radius: 1rem;
  border: 1px solid var(--border);
  padding: 0.25rem 0.375rem 0.25rem 0.25rem;
  display: flex;
  align-items: center;
  gap: 0.375rem;
  font-size: 0.8125rem;
}

.model-page-card-stats {
  display: flex;
  gap: 1.5rem;
  flex-wrap: wrap;
  margin-top: 1rem;
}

.model-page-card-stats>div>span {
  font-size: 0.625rem;
  color: var(--text-secondary);
  letter-spacing: 0.2px;
  font-weight: 500;
}

.model-page-card-stats>div>p, .model-page-card-stats>div>span[data-as="p"] {
  display: block;
  font-size: 0.75rem;
  color: var(--text-primary);
  letter-spacing: 0.17px;
}

.model-page-card-stats>div.price {
  margin-left: auto;
}

.model-page-card-stats>div.price>p {
  margin-left: auto;
  font-weight: 600;
}

.model-page-tabs {
  display: flex;
  width: 100%;
  border-bottom: 1px solid var(--border);
  margin-bottom: 2rem;
}

.model-page-tabs>button {
  padding: 0.5625rem 1rem;
  border-bottom: 1px solid transparent;
  color: var(--secondary);
  display: flex;
  align-items: center;
  gap: 0.375rem;
  font-weight: 500;
  letter-spacing: 0.4px;
}

.model-page-tabs>button>svg>path {
  fill: var(--secondary);
}

.model-page-tabs>button.active {
  border-bottom: 2px solid var(--brand-blue);
  color: var(--brand-blue);
}

.model-page-tabs>button.active>svg>path {
  fill: var(--brand-blue);
}

.model-page-playground {
  display: none;
}

.model-page-guides {
  display: flex;
  flex-direction: column;
  gap: 3rem;
}

.model-page-content {
  flex-shrink: 1;
  width: auto;
  max-width: 1050px;

  @media (max-width: 1500px) {
    max-width: 700px;
  }
}

.model-page-content> :first-child {
  margin-top: 0;
}

.model-page-content pre {
  white-space: pre-wrap;
}

.model-page-sidebar {
  width: 100%;
  flex-shrink: 1;
}

.model-page-sidebar .iframe-placeholder {
  height: 800px;
}

/* removing inline padding for now */
@media (min-width: 1280px) {
  .model-search-container {
    padding-inline: 0px;
  }
}

.model-page-sidebar-readmore {
  font-size: 0.875rem;
  font-style: normal;
  font-weight: 500;
  line-height: 150%;
  letter-spacing: 0.15px
}

.model-page-sidebar-readmore svg {
  margin-bottom: 2px;
}

.model-search-container {
  min-height: 2000px;

  @media (max-width: 768px) {
    min-height: 2000px;
  }
}

#model-search-iframe {
  min-height: 2000px;
}

@media (min-width: 1080px) {
  .model-page-guides {
    flex-direction: row;
  }

  .model-page-sidebar {
    max-width: 20.6875rem;
    flex-shrink: 0;
  }

}

/* Hide scrollbar for Chrome/Safari */
.featured-model-cards::-webkit-scrollbar {
  display: none;
}

/* Show grabbing cursor while actively scrolling */
.featured-model-cards:active {
  cursor: grabbing;
}

/* Add minimum width for model card buttons */
.featured-model-cards .example-card button,
.featured-model-cards .model-card button {
  min-width: 200px;
  /* Ensures button doesn't shrink below this width */
  width: 100%;
  /* Allows button to grow with container */
  max-width: 400px;
  /* Prevents button from getting too wide */
  margin: 0 auto;
  /* Centers the button if container is wider */
}

@media (max-width: 576px) {
  #pinecone-connect-widget {
    scale: 0.95 !important;
    transform-origin: top left;
  }
  .connect-widget-skeleton {
    height: 180px;
    margin-block: 30px;
  }
  
  .skeleton-content {
    height: 180px;
  }
}

/* Target the iframe specifically */
#pinecone-connect-widget iframe {
  width: 100% !important;
  max-width: 500px !important;
}

/* Media query for smaller screens */
@media (max-width: 576px) {
  #pinecone-connect-widget,
  #pinecone-connect-widget > div,
  #pinecone-connect-widget iframe {
    width: 100% !important;
    min-width: 0 !important;
    max-width: 100% !important;
  }
  
  /* Also adjust parent container if needed */
  div[style*="min-width"] {
    min-width: 0 !important;
    width: 100% !important;
  }
}


/* Style for the copy tooltip */
.absolute.top-11.left-1\/2.transform.-translate-x-1\/2.-translate-y-1\/2.peer-hover\:opacity-100.opacity-0.text-black.rounded-lg.px-1\.5.py-0\.5.text-xs.bg-white,
div[class*="absolute top-11 left-1/2 transform -translate-x-1/2 -translate-y-1/2"][class*="text-black rounded-lg px-1.5 py-0.5 text-xs bg-white"],
div[aria-hidden="true"][class*="absolute top-11 left-1/2 transform -translate-x-1/2 -translate-y-1/2"][class*="opacity-0"][class*="text-white rounded-lg px-1.5 py-0.5 text-xs"] {
  background-color: var(--brand-blue) !important;
  color: white !important;
}

/* Also target the tooltip in the InlineCode component */
.absolute.top-11.left-1\/2.transform.-translate-x-1\/2.-translate-y-1\/2.hidden.group-hover\:block.text-white.rounded-lg.px-1\.5.py-0\.5.text-xs {
  background-color: var(--brand-blue) !important;
  color: white !important;
}

/* Styles for when embedded in the Console. See console-iframe.js for more details. */
.pinecone-console-embed {
  /* Hide logo */
  #navbar img {
    display: none;
  }

  /* Hide top part of navbar */
  #navbar .relative:first-of-type > div:first-of-type {
    height: 0 !important;
  }

  /* Hide navbar links */
  #navbar nav {
    display: none;
  }

  /* Hide dark mode toggle */
  #navbar [aria-label="Toggle dark mode"] {
    display: none;
  }

  /* Move API version selector to the right edge */
  #navbar button[aria-haspopup="menu"] {
    position: absolute;
    top: 12px;
    right: 0px;
  }

  /* Move content up to account for smaller navbar */
  #content-container,
  #sidebar {
    margin-top: -4rem;
  }

  /* Hide mobile and desktop search button */
  #search-bar-entry-mobile,
  #search-bar-entry {
    display: none;
  }

  /* Hide actions menu */
  button[aria-label='More actions'] {
    display: none;
  }

  /* Move header link action to the right edge */
  h2 > .absolute:first-of-type,
  h3 > .absolute:first-of-type,
  h4 > .absolute:first-of-type {
    right: -12px;
  }
}

/* Make specific buttons have non-rounded corners */
#page-context-menu-button {
  border-start-start-radius: 0.25rem !important;
  border-end-start-radius: 0.25rem !important;
}

#page-context-menu button:last-child {
  border-radius: 0 !important;
  border-start-end-radius: 0.25rem !important;
  border-end-end-radius: 0.25rem !important;
}

/*
 * Agent tool callout on quickstart page.
 * Visually distinguishes the portable search function
 * as a "grab this and go" artifact.
 */
.agent-tool {
  border-left: 4px solid var(--brand-blue, #002BFF);
  padding: 1rem 1.25rem;
  border-radius: 0.375rem;
  background-color: #f0f4ff;
  margin: 0.5rem 0 1rem 0;
}

.agent-tool > p:first-child {
  margin-top: 0;
  font-size: 0.875rem;
  letter-spacing: 0.025em;
}

.dark .agent-tool {
  background-color: rgba(0, 43, 255, 0.08);
  border-left-color: #4d6fff;
}
</style><!--$--><!--/$--><div class="flex flex-row-reverse gap-12 box-border w-full pt-[calc(10rem+var(--banner-height,2.5rem))] lg:pt-10"><div class="hidden xl:flex self-start sticky xl:flex-col max-w-[28rem] z-21 h-[calc(100vh-12rem)] top-[12rem]" id="content-side-layout"><div class="z-10 hidden xl:flex box-border max-h-full pl-10 w-[19rem]" id="table-of-contents-layout"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px" data-component-part="scroll-area" id="table-of-contents" class="min-w-0 text-gray-600 text-sm leading-6 w-[16.5rem] -mt-10"><div role="presentation" data-id="base-ui-_R_1dktbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] pt-10 pb-4 base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" style="min-width:fit-content" data-component-part="scroll-area-content" class="min-w-0! w-full space-y-2"><nav aria-labelledby="_R_dktbsnlhjiuasnpfiutb_"><h2 id="_R_dktbsnlhjiuasnpfiutb_" class="m-0 font-normal"><button type="button" class="text-gray-700 dark:text-gray-300 font-medium flex items-center space-x-2 hover:text-gray-900 dark:hover:text-gray-100 transition-colors cursor-pointer"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" class="size-3 shrink-0"><path d="M2.75 14.25H15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path><path d="M2.75 3.75H15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path><path d="M2.75 9H8.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg><span>On this page</span></button></h2><div><ul id="table-of-contents-content" class="toc"><li class="toc-item relative" data-depth="0"><a style="--toc-padding-left:0rem" href="#get-an-api-key" class="break-words py-1 block pl-[calc(var(--toc-padding-left)+var(--toc-focus-padding,0rem))] focus-visible:[--toc-focus-padding:0.25rem] focus-visible:-ml-1 focus-visible:-outline-offset-2 dark:text-gray-400 [li:not([data-active])&gt;&amp;:hover]:text-gray-900 dark:[li:not([data-active])&gt;&amp;:hover]:text-gray-300 [[data-active]&gt;&amp;]:text-primary dark:[[data-active]&gt;&amp;]:text-primary-light [[data-active]&gt;&amp;]:[text-shadow:-0.15px_0_0_currentColor,0.15px_0_0_currentColor]">Get an API key</a></li><li class="toc-item relative" data-depth="0"><a style="--toc-padding-left:0rem" href="#initialize-a-client" class="break-words py-1 block pl-[calc(var(--toc-padding-left)+var(--toc-focus-padding,0rem))] focus-visible:[--toc-focus-padding:0.25rem] focus-visible:-ml-1 focus-visible:-outline-offset-2 dark:text-gray-400 [li:not([data-active])&gt;&amp;:hover]:text-gray-900 dark:[li:not([data-active])&gt;&amp;:hover]:text-gray-300 [[data-active]&gt;&amp;]:text-primary dark:[[data-active]&gt;&amp;]:text-primary-light [[data-active]&gt;&amp;]:[text-shadow:-0.15px_0_0_currentColor,0.15px_0_0_currentColor]">Initialize a client</a></li><li class="toc-item relative" data-depth="0"><a style="--toc-padding-left:0rem" href="#add-headers-to-an-http-request" class="break-words py-1 block pl-[calc(var(--toc-padding-left)+var(--toc-focus-padding,0rem))] focus-visible:[--toc-focus-padding:0.25rem] focus-visible:-ml-1 focus-visible:-outline-offset-2 dark:text-gray-400 [li:not([data-active])&gt;&amp;:hover]:text-gray-900 dark:[li:not([data-active])&gt;&amp;:hover]:text-gray-300 [[data-active]&gt;&amp;]:text-primary dark:[[data-active]&gt;&amp;]:text-primary-light [[data-active]&gt;&amp;]:[text-shadow:-0.15px_0_0_currentColor,0.15px_0_0_currentColor]">Add headers to an HTTP request</a></li><li class="toc-item relative" data-depth="0"><a style="--toc-padding-left:0rem" href="#troubleshooting" class="break-words py-1 block pl-[calc(var(--toc-padding-left)+var(--toc-focus-padding,0rem))] focus-visible:[--toc-focus-padding:0.25rem] focus-visible:-ml-1 focus-visible:-outline-offset-2 dark:text-gray-400 [li:not([data-active])&gt;&amp;:hover]:text-gray-900 dark:[li:not([data-active])&gt;&amp;:hover]:text-gray-300 [[data-active]&gt;&amp;]:text-primary dark:[[data-active]&gt;&amp;]:text-primary-light [[data-active]&gt;&amp;]:[text-shadow:-0.15px_0_0_currentColor,0.15px_0_0_currentColor]">Troubleshooting</a></li></ul></div></nav></div></div></div></div></div><div class="relative grow box-border flex-col w-full mx-auto px-1 lg:pl-[5.7rem] lg:-ml-12 xl:w-[calc(100%-28rem)]" id="content-area"><header id="header" class="relative leading-none @container/page-header"><div class="mt-0.5 space-y-2.5"><div class="eyebrow h-5 text-primary dark:text-primary-light text-sm font-semibold">APIs</div><div class="flex flex-col sm:flex-row items-start sm:items-center relative gap-2 min-w-0"><h1 id="page-title" class="text-3xl sm:text-4xl text-gray-900 tracking-tight dark:text-gray-200 [overflow-wrap:anywhere] break-all font-semibold">Authentication</h1><div id="page-context-menu" class="items-center shrink-0 min-w-[156px] justify-end ml-auto hidden @[520px]/page-header:flex"><button id="page-context-menu-button" class="rounded-l-xl px-3 text-gray-700 dark:text-gray-300 py-1.5 border border-gray-200 dark:border-white/[0.07] bg-background-light dark:bg-background-dark hover:bg-gray-600/5 dark:hover:bg-gray-200/5 border-r-0" aria-label="Copy page"><div class="flex items-center gap-2 text-sm text-center font-medium"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" class="size-4 shrink-0"><path d="M14.25 5.25H7.25C6.14543 5.25 5.25 6.14543 5.25 7.25V14.25C5.25 15.3546 6.14543 16.25 7.25 16.25H14.25C15.3546 16.25 16.25 15.3546 16.25 14.25V7.25C16.25 6.14543 15.3546 5.25 14.25 5.25Z" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path><path d="M2.80103 11.998L1.77203 5.07397C1.61003 3.98097 2.36403 2.96397 3.45603 2.80197L10.38 1.77297C11.313 1.63397 12.19 2.16297 12.528 3.00097" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg><span class="grid"><span aria-hidden="true" class="invisible col-start-1 row-start-1">Copy page</span><span class="col-start-1 row-start-1">Copy page</span></span></div></button><button type="button" tabindex="0" aria-haspopup="menu" id="base-ui-_R_eshlktbsnlhjiuasnpfiutb_" aria-label="More actions" class="group disabled:pointer-events-none [&amp;&gt;span]:line-clamp-1 overflow-hidden group focus-visible:outline-2 focus-visible:-outline-offset-2 focus-visible:outline-primary dark:focus-visible:outline-primary-light py-0.5 gap-1 text-sm text-gray-950/50 dark:text-white/50 group-hover:text-gray-950/70 dark:group-hover:text-white/70 rounded-none rounded-r-xl border flex items-center justify-center h-[34px] border-gray-200 aspect-square dark:border-white/[0.07] bg-background-light dark:bg-background-dark hover:bg-gray-600/5 dark:hover:bg-gray-200/5"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 rotate-90"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></button></div></div></div><div class="mt-2 text-lg prose prose-gray dark:prose-invert [&amp;&gt;*]:[overflow-wrap:anywhere]"><p>Pinecone API authentication guide covering API key generation, SDK client setup, and HTTP header configuration for authorized requests.</p></div><div id="page-context-menu" class="flex items-center shrink-0 min-w-[156px] mt-3 @[520px]/page-header:hidden"><button id="page-context-menu-button" class="rounded-l-xl px-3 text-gray-700 dark:text-gray-300 py-1.5 border border-gray-200 dark:border-white/[0.07] bg-background-light dark:bg-background-dark hover:bg-gray-600/5 dark:hover:bg-gray-200/5 border-r-0" aria-label="Copy page"><div class="flex items-center gap-2 text-sm text-center font-medium"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" class="size-4 shrink-0"><path d="M14.25 5.25H7.25C6.14543 5.25 5.25 6.14543 5.25 7.25V14.25C5.25 15.3546 6.14543 16.25 7.25 16.25H14.25C15.3546 16.25 16.25 15.3546 16.25 14.25V7.25C16.25 6.14543 15.3546 5.25 14.25 5.25Z" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path><path d="M2.80103 11.998L1.77203 5.07397C1.61003 3.98097 2.36403 2.96397 3.45603 2.80197L10.38 1.77297C11.313 1.63397 12.19 2.16297 12.528 3.00097" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg><span class="grid"><span aria-hidden="true" class="invisible col-start-1 row-start-1">Copy page</span><span class="col-start-1 row-start-1">Copy page</span></span></div></button><button type="button" tabindex="0" aria-haspopup="menu" id="base-ui-_R_thlktbsnlhjiuasnpfiutb_" aria-label="More actions" class="group disabled:pointer-events-none [&amp;&gt;span]:line-clamp-1 overflow-hidden group focus-visible:outline-2 focus-visible:-outline-offset-2 focus-visible:outline-primary dark:focus-visible:outline-primary-light py-0.5 gap-1 text-sm text-gray-950/50 dark:text-white/50 group-hover:text-gray-950/70 dark:group-hover:text-white/70 rounded-none rounded-r-xl border flex items-center justify-center h-[34px] border-gray-200 aspect-square dark:border-white/[0.07] bg-background-light dark:bg-background-dark hover:bg-gray-600/5 dark:hover:bg-gray-200/5"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" focusable="false" class="size-3 transition-transform text-gray-400 group-hover:text-gray-600 dark:text-gray-600 dark:group-hover:text-gray-400 shrink-0 rotate-90"><path d="M6.5 2.75L12.75 9L6.5 15.25" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></button></div></header><div class="mdx-content @container/columns-container relative mt-8 prose prose-gray dark:prose-invert [contain:inline-size] isolate empty:hidden mb-14" data-page-title="Authentication" data-page-href="/reference/api/authentication" id="content"><span data-as="p">All requests to <a class="link" href="/reference/api/introduction">Pinecone APIs</a> must contain a valid <a class="link" href="/guides/production/security-overview#api-keys">API key</a> for the target project.</span>
<h2 class="flex whitespace-pre-wrap group font-semibold" id="get-an-api-key"><div class="absolute" tabindex="-1"><a href="#get-an-api-key" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100 focus:opacity-100 focus:outline-0 group/link" aria-label="Navigate to header">​<div class="size-6 rounded-md flex items-center justify-center shadow-xs text-gray-400 dark:text-white/50 dark:bg-background-dark dark:brightness-[1.35] dark:ring-1 dark:hover:brightness-150 bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20 group-focus/link:border-2 group-focus/link:border-primary dark:group-focus/link:border-primary-light"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" class="size-3 shrink-0"><path d="M8.50001 6.827C8.14801 6.995 7.81801 7.225 7.52701 7.517L7.51701 7.527C6.13601 8.908 6.13601 11.146 7.51701 12.527L9.69201 14.702C11.073 16.083 13.311 16.083 14.692 14.702L14.702 14.692C16.083 13.311 16.083 11.073 14.702 9.692L13.771 8.761" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path><path d="M9.50002 11.173C9.85202 11.005 10.182 10.775 10.473 10.483L10.483 10.473C11.864 9.092 11.864 6.854 10.483 5.473L8.30802 3.298C6.92702 1.917 4.68902 1.917 3.30802 3.298L3.29802 3.308C1.91702 4.689 1.91702 6.927 3.29802 8.308L4.22902 9.239" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></a></div><span class="cursor-pointer">Get an API key</span></h2>
<span data-as="p"><a href="https://app.pinecone.io/organizations/-/projects/-/keys" target="_blank" rel="noreferrer" class="link">Create a new API key</a> in the Pinecone console, or use the connect widget below to generate a key.</span>
<div style="min-width:450px;min-height:152px"><div id="pinecone-connect-widget"><div class="connect-widget-skeleton"><div class="skeleton-content"></div></div></div></div>
<span data-as="p">Copy your generated key:</span>
<div class="code-block mt-5 mb-8 not-prose rounded-2xl relative group min-w-0 print:print-color-exact text-gray-950 dark:text-gray-50 codeblock-light border border-gray-950/10 dark:border-white/10 dark:twoslash-dark bg-transparent dark:bg-transparent" numberOfLines="4" language="text"><div data-floating-buttons="true" class="absolute top-3 right-4 flex items-center gap-1.5 print:hidden"><div class="z-10 select-none" id="base-ui-_R_1lamllktbsnlhjiuasnpfiutb_" data-base-ui-tooltip-trigger=""><button class="size-6.5 flex items-center justify-center rounded-md group/code-snippet-feedback-button in-data-floating-buttons:group-[:not(:has([data-fade-overlay]))]:bg-gray-100 dark:in-data-floating-buttons:group-[:not(:has([data-fade-overlay]))]:bg-gray-800" id="code-snippet-feedback-button" aria-label="Report incorrect code"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" 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5.25 14.25 5.25Z" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path><path d="M2.80103 11.998L1.77203 5.07397C1.61003 3.98097 2.36403 2.96397 3.45603 2.80197L10.38 1.77297C11.313 1.63397 12.19 2.16297 12.528 3.00097" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></button><span role="status" class="sr-only"></span></div><div class="z-10 select-none" id="base-ui-_R_1namllktbsnlhjiuasnpfiutb_" data-base-ui-tooltip-trigger=""><button class="size-6.5 flex items-center justify-center rounded-md group/ask-assistant-button in-data-floating-buttons:group-[:not(:has([data-fade-overlay]))]:bg-gray-100 dark:in-data-floating-buttons:group-[:not(:has([data-fade-overlay]))]:bg-gray-800" id="ask-assistant-code-block-button" aria-label="Ask Assistant" data-chat-payload-element-id="lang-text-code-PINECONE_API_KEY____"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" 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style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px;font-variant-ligatures:none;height:auto;background-color:#ffffff;--shiki-dark-bg:#0B0C0E" data-component-part="code-block-root" class="w-0 min-w-full max-w-full h-full dark:bg-codeblock text-sm leading-6 transition-[height] duration-300 ease-in-out code-block-background **:ring-0 **:outline-0 **:focus:ring-0 **:focus:outline-0 rounded-2xl bg-white"><div role="presentation" data-id="base-ui-_R_1imllktbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] py-3.5 px-4 overflow-y-hidden! base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" style="min-width:fit-content" data-component-part="scroll-area-content" class="min-w-full! h-full children:my-0! children:shadow-none! children:bg-transparent!"><div class="font-mono whitespace-pre leading-6"><pre class="shiki shiki-themes github-light-default dark-plus" style="background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4" language="text"><code language="text" numberOfLines="4"><span class="line"><span>PINECONE_API_KEY=&quot;{{YOUR_API_KEY}}&quot;</span></span>
<span class="line"><span></span></span>
<span class="line"><span># This API key has ReadWrite access to all indexes in your project.</span></span>
<span class="line"><span></span></span></code></pre></div></div></div></div><div class="print:hidden" data-fade-overlay="true" aria-hidden="true" style="--fade-color-light:#ffffff;--fade-color-dark:#0B0C0E"></div></div>
<h2 class="flex whitespace-pre-wrap group font-semibold" id="initialize-a-client"><div class="absolute" tabindex="-1"><a href="#initialize-a-client" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100 focus:opacity-100 focus:outline-0 group/link" aria-label="Navigate to header">​<div class="size-6 rounded-md flex items-center justify-center shadow-xs text-gray-400 dark:text-white/50 dark:bg-background-dark dark:brightness-[1.35] dark:ring-1 dark:hover:brightness-150 bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20 group-focus/link:border-2 group-focus/link:border-primary dark:group-focus/link:border-primary-light"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" class="size-3 shrink-0"><path d="M8.50001 6.827C8.14801 6.995 7.81801 7.225 7.52701 7.517L7.51701 7.527C6.13601 8.908 6.13601 11.146 7.51701 12.527L9.69201 14.702C11.073 16.083 13.311 16.083 14.692 14.702L14.702 14.692C16.083 13.311 16.083 11.073 14.702 9.692L13.771 8.761" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path><path d="M9.50002 11.173C9.85202 11.005 10.182 10.775 10.473 10.483L10.483 10.473C11.864 9.092 11.864 6.854 10.483 5.473L8.30802 3.298C6.92702 1.917 4.68902 1.917 3.30802 3.298L3.29802 3.308C1.91702 4.689 1.91702 6.927 3.29802 8.308L4.22902 9.239" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></a></div><span class="cursor-pointer">Initialize a client</span></h2>
<span data-as="p">When using a <a class="link" href="/reference/pinecone-sdks">Pinecone SDK</a>, initialize a client object with your API key and then reuse the authenicated client in subsquent function calls. For example:</span>
<div data-orientation="horizontal" data-activation-direction="none" class="code-group p-0.5 mt-5 mb-8 flex flex-col not-prose relative rounded-2xl border border-gray-950/10 dark:border-white/10 min-w-0 bg-gray-50 dark:bg-white/5 dark:codeblock-dark text-gray-950 dark:text-gray-50 codeblock-light"><div class="flex items-center justify-between gap-2 relative pr-2.5" data-component-part="code-group-tab-bar"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px" data-component-part="scroll-area" class="min-w-0 flex-1 w-0 rounded-tl-xl"><div role="presentation" data-id="base-ui-_R_1b2llktbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] overflow-y-hidden! base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" style="min-width:fit-content" data-component-part="scroll-area-content"><div data-orientation="horizontal" data-activation-direction="none" role="tablist" aria-label="Code examples" class="text-xs leading-6 gap-1 flex"><button type="button" data-active="" data-orientation="horizontal" data-activation-direction="none" aria-disabled="false" tabindex="-1" role="tab" aria-selected="true" id="base-ui-_R_5lb2llktbsnlhjiuasnpfiutb_" data-composite-item-active="" class="group flex items-center relative gap-1.5 my-1 mb-1.5 outline-0 whitespace-nowrap font-medium ml-0! first:ml-2.5! focus-visible:outline-hidden text-primary dark:text-primary-light"><div class="peer/title flex items-center gap-1.5 px-1.5 rounded-lg z-10 group-focus-visible:outline-1 group-focus-visible:outline-primary dark:group-focus-visible:outline-primary-light group-hover:bg-gray-200/50 dark:group-hover:bg-gray-700/70 group-hover:text-primary dark:group-hover:text-primary-light">Python</div><div class="absolute -bottom-1.5 left-0 right-0 h-0.5 rounded-full bg-primary dark:bg-primary-light peer-empty/title:hidden"></div></button><button type="button" data-orientation="horizontal" data-activation-direction="none" aria-disabled="false" tabindex="-1" role="tab" aria-selected="false" id="base-ui-_R_9lb2llktbsnlhjiuasnpfiutb_" class="group flex items-center relative gap-1.5 my-1 mb-1.5 outline-0 whitespace-nowrap font-medium ml-0! first:ml-2.5! focus-visible:outline-hidden text-gray-500 dark:text-gray-400"><div class="peer/title flex items-center gap-1.5 px-1.5 rounded-lg z-10 group-focus-visible:outline-1 group-focus-visible:outline-primary dark:group-focus-visible:outline-primary-light group-hover:bg-gray-200/50 dark:group-hover:bg-gray-700/70 group-hover:text-primary dark:group-hover:text-primary-light">JavaScript</div></button><button type="button" data-orientation="horizontal" data-activation-direction="none" aria-disabled="false" tabindex="-1" role="tab" aria-selected="false" id="base-ui-_R_dlb2llktbsnlhjiuasnpfiutb_" class="group flex items-center relative gap-1.5 my-1 mb-1.5 outline-0 whitespace-nowrap font-medium ml-0! first:ml-2.5! focus-visible:outline-hidden text-gray-500 dark:text-gray-400"><div class="peer/title flex items-center gap-1.5 px-1.5 rounded-lg z-10 group-focus-visible:outline-1 group-focus-visible:outline-primary dark:group-focus-visible:outline-primary-light group-hover:bg-gray-200/50 dark:group-hover:bg-gray-700/70 group-hover:text-primary dark:group-hover:text-primary-light">Java</div></button><button type="button" data-orientation="horizontal" data-activation-direction="none" aria-disabled="false" tabindex="-1" role="tab" aria-selected="false" id="base-ui-_R_hlb2llktbsnlhjiuasnpfiutb_" class="group flex items-center relative gap-1.5 my-1 mb-1.5 outline-0 whitespace-nowrap font-medium ml-0! first:ml-2.5! focus-visible:outline-hidden text-gray-500 dark:text-gray-400"><div class="peer/title flex items-center gap-1.5 px-1.5 rounded-lg z-10 group-focus-visible:outline-1 group-focus-visible:outline-primary dark:group-focus-visible:outline-primary-light group-hover:bg-gray-200/50 dark:group-hover:bg-gray-700/70 group-hover:text-primary dark:group-hover:text-primary-light">Go</div></button><button type="button" data-orientation="horizontal" data-activation-direction="none" aria-disabled="false" tabindex="-1" role="tab" aria-selected="false" id="base-ui-_R_llb2llktbsnlhjiuasnpfiutb_" class="group flex items-center relative gap-1.5 my-1 mb-1.5 outline-0 whitespace-nowrap font-medium ml-0! first:ml-2.5! focus-visible:outline-hidden text-gray-500 dark:text-gray-400"><div class="peer/title flex items-center gap-1.5 px-1.5 rounded-lg z-10 group-focus-visible:outline-1 group-focus-visible:outline-primary dark:group-focus-visible:outline-primary-light group-hover:bg-gray-200/50 dark:group-hover:bg-gray-700/70 group-hover:text-primary dark:group-hover:text-primary-light">curl</div></button></div></div></div></div><div class="flex items-center justify-end shrink-0 gap-1.5"><div class="z-10 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1.13699 3.87 1.34099 3.938L2.60399 4.359L3.02499 5.622C3.09299 5.826 3.28499 5.964 3.49999 5.964C3.71499 5.964 3.90599 5.826 3.97499 5.622L4.39599 4.359L5.65899 3.938C5.86299 3.87 6.00099 3.679 6.00099 3.464C6.00099 3.249 5.86199 3.058 5.65799 2.99Z" fill="currentColor" stroke="none"></path><path d="M9.5 2.75L11.412 7.587L16.25 9.5L11.412 11.413L9.5 16.25L7.587 11.413L2.75 9.5L7.587 7.587L9.5 2.75Z" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></button></div></div></div><div class="flex flex-1 overflow-hidden"><div data-orientation="horizontal" data-activation-direction="none" id="base-ui-_R_1j2llktbsnlhjiuasnpfiutb_" role="tabpanel" tabindex="0" data-index="-1" class="w-full min-w-full max-w-full h-full max-h-full relative focus-visible:outline-hidden before:content-[&#x27;&#x27;] before:absolute before:inset-0 before:z-10 before:pointer-events-none before:rounded-xt focus-visible:before:outline focus-visible:before:outline-1 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data-component-part="scroll-area-content" class="min-w-full! h-full children:my-0! children:shadow-none! children:bg-transparent!"><div class="font-mono whitespace-pre flex-none text-sm h-full leading-6" data-component-part="code-group-tab-content"><pre class="shiki shiki-themes github-light-default dark-plus" style="background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4" language="python"><code language="python" numberOfLines="15"><span class="line"><span style="color:#CF222E;--shiki-dark:#C586C0">from</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> pinecone.grpc </span><span style="color:#CF222E;--shiki-dark:#C586C0">import</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> PineconeGRPC </span><span style="color:#CF222E;--shiki-dark:#C586C0">as</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> Pinecone</span></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#C586C0">from</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> pinecone </span><span style="color:#CF222E;--shiki-dark:#C586C0">import</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> ServerlessSpec</span></span>
<span class="line"></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">pc </span><span style="color:#CF222E;--shiki-dark:#D4D4D4">=</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> Pinecone(</span><span style="color:#953800;--shiki-dark:#9CDCFE">api_key</span><span style="color:#CF222E;--shiki-dark:#D4D4D4">=</span><span style="color:#0A3069;--shiki-dark:#CE9178">&#x27;YOUR_API_KEY&#x27;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">)</span></span>
<span class="line"></span>
<span class="line"><span style="color:#6E7781;--shiki-dark:#6A9955"># Creates an index using the API key stored in the client &#x27;pc&#x27;.</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">pc.create_index(</span></span>
<span class="line"><span style="color:#953800;--shiki-dark:#9CDCFE">    name</span><span style="color:#CF222E;--shiki-dark:#D4D4D4">=</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;docs-example&quot;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#953800;--shiki-dark:#9CDCFE">    dimension</span><span style="color:#CF222E;--shiki-dark:#D4D4D4">=</span><span style="color:#0550AE;--shiki-dark:#B5CEA8">1536</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#953800;--shiki-dark:#9CDCFE">    metric</span><span style="color:#CF222E;--shiki-dark:#D4D4D4">=</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;cosine&quot;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#953800;--shiki-dark:#9CDCFE">    spec</span><span style="color:#CF222E;--shiki-dark:#D4D4D4">=</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">ServerlessSpec(</span></span>
<span class="line"><span style="color:#953800;--shiki-dark:#9CDCFE">        cloud</span><span style="color:#CF222E;--shiki-dark:#D4D4D4">=</span><span style="color:#0A3069;--shiki-dark:#CE9178">&#x27;aws&#x27;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">, </span></span>
<span class="line"><span style="color:#953800;--shiki-dark:#9CDCFE">        region</span><span style="color:#CF222E;--shiki-dark:#D4D4D4">=</span><span style="color:#0A3069;--shiki-dark:#CE9178">&#x27;us-east-1&#x27;</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">    ) </span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">) </span></span>
</code></pre></div></div></div></div><div class="print:hidden" data-fade-overlay="true" aria-hidden="true" style="--fade-color-light:#ffffff;--fade-color-dark:#0B0C0E"></div></div><div data-hidden="" data-orientation="horizontal" data-activation-direction="none" hidden="" id="base-ui-_R_2j2llktbsnlhjiuasnpfiutb_" role="tabpanel" tabindex="0" inert="" data-index="-1" class="w-full min-w-full max-w-full h-full max-h-full relative focus-visible:outline-hidden before:content-[&#x27;&#x27;] before:absolute before:inset-0 before:z-10 before:pointer-events-none before:rounded-xt focus-visible:before:outline focus-visible:before:outline-1 focus-visible:before:-outline-offset-2 focus-visible:before:outline-primary dark:focus-visible:before:outline-primary-light data-hidden:hidden [&amp;_[data-component-part=code-block-root]]:rounded-xt!"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px;font-variant-ligatures:none;height:100%;background-color:#ffffff;--shiki-dark-bg:#0B0C0E" data-component-part="code-block-root" class="w-0 min-w-full max-w-full h-full dark:bg-codeblock text-sm leading-6 transition-[height] duration-300 ease-in-out code-block-background **:ring-0 **:outline-0 **:focus:ring-0 **:focus:outline-0 rounded-xt bg-white"><div role="presentation" data-id="base-ui-_R_qj2llktbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] py-3.5 px-4 base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" style="min-width:fit-content" data-component-part="scroll-area-content" class="min-w-full! h-full children:my-0! children:shadow-none! children:bg-transparent!"><div class="font-mono whitespace-pre flex-none text-sm h-full leading-6" data-component-part="code-group-tab-content"><pre class="shiki shiki-themes github-light-default dark-plus" style="background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4" language="javascript"><code language="javascript" numberOfLines="18"><span class="line"><span style="color:#CF222E;--shiki-dark:#C586C0">import</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> { </span><span style="color:#1F2328;--shiki-dark:#9CDCFE">Pinecone</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> } </span><span style="color:#CF222E;--shiki-dark:#C586C0">from</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &#x27;@pinecone-database/pinecone&#x27;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">;</span></span>
<span class="line"></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#569CD6">const</span><span style="color:#0550AE;--shiki-dark:#4FC1FF"> pc</span><span style="color:#CF222E;--shiki-dark:#D4D4D4"> =</span><span style="color:#CF222E;--shiki-dark:#569CD6"> new</span><span style="color:#8250DF;--shiki-dark:#DCDCAA"> Pinecone</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">({</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">    apiKey:</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &#x27;YOUR_API_KEY&#x27;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> </span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">});</span></span>
<span class="line"></span>
<span class="line"><span style="color:#6E7781;--shiki-dark:#6A9955">// Creates an index using the API key stored in the client &#x27;pc&#x27;.</span></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#C586C0">await</span><span style="color:#1F2328;--shiki-dark:#9CDCFE"> pc</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">.</span><span style="color:#8250DF;--shiki-dark:#DCDCAA">createIndex</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">({</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">    name:</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &#x27;docs-example&#x27;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">    dimension:</span><span style="color:#0550AE;--shiki-dark:#B5CEA8"> 1536</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">    metric:</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &#x27;cosine&#x27;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">    spec:</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> { </span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">        serverless:</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> { </span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">            cloud:</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &#x27;aws&#x27;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">, </span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">            region:</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &#x27;us-east-1&#x27;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> </span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">        }</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">    } </span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">}) </span></span>
</code></pre></div></div></div></div><div class="print:hidden" data-fade-overlay="true" aria-hidden="true" style="--fade-color-light:#ffffff;--fade-color-dark:#0B0C0E"></div></div><div data-hidden="" data-orientation="horizontal" data-activation-direction="none" hidden="" id="base-ui-_R_3j2llktbsnlhjiuasnpfiutb_" role="tabpanel" tabindex="0" inert="" data-index="-1" class="w-full min-w-full max-w-full h-full max-h-full relative focus-visible:outline-hidden before:content-[&#x27;&#x27;] before:absolute before:inset-0 before:z-10 before:pointer-events-none before:rounded-xt focus-visible:before:outline focus-visible:before:outline-1 focus-visible:before:-outline-offset-2 focus-visible:before:outline-primary dark:focus-visible:before:outline-primary-light data-hidden:hidden [&amp;_[data-component-part=code-block-root]]:rounded-xt!"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px;font-variant-ligatures:none;height:100%;background-color:#ffffff;--shiki-dark-bg:#0B0C0E" data-component-part="code-block-root" class="w-0 min-w-full max-w-full h-full dark:bg-codeblock text-sm leading-6 transition-[height] duration-300 ease-in-out code-block-background **:ring-0 **:outline-0 **:focus:ring-0 **:focus:outline-0 rounded-xt bg-white"><div role="presentation" data-id="base-ui-_R_rj2llktbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] py-3.5 px-4 base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" style="min-width:fit-content" data-component-part="scroll-area-content" class="min-w-full! h-full children:my-0! children:shadow-none! children:bg-transparent!"><div class="font-mono whitespace-pre flex-none text-sm h-full leading-6" data-component-part="code-group-tab-content"><pre class="shiki shiki-themes github-light-default dark-plus" style="background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4" language="java"><code language="java" numberOfLines="12"><span class="line"><span style="color:#CF222E;--shiki-dark:#569CD6">import</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> io.pinecone.clients.Pinecone;</span></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#569CD6">import</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> org.openapitools.db_control.client.model.IndexModel;</span></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#569CD6">import</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> org.openapitools.db_control.client.model.DeletionProtection;</span></span>
<span class="line"></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#569CD6">public</span><span style="color:#CF222E;--shiki-dark:#569CD6"> class</span><span style="color:#953800;--shiki-dark:#4EC9B0"> CreateServerlessIndexExample</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> {</span></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#569CD6">    public</span><span style="color:#CF222E;--shiki-dark:#569CD6"> static</span><span style="color:#CF222E;--shiki-dark:#4EC9B0"> void</span><span style="color:#8250DF;--shiki-dark:#DCDCAA"> main</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">(</span><span style="color:#CF222E;--shiki-dark:#4EC9B0">String</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">[] </span><span style="color:#953800;--shiki-dark:#9CDCFE">args</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">) {</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#4EC9B0">        Pinecone</span><span style="color:#1F2328;--shiki-dark:#9CDCFE"> pc</span><span style="color:#CF222E;--shiki-dark:#D4D4D4"> =</span><span style="color:#CF222E;--shiki-dark:#C586C0"> new</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> Pinecone.</span><span style="color:#8250DF;--shiki-dark:#DCDCAA">Builder</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">(</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;YOUR_API_KEY&quot;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">).</span><span style="color:#8250DF;--shiki-dark:#DCDCAA">build</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">();</span></span>
<span class="line"></span>
<span class="line"><span style="color:#6E7781;--shiki-dark:#6A9955">        // Creates an index using the API key stored in the client &#x27;pc&#x27;.</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">        pc</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">.</span><span style="color:#8250DF;--shiki-dark:#DCDCAA">createServerlessIndex</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">(</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;docs-example&quot;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">, </span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;cosine&quot;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">, </span><span style="color:#0550AE;--shiki-dark:#B5CEA8">1536</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">, </span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;aws&quot;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">, </span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;us-east-1&quot;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">);</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">    }</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">}</span></span>
</code></pre></div></div></div></div><div class="print:hidden" data-fade-overlay="true" aria-hidden="true" style="--fade-color-light:#ffffff;--fade-color-dark:#0B0C0E"></div></div><div data-hidden="" data-orientation="horizontal" data-activation-direction="none" hidden="" id="base-ui-_R_4j2llktbsnlhjiuasnpfiutb_" role="tabpanel" tabindex="0" inert="" data-index="-1" class="w-full min-w-full max-w-full h-full max-h-full relative focus-visible:outline-hidden before:content-[&#x27;&#x27;] before:absolute before:inset-0 before:z-10 before:pointer-events-none before:rounded-xt focus-visible:before:outline focus-visible:before:outline-1 focus-visible:before:-outline-offset-2 focus-visible:before:outline-primary dark:focus-visible:before:outline-primary-light data-hidden:hidden [&amp;_[data-component-part=code-block-root]]:rounded-xt!"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px;font-variant-ligatures:none;height:100%;background-color:#ffffff;--shiki-dark-bg:#0B0C0E" data-component-part="code-block-root" class="w-0 min-w-full max-w-full h-full dark:bg-codeblock text-sm leading-6 transition-[height] duration-300 ease-in-out code-block-background **:ring-0 **:outline-0 **:focus:ring-0 **:focus:outline-0 rounded-xt bg-white"><div role="presentation" data-id="base-ui-_R_sj2llktbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] py-3.5 px-4 base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" style="min-width:fit-content" data-component-part="scroll-area-content" class="min-w-full! h-full children:my-0! children:shadow-none! children:bg-transparent!"><div class="font-mono whitespace-pre flex-none text-sm h-full leading-6" data-component-part="code-group-tab-content"><pre class="shiki shiki-themes github-light-default dark-plus" style="background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4" language="go"><code language="go" numberOfLines="41"><span class="line"><span style="color:#CF222E;--shiki-dark:#569CD6">package</span><span style="color:#953800;--shiki-dark:#4EC9B0"> main</span></span>
<span class="line"></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#C586C0">import</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> (</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">    &quot;</span><span style="color:#953800;--shiki-dark:#CE9178">context</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">    &quot;</span><span style="color:#953800;--shiki-dark:#CE9178">fmt</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">    &quot;</span><span style="color:#953800;--shiki-dark:#CE9178">log</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;</span></span>
<span class="line"></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">    &quot;</span><span style="color:#953800;--shiki-dark:#CE9178">github.com/pinecone-io/go-pinecone/v3/pinecone</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">)</span></span>
<span class="line"></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#569CD6">func</span><span style="color:#8250DF;--shiki-dark:#DCDCAA"> main</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">() {</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">    ctx</span><span style="color:#CF222E;--shiki-dark:#D4D4D4"> :=</span><span style="color:#1F2328;--shiki-dark:#9CDCFE"> context</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">.</span><span style="color:#8250DF;--shiki-dark:#DCDCAA">Background</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">()</span></span>
<span class="line"></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">    pc</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">, </span><span style="color:#1F2328;--shiki-dark:#9CDCFE">err</span><span style="color:#CF222E;--shiki-dark:#D4D4D4"> :=</span><span style="color:#1F2328;--shiki-dark:#9CDCFE"> pinecone</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">.</span><span style="color:#8250DF;--shiki-dark:#DCDCAA">NewClient</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">(</span><span style="color:#953800;--shiki-dark:#4EC9B0">pinecone</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">.</span><span style="color:#953800;--shiki-dark:#4EC9B0">NewClientParams</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">{</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">        ApiKey</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">: </span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;YOUR_API_KEY&quot;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">    })</span></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#C586C0">    if</span><span style="color:#1F2328;--shiki-dark:#9CDCFE"> err</span><span style="color:#CF222E;--shiki-dark:#D4D4D4"> !=</span><span style="color:#0550AE;--shiki-dark:#569CD6"> nil</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> {</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">        log</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">.</span><span style="color:#8250DF;--shiki-dark:#DCDCAA">Fatalf</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">(</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;Failed to create Client: </span><span style="color:#CF222E;--shiki-dark:#9CDCFE">%v</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">, </span><span style="color:#1F2328;--shiki-dark:#9CDCFE">err</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">)</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">    }</span></span>
<span class="line"></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">	indexName</span><span style="color:#CF222E;--shiki-dark:#D4D4D4"> :=</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &quot;docs-example&quot;</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">	vectorType</span><span style="color:#CF222E;--shiki-dark:#D4D4D4"> :=</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &quot;dense&quot;</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">    dimension</span><span style="color:#CF222E;--shiki-dark:#D4D4D4"> :=</span><span style="color:#CF222E;--shiki-dark:#4EC9B0"> int32</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">(</span><span style="color:#0550AE;--shiki-dark:#B5CEA8">1536</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">)</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">    metric</span><span style="color:#CF222E;--shiki-dark:#D4D4D4"> :=</span><span style="color:#1F2328;--shiki-dark:#9CDCFE"> pinecone</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">.</span><span style="color:#1F2328;--shiki-dark:#9CDCFE">Cosine</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">	deletionProtection</span><span style="color:#CF222E;--shiki-dark:#D4D4D4"> :=</span><span style="color:#1F2328;--shiki-dark:#9CDCFE"> pinecone</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">.</span><span style="color:#1F2328;--shiki-dark:#9CDCFE">DeletionProtectionDisabled</span></span>
<span class="line"></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">    idx</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">, </span><span style="color:#1F2328;--shiki-dark:#9CDCFE">err</span><span style="color:#CF222E;--shiki-dark:#D4D4D4"> :=</span><span style="color:#1F2328;--shiki-dark:#9CDCFE"> pc</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">.</span><span style="color:#8250DF;--shiki-dark:#DCDCAA">CreateServerlessIndex</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">(</span><span style="color:#1F2328;--shiki-dark:#9CDCFE">ctx</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">, </span><span style="color:#CF222E;--shiki-dark:#D4D4D4">&amp;</span><span style="color:#953800;--shiki-dark:#4EC9B0">pinecone</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">.</span><span style="color:#953800;--shiki-dark:#4EC9B0">CreateServerlessIndexRequest</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">{</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">        Name</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">:               </span><span style="color:#1F2328;--shiki-dark:#9CDCFE">indexName</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">        VectorType</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">:         </span><span style="color:#CF222E;--shiki-dark:#D4D4D4">&amp;</span><span style="color:#1F2328;--shiki-dark:#9CDCFE">vectorType</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">        Dimension</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">:          </span><span style="color:#CF222E;--shiki-dark:#D4D4D4">&amp;</span><span style="color:#1F2328;--shiki-dark:#9CDCFE">dimension</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">        Metric</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">:             </span><span style="color:#CF222E;--shiki-dark:#D4D4D4">&amp;</span><span style="color:#1F2328;--shiki-dark:#9CDCFE">metric</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">        Cloud</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">:              </span><span style="color:#1F2328;--shiki-dark:#9CDCFE">pinecone</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">.</span><span style="color:#1F2328;--shiki-dark:#9CDCFE">Aws</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">        Region</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">:             </span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;us-east-1&quot;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">        DeletionProtection</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">: </span><span style="color:#CF222E;--shiki-dark:#D4D4D4">&amp;</span><span style="color:#1F2328;--shiki-dark:#9CDCFE">deletionProtection</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">    })</span></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#C586C0">    if</span><span style="color:#1F2328;--shiki-dark:#9CDCFE"> err</span><span style="color:#CF222E;--shiki-dark:#D4D4D4"> !=</span><span style="color:#0550AE;--shiki-dark:#569CD6"> nil</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> {</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">        log</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">.</span><span style="color:#8250DF;--shiki-dark:#DCDCAA">Fatalf</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">(</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;Failed to create serverless index: </span><span style="color:#CF222E;--shiki-dark:#9CDCFE">%v</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">, </span><span style="color:#1F2328;--shiki-dark:#9CDCFE">err</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">)</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">    } </span><span style="color:#CF222E;--shiki-dark:#C586C0">else</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> {</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">        fmt</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">.</span><span style="color:#8250DF;--shiki-dark:#DCDCAA">Printf</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">(</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;Successfully created serverless index: </span><span style="color:#CF222E;--shiki-dark:#9CDCFE">%v</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">, </span><span style="color:#1F2328;--shiki-dark:#9CDCFE">idx</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">.</span><span style="color:#1F2328;--shiki-dark:#9CDCFE">Name</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">)</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">    }</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">}</span></span>
</code></pre></div></div></div></div><div class="print:hidden" data-fade-overlay="true" aria-hidden="true" style="--fade-color-light:#ffffff;--fade-color-dark:#0B0C0E"></div></div><div data-hidden="" data-orientation="horizontal" data-activation-direction="none" hidden="" id="base-ui-_R_5j2llktbsnlhjiuasnpfiutb_" role="tabpanel" tabindex="0" inert="" data-index="-1" class="w-full min-w-full max-w-full h-full max-h-full relative focus-visible:outline-hidden before:content-[&#x27;&#x27;] before:absolute before:inset-0 before:z-10 before:pointer-events-none before:rounded-xt focus-visible:before:outline focus-visible:before:outline-1 focus-visible:before:-outline-offset-2 focus-visible:before:outline-primary dark:focus-visible:before:outline-primary-light data-hidden:hidden [&amp;_[data-component-part=code-block-root]]:rounded-xt!"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px;font-variant-ligatures:none;height:100%;background-color:#ffffff;--shiki-dark-bg:#0B0C0E" data-component-part="code-block-root" class="w-0 min-w-full max-w-full h-full dark:bg-codeblock text-sm leading-6 transition-[height] duration-300 ease-in-out code-block-background **:ring-0 **:outline-0 **:focus:ring-0 **:focus:outline-0 rounded-xt bg-white"><div role="presentation" data-id="base-ui-_R_tj2llktbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] py-3.5 px-4 base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" style="min-width:fit-content" data-component-part="scroll-area-content" class="min-w-full! h-full children:my-0! children:shadow-none! children:bg-transparent!"><div class="font-mono whitespace-pre flex-none text-sm h-full leading-6" data-component-part="code-group-tab-content"><pre class="shiki shiki-themes github-light-default dark-plus" style="background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4" language="shellscript"><code language="shellscript" numberOfLines="15"><span class="line"><span style="color:#953800;--shiki-dark:#DCDCAA">curl</span><span style="color:#0550AE;--shiki-dark:#569CD6"> -s</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &quot;https://api.pinecone.io/indexes&quot;</span><span style="color:#CF222E;--shiki-dark:#D7BA7D"> \</span></span>
<span class="line"><span style="color:#0550AE;--shiki-dark:#569CD6">    -H</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &quot;Api-Key: YOUR_API_KEY&quot;</span><span style="color:#CF222E;--shiki-dark:#D7BA7D"> \</span></span>
<span class="line"><span style="color:#0550AE;--shiki-dark:#569CD6">    -H</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &quot;Content-Type: application/json&quot;</span><span style="color:#CF222E;--shiki-dark:#D7BA7D"> \</span></span>
<span class="line"><span style="color:#0550AE;--shiki-dark:#569CD6">    -H</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &quot;X-Pinecone-Api-Version: 2025-10&quot;</span><span style="color:#CF222E;--shiki-dark:#D7BA7D"> \</span></span>
<span class="line"><span style="color:#0550AE;--shiki-dark:#569CD6">    -d</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &#x27;{</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">        &quot;name&quot;:  &quot;docs-example&quot;,</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">        &quot;dimension&quot;: 1536,</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">        &quot;metric&quot;: &quot;cosine&quot;,</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">        &quot;spec&quot;: {</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">            &quot;serverless&quot;: {</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">               &quot;cloud&quot;:&quot;aws&quot;,</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">               &quot;region&quot;: &quot;us-east-1&quot;</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">            }</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">        }</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">    }&#x27;</span></span>
</code></pre></div></div></div></div><div class="print:hidden" data-fade-overlay="true" aria-hidden="true" style="--fade-color-light:#ffffff;--fade-color-dark:#0B0C0E"></div></div></div></div>
<h2 class="flex whitespace-pre-wrap group font-semibold" id="add-headers-to-an-http-request"><div class="absolute" tabindex="-1"><a href="#add-headers-to-an-http-request" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100 focus:opacity-100 focus:outline-0 group/link" aria-label="Navigate to header">​<div class="size-6 rounded-md flex items-center justify-center shadow-xs text-gray-400 dark:text-white/50 dark:bg-background-dark dark:brightness-[1.35] dark:ring-1 dark:hover:brightness-150 bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20 group-focus/link:border-2 group-focus/link:border-primary dark:group-focus/link:border-primary-light"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" class="size-3 shrink-0"><path d="M8.50001 6.827C8.14801 6.995 7.81801 7.225 7.52701 7.517L7.51701 7.527C6.13601 8.908 6.13601 11.146 7.51701 12.527L9.69201 14.702C11.073 16.083 13.311 16.083 14.692 14.702L14.702 14.692C16.083 13.311 16.083 11.073 14.702 9.692L13.771 8.761" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path><path d="M9.50002 11.173C9.85202 11.005 10.182 10.775 10.473 10.483L10.483 10.473C11.864 9.092 11.864 6.854 10.483 5.473L8.30802 3.298C6.92702 1.917 4.68902 1.917 3.30802 3.298L3.29802 3.308C1.91702 4.689 1.91702 6.927 3.29802 8.308L4.22902 9.239" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></a></div><span class="cursor-pointer">Add headers to an HTTP request</span></h2>
<span data-as="p">All HTTP requests to Pinecone APIs must contain an <code>Api-Key</code> header that specifies a valid <a class="link" href="/guides/production/security-overview#api-keys">API key</a> and must be encoded as JSON with the <code>Content-Type: application/json</code> header. For example:</span>
<div class="code-block mt-5 mb-8 not-prose rounded-2xl relative group min-w-0 print:print-color-exact text-gray-950 bg-gray-50 dark:bg-white/5 dark:text-gray-50 codeblock-light border border-gray-950/10 dark:border-white/10 dark:twoslash-dark p-0.5" numberOfLines="15" language="shellscript"><div class="flex text-gray-400 text-xs rounded-t-[14px] leading-6 font-medium pl-4 pr-2.5 py-1" data-component-part="code-block-header"><div class="grow-0 flex items-center gap-1.5 text-gray-700 dark:text-gray-300 min-w-0" data-component-part="code-block-header-filename"><span class="truncate min-w-0" title="curl">curl</span></div><div class="flex-1 flex items-center justify-end gap-1.5 print:hidden"><div class="z-10 select-none" id="base-ui-_R_6mbellktbsnlhjiuasnpfiutb_" data-base-ui-tooltip-trigger=""><button class="size-6.5 flex items-center justify-center rounded-md group/code-snippet-feedback-button in-data-floating-buttons:group-[:not(:has([data-fade-overlay]))]:bg-gray-100 dark:in-data-floating-buttons:group-[:not(:has([data-fade-overlay]))]:bg-gray-800" id="code-snippet-feedback-button" aria-label="Report incorrect code"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" class="size-4 shrink-0 text-gray-400 group-hover/code-snippet-feedback-button:text-gray-500 dark:text-white/40 dark:group-hover/code-snippet-feedback-button:text-white/60"><path d="M9 5.431V9.569" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path><path d="M9 11.417C8.449 11.417 8 11.866 8 12.417C8 12.968 8.449 13.417 9 13.417C9.551 13.417 10 12.968 10 12.417C10 11.866 9.551 11.417 9 11.417Z" fill="currentColor" stroke="none"></path><path d="M10.968 2.25H7.03301C6.50301 2.25 5.99401 2.461 5.61901 2.836L2.83701 5.618C2.46201 5.993 2.25101 6.502 2.25101 7.032V10.967C2.25101 11.497 2.46201 12.006 2.83701 12.381L5.61901 15.163C5.99401 15.538 6.50301 15.749 7.03301 15.749H10.968C11.498 15.749 12.007 15.538 12.382 15.163L15.164 12.381C15.539 12.006 15.75 11.497 15.75 10.967V7.032C15.75 6.502 15.539 5.993 15.164 5.618L12.382 2.836C12.007 2.461 11.498 2.25 10.968 2.25Z" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></button></div><div class="z-10 select-none" id="base-ui-_R_6qbellktbsnlhjiuasnpfiutb_" data-base-ui-tooltip-trigger=""><button class="size-6.5 flex items-center justify-center rounded-md group/copy-button in-data-floating-buttons:group-[:not(:has([data-fade-overlay]))]:bg-gray-100 dark:in-data-floating-buttons:group-[:not(:has([data-fade-overlay]))]:bg-gray-800" data-testid="copy-code-button" aria-label="Copy the contents from the code block"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" class="size-4 shrink-0 text-gray-400 group-hover/copy-button:text-gray-500 dark:text-white/40 dark:group-hover/copy-button:text-white/60"><path d="M14.25 5.25H7.25C6.14543 5.25 5.25 6.14543 5.25 7.25V14.25C5.25 15.3546 6.14543 16.25 7.25 16.25H14.25C15.3546 16.25 16.25 15.3546 16.25 14.25V7.25C16.25 6.14543 15.3546 5.25 14.25 5.25Z" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path><path d="M2.80103 11.998L1.77203 5.07397C1.61003 3.98097 2.36403 2.96397 3.45603 2.80197L10.38 1.77297C11.313 1.63397 12.19 2.16297 12.528 3.00097" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></button><span role="status" class="sr-only"></span></div><div class="z-10 select-none" id="base-ui-_R_6ubellktbsnlhjiuasnpfiutb_" data-base-ui-tooltip-trigger=""><button class="size-6.5 flex items-center justify-center rounded-md group/ask-assistant-button in-data-floating-buttons:group-[:not(:has([data-fade-overlay]))]:bg-gray-100 dark:in-data-floating-buttons:group-[:not(:has([data-fade-overlay]))]:bg-gray-800" id="ask-assistant-code-block-button" aria-label="Ask Assistant" data-chat-payload-element-id="lang-shellscript-code-curl_https___api_pin"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" class="size-4 shrink-0 text-gray-400 group-hover/ask-assistant-button:text-gray-500 dark:text-white/40 dark:group-hover/ask-assistant-button:text-white/60"><path d="M5.65799 2.99L4.39499 2.569L3.97399 1.306C3.83699 0.898 3.16199 0.898 3.02499 1.306L2.60399 2.569L1.34099 2.99C1.13699 3.058 0.998993 3.249 0.998993 3.464C0.998993 3.679 1.13699 3.87 1.34099 3.938L2.60399 4.359L3.02499 5.622C3.09299 5.826 3.28499 5.964 3.49999 5.964C3.71499 5.964 3.90599 5.826 3.97499 5.622L4.39599 4.359L5.65899 3.938C5.86299 3.87 6.00099 3.679 6.00099 3.464C6.00099 3.249 5.86199 3.058 5.65799 2.99Z" fill="currentColor" stroke="none"></path><path d="M9.5 2.75L11.412 7.587L16.25 9.5L11.412 11.413L9.5 16.25L7.587 11.413L2.75 9.5L7.587 7.587L9.5 2.75Z" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></button></div></div></div><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px;font-variant-ligatures:none;height:auto;background-color:#ffffff;--shiki-dark-bg:#0B0C0E" data-component-part="code-block-root" class="w-0 min-w-full max-w-full h-full dark:bg-codeblock text-sm leading-6 transition-[height] duration-300 ease-in-out code-block-background **:ring-0 **:outline-0 **:focus:ring-0 **:focus:outline-0 rounded-xt bg-white"><div role="presentation" data-id="base-ui-_R_1jellktbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] py-3.5 px-4 overflow-y-hidden! base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" style="min-width:fit-content" data-component-part="scroll-area-content" class="min-w-full! h-full children:my-0! children:shadow-none! children:bg-transparent!"><div class="font-mono whitespace-pre leading-6"><pre class="shiki shiki-themes github-light-default dark-plus" style="background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4" language="shellscript"><code language="shellscript" numberOfLines="15"><span class="line"><span style="color:#953800;--shiki-dark:#DCDCAA">curl</span><span style="color:#0A3069;--shiki-dark:#CE9178"> https://api.pinecone.io/indexes</span><span style="color:#CF222E;--shiki-dark:#D7BA7D"> \</span></span>
<span class="line"><span style="color:#0550AE;--shiki-dark:#569CD6">   -H</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &quot;Content-Type: application/json&quot;</span><span style="color:#CF222E;--shiki-dark:#D7BA7D"> \</span></span>
<span class="line"><span style="color:#0550AE;--shiki-dark:#569CD6">   -H</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &quot;Api-Key: </span><span style="color:#1F2328;--shiki-dark:#9CDCFE">$PINECONE_API_KEY</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;</span><span style="color:#CF222E;--shiki-dark:#D7BA7D"> \</span></span>
<span class="line"><span style="color:#0550AE;--shiki-dark:#569CD6">  -H</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &quot;X-Pinecone-Api-Version: 2025-10&quot;</span><span style="color:#CF222E;--shiki-dark:#D7BA7D"> \</span></span>
<span class="line"><span style="color:#0550AE;--shiki-dark:#569CD6">   -d</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &#x27;{</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">         &quot;name&quot;:  &quot;docs-example&quot;,</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">         &quot;dimension&quot;: 1536,</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">         &quot;metric&quot;: &quot;cosine&quot;,</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">         &quot;spec&quot;: {</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">            &quot;serverless&quot;: {</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">               &quot;cloud&quot;:&quot;aws&quot;,</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">               &quot;region&quot;: &quot;us-east-1&quot;</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">            }</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">         }</span></span>
<span class="line"><span style="color:#0A3069;--shiki-dark:#CE9178">      }&#x27;</span></span>
</code></pre></div></div></div></div><div class="print:hidden" data-fade-overlay="true" aria-hidden="true" style="--fade-color-light:#ffffff;--fade-color-dark:#0B0C0E"></div></div>
<h2 class="flex whitespace-pre-wrap group font-semibold" id="troubleshooting"><div class="absolute" tabindex="-1"><a href="#troubleshooting" class="-ml-10 flex items-center opacity-0 border-0 group-hover:opacity-100 focus:opacity-100 focus:outline-0 group/link" aria-label="Navigate to header">​<div class="size-6 rounded-md flex items-center justify-center shadow-xs text-gray-400 dark:text-white/50 dark:bg-background-dark dark:brightness-[1.35] dark:ring-1 dark:hover:brightness-150 bg-white ring-1 ring-gray-400/30 dark:ring-gray-700/25 hover:ring-gray-400/60 dark:hover:ring-white/20 group-focus/link:border-2 group-focus/link:border-primary dark:group-focus/link:border-primary-light"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" aria-hidden="true" class="size-3 shrink-0"><path d="M8.50001 6.827C8.14801 6.995 7.81801 7.225 7.52701 7.517L7.51701 7.527C6.13601 8.908 6.13601 11.146 7.51701 12.527L9.69201 14.702C11.073 16.083 13.311 16.083 14.692 14.702L14.702 14.692C16.083 13.311 16.083 11.073 14.702 9.692L13.771 8.761" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path><path d="M9.50002 11.173C9.85202 11.005 10.182 10.775 10.473 10.483L10.483 10.473C11.864 9.092 11.864 6.854 10.483 5.473L8.30802 3.298C6.92702 1.917 4.68902 1.917 3.30802 3.298L3.29802 3.308C1.91702 4.689 1.91702 6.927 3.29802 8.308L4.22902 9.239" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></div></a></div><span class="min-w-0 break-words cursor-pointer">Troubleshooting</span></h2>
<div class="accordion-group [&amp;&gt;details]:border-0 [&amp;&gt;details]:rounded-none [&amp;&gt;details&gt;summary]:rounded-none [&amp;&gt;details]:mb-0 overflow-hidden mt-0 mb-3 rounded-xl prose prose-gray dark:prose-invert divide-y! divide-inherit! border dark:border-white/10"><details class="accordion border-standard rounded-2xl mb-3 overflow-hidden bg-background-light dark:bg-codeblock cursor-default"><summary class="relative not-prose flex flex-row items-center content-center w-full cursor-pointer list-none [&amp;::-webkit-details-marker]:hidden py-4 px-5 [&amp;&gt;div]:ml-2 [&amp;&gt;div]:mr-0 hover:bg-gray-100 hover:dark:bg-gray-800 rounded-t-xl" aria-controls="initialization-errors-due-to-outdated-sdks-accordion-children" aria-expanded="false" data-component-part="accordion-button"><div id="initialization-errors-due-to-outdated-sdks" class="absolute top-[-10.5rem]"></div><div class="mr-0.5" data-component-part="accordion-caret-right"><svg class="forced-colors:forced-color-adjust-none forced-colors:bg-[color:CanvasText]! h-3 w-3 transition bg-gray-700 dark:bg-gray-400 duration-75" aria-hidden="true" focusable="false" style="-webkit-mask-image:url(&quot;https://d3gk2c5xim1je2.cloudfront.net/fontawesome/v7.2.0/solid/caret-right.svg&quot;);-webkit-mask-repeat:no-repeat;-webkit-mask-position:center;mask-image:url(&quot;https://d3gk2c5xim1je2.cloudfront.net/fontawesome/v7.2.0/solid/caret-right.svg&quot;);mask-repeat:no-repeat;mask-position:center"></svg></div><div class="leading-tight text-left w-full" contentEditable="false" data-component-part="accordion-title-container"><p id="initialization-errors-due-to-outdated-sdks-accordion-title" class="m-0 font-medium text-gray-900 dark:text-gray-200" data-component-part="accordion-title">Initialization errors due to outdated SDKs</p></div></summary><div id="initialization-errors-due-to-outdated-sdks-accordion-children" role="region" aria-labelledby="initialization-errors-due-to-outdated-sdks-accordion-title" class="mt-2 mb-4 mx-6 prose prose-gray dark:prose-invert overflow-x-auto cursor-default" data-component-part="accordion-content"><span data-as="p">Older versions of Pinecone required you to initialize a client with an <code>init</code> method that takes both <code>api_key</code> and <code>environment</code> parameters, for example:</span><div data-orientation="horizontal" data-activation-direction="none" class="code-group p-0.5 mt-5 mb-8 flex flex-col not-prose relative rounded-2xl border border-gray-950/10 dark:border-white/10 min-w-0 bg-gray-50 dark:bg-white/5 dark:codeblock-dark text-gray-950 dark:text-gray-50 codeblock-light"><div class="flex items-center justify-between gap-2 relative pr-2.5" data-component-part="code-group-tab-bar"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px" data-component-part="scroll-area" class="min-w-0 flex-1 w-0 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items-center gap-1.5 px-1.5 rounded-lg z-10 group-focus-visible:outline-1 group-focus-visible:outline-primary dark:group-focus-visible:outline-primary-light group-hover:bg-gray-200/50 dark:group-hover:bg-gray-700/70 group-hover:text-primary dark:group-hover:text-primary-light">Python</div><div class="absolute -bottom-1.5 left-0 right-0 h-0.5 rounded-full bg-primary dark:bg-primary-light peer-empty/title:hidden"></div></button><button type="button" data-orientation="horizontal" data-activation-direction="none" aria-disabled="false" tabindex="-1" role="tab" aria-selected="false" id="base-ui-_R_jalbmllktbsnlhjiuasnpfiutb_" class="group flex items-center relative gap-1.5 my-1 mb-1.5 outline-0 whitespace-nowrap font-medium ml-0! first:ml-2.5! focus-visible:outline-hidden text-gray-500 dark:text-gray-400"><div class="peer/title flex items-center gap-1.5 px-1.5 rounded-lg z-10 group-focus-visible:outline-1 group-focus-visible:outline-primary dark:group-focus-visible:outline-primary-light 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dark:text-white/40 dark:group-hover/ask-assistant-button:text-white/60"><path d="M5.65799 2.99L4.39499 2.569L3.97399 1.306C3.83699 0.898 3.16199 0.898 3.02499 1.306L2.60399 2.569L1.34099 2.99C1.13699 3.058 0.998993 3.249 0.998993 3.464C0.998993 3.679 1.13699 3.87 1.34099 3.938L2.60399 4.359L3.02499 5.622C3.09299 5.826 3.28499 5.964 3.49999 5.964C3.71499 5.964 3.90599 5.826 3.97499 5.622L4.39599 4.359L5.65899 3.938C5.86299 3.87 6.00099 3.679 6.00099 3.464C6.00099 3.249 5.86199 3.058 5.65799 2.99Z" fill="currentColor" stroke="none"></path><path d="M9.5 2.75L11.412 7.587L16.25 9.5L11.412 11.413L9.5 16.25L7.587 11.413L2.75 9.5L7.587 7.587L9.5 2.75Z" stroke="currentColor" width="1.5" linecap="round" linejoin="round"></path></svg></button></div></div></div><div class="flex flex-1 overflow-hidden"><div data-orientation="horizontal" data-activation-direction="none" id="base-ui-_R_35bmllktbsnlhjiuasnpfiutb_" role="tabpanel" tabindex="0" data-index="-1" class="w-full min-w-full max-w-full h-full max-h-full relative focus-visible:outline-hidden before:content-[&#x27;&#x27;] before:absolute before:inset-0 before:z-10 before:pointer-events-none before:rounded-xt focus-visible:before:outline focus-visible:before:outline-1 focus-visible:before:-outline-offset-2 focus-visible:before:outline-primary dark:focus-visible:before:outline-primary-light data-hidden:hidden [&amp;_[data-component-part=code-block-root]]:rounded-xt!"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px;font-variant-ligatures:none;height:100%;background-color:#ffffff;--shiki-dark-bg:#0B0C0E" data-component-part="code-block-root" class="w-0 min-w-full max-w-full h-full dark:bg-codeblock text-sm leading-6 transition-[height] duration-300 ease-in-out code-block-background **:ring-0 **:outline-0 **:focus:ring-0 **:focus:outline-0 rounded-xt bg-white"><div role="presentation" data-id="base-ui-_R_r5bmllktbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] py-3.5 px-4 base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" style="min-width:fit-content" data-component-part="scroll-area-content" class="min-w-full! h-full children:my-0! children:shadow-none! children:bg-transparent!"><div class="font-mono whitespace-pre flex-none text-sm h-full leading-6" data-component-part="code-group-tab-content"><pre class="shiki shiki-themes github-light-default dark-plus" style="background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4" language="python"><code language="python" numberOfLines="7"><span class="line"><span style="color:#6E7781;--shiki-dark:#6A9955"># Legacy initialization</span></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#C586C0">import</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> pinecone</span></span>
<span class="line"></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">pc </span><span style="color:#CF222E;--shiki-dark:#D4D4D4">=</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> pinecone.init(</span></span>
<span class="line"><span style="color:#953800;--shiki-dark:#9CDCFE">    api_key</span><span style="color:#CF222E;--shiki-dark:#D4D4D4">=</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;PINECONE_API_KEY&quot;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#953800;--shiki-dark:#9CDCFE">    environment</span><span style="color:#CF222E;--shiki-dark:#D4D4D4">=</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;PINECONE_ENVIRONMENT&quot;</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">)</span></span>
</code></pre></div></div></div></div><div class="print:hidden" data-fade-overlay="true" aria-hidden="true" style="--fade-color-light:#ffffff;--fade-color-dark:#0B0C0E"></div></div><div data-hidden="" data-orientation="horizontal" data-activation-direction="none" hidden="" id="base-ui-_R_55bmllktbsnlhjiuasnpfiutb_" role="tabpanel" tabindex="0" inert="" data-index="-1" class="w-full min-w-full max-w-full h-full max-h-full relative focus-visible:outline-hidden before:content-[&#x27;&#x27;] before:absolute before:inset-0 before:z-10 before:pointer-events-none before:rounded-xt focus-visible:before:outline focus-visible:before:outline-1 focus-visible:before:-outline-offset-2 focus-visible:before:outline-primary dark:focus-visible:before:outline-primary-light data-hidden:hidden [&amp;_[data-component-part=code-block-root]]:rounded-xt!"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px;font-variant-ligatures:none;height:100%;background-color:#ffffff;--shiki-dark-bg:#0B0C0E" data-component-part="code-block-root" class="w-0 min-w-full max-w-full h-full dark:bg-codeblock text-sm leading-6 transition-[height] duration-300 ease-in-out code-block-background **:ring-0 **:outline-0 **:focus:ring-0 **:focus:outline-0 rounded-xt bg-white"><div role="presentation" data-id="base-ui-_R_t5bmllktbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] py-3.5 px-4 base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" style="min-width:fit-content" data-component-part="scroll-area-content" class="min-w-full! h-full children:my-0! children:shadow-none! children:bg-transparent!"><div class="font-mono whitespace-pre flex-none text-sm h-full leading-6" data-component-part="code-group-tab-content"><pre class="shiki shiki-themes github-light-default dark-plus" style="background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4" language="javascript"><code language="javascript" numberOfLines="8"><span class="line"><span style="color:#6E7781;--shiki-dark:#6A9955">// Legacy initialization</span></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#C586C0">import</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> { </span><span style="color:#1F2328;--shiki-dark:#9CDCFE">Pinecone</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> } </span><span style="color:#CF222E;--shiki-dark:#C586C0">from</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &#x27;@pinecone-database/pinecone&#x27;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">;</span></span>
<span class="line"></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#569CD6">const</span><span style="color:#0550AE;--shiki-dark:#4FC1FF"> pineconeClient</span><span style="color:#CF222E;--shiki-dark:#D4D4D4"> =</span><span style="color:#CF222E;--shiki-dark:#569CD6"> new</span><span style="color:#8250DF;--shiki-dark:#DCDCAA"> PineconeClient</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">();</span></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#C586C0">await</span><span style="color:#1F2328;--shiki-dark:#9CDCFE"> pineconeClient</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">.</span><span style="color:#8250DF;--shiki-dark:#DCDCAA">init</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">({</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">    apiKey:</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &#x27;PINECONE_API_KEY&#x27;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">    environment:</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &#x27;PINECONE_ENVIRONMENT&#x27;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">,</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">});</span></span>
</code></pre></div></div></div></div><div class="print:hidden" data-fade-overlay="true" aria-hidden="true" style="--fade-color-light:#ffffff;--fade-color-dark:#0B0C0E"></div></div></div></div><span data-as="p">In more recent versions of Pinecone, this has changed. Initialization no longer requires an <code>init</code> step, and cloud environment is defined for each index rather than an entire project. Client initialization now only requires an <code>api_key</code> parameter, for example:</span><div data-orientation="horizontal" data-activation-direction="none" class="code-group p-0.5 mt-5 mb-8 flex flex-col not-prose relative rounded-2xl border border-gray-950/10 dark:border-white/10 min-w-0 bg-gray-50 dark:bg-white/5 dark:codeblock-dark text-gray-950 dark:text-gray-50 codeblock-light"><div class="flex items-center justify-between gap-2 relative pr-2.5" data-component-part="code-group-tab-bar"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px" data-component-part="scroll-area" class="min-w-0 flex-1 w-0 rounded-tl-xl"><div role="presentation" data-id="base-ui-_R_2mbmllktbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] overflow-y-hidden! base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" 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focus-visible:before:outline-primary dark:focus-visible:before:outline-primary-light data-hidden:hidden [&amp;_[data-component-part=code-block-root]]:rounded-xt!"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px;font-variant-ligatures:none;height:100%;background-color:#ffffff;--shiki-dark-bg:#0B0C0E" data-component-part="code-block-root" class="w-0 min-w-full max-w-full h-full dark:bg-codeblock text-sm leading-6 transition-[height] duration-300 ease-in-out code-block-background **:ring-0 **:outline-0 **:focus:ring-0 **:focus:outline-0 rounded-xt bg-white"><div role="presentation" data-id="base-ui-_R_r6bmllktbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] py-3.5 px-4 base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" style="min-width:fit-content" data-component-part="scroll-area-content" class="min-w-full! h-full children:my-0! children:shadow-none! children:bg-transparent!"><div class="font-mono whitespace-pre flex-none text-sm h-full leading-6" data-component-part="code-group-tab-content"><pre class="shiki shiki-themes github-light-default dark-plus" style="background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4" language="python"><code language="python" numberOfLines="4"><span class="line"><span style="color:#6E7781;--shiki-dark:#6A9955"># New initialization</span></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#C586C0">from</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> pinecone </span><span style="color:#CF222E;--shiki-dark:#C586C0">import</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> Pinecone</span></span>
<span class="line"></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">pc </span><span style="color:#CF222E;--shiki-dark:#D4D4D4">=</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> Pinecone(</span><span style="color:#953800;--shiki-dark:#9CDCFE">api_key</span><span style="color:#CF222E;--shiki-dark:#D4D4D4">=</span><span style="color:#0A3069;--shiki-dark:#CE9178">&quot;YOUR_API_KEY&quot;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">)</span></span>
</code></pre></div></div></div></div><div class="print:hidden" data-fade-overlay="true" aria-hidden="true" style="--fade-color-light:#ffffff;--fade-color-dark:#0B0C0E"></div></div><div data-hidden="" data-orientation="horizontal" data-activation-direction="none" hidden="" id="base-ui-_R_56bmllktbsnlhjiuasnpfiutb_" role="tabpanel" tabindex="0" inert="" data-index="-1" class="w-full min-w-full max-w-full h-full max-h-full relative focus-visible:outline-hidden before:content-[&#x27;&#x27;] before:absolute before:inset-0 before:z-10 before:pointer-events-none before:rounded-xt focus-visible:before:outline focus-visible:before:outline-1 focus-visible:before:-outline-offset-2 focus-visible:before:outline-primary dark:focus-visible:before:outline-primary-light data-hidden:hidden [&amp;_[data-component-part=code-block-root]]:rounded-xt!"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px;font-variant-ligatures:none;height:100%;background-color:#ffffff;--shiki-dark-bg:#0B0C0E" data-component-part="code-block-root" class="w-0 min-w-full max-w-full h-full dark:bg-codeblock text-sm leading-6 transition-[height] duration-300 ease-in-out code-block-background **:ring-0 **:outline-0 **:focus:ring-0 **:focus:outline-0 rounded-xt bg-white"><div role="presentation" data-id="base-ui-_R_t6bmllktbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] py-3.5 px-4 base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" style="min-width:fit-content" data-component-part="scroll-area-content" class="min-w-full! h-full children:my-0! children:shadow-none! children:bg-transparent!"><div class="font-mono whitespace-pre flex-none text-sm h-full leading-6" data-component-part="code-group-tab-content"><pre class="shiki shiki-themes github-light-default dark-plus" style="background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4" language="javascript"><code language="javascript" numberOfLines="6"><span class="line"><span style="color:#6E7781;--shiki-dark:#6A9955">// New initialization</span></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#C586C0">import</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> { </span><span style="color:#1F2328;--shiki-dark:#9CDCFE">Pinecone</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> } </span><span style="color:#CF222E;--shiki-dark:#C586C0">from</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &#x27;@pinecone-database/pinecone&#x27;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">;</span></span>
<span class="line"></span>
<span class="line"><span style="color:#CF222E;--shiki-dark:#569CD6">const</span><span style="color:#0550AE;--shiki-dark:#4FC1FF"> pc</span><span style="color:#CF222E;--shiki-dark:#D4D4D4"> =</span><span style="color:#CF222E;--shiki-dark:#569CD6"> new</span><span style="color:#8250DF;--shiki-dark:#DCDCAA"> Pinecone</span><span style="color:#1F2328;--shiki-dark:#D4D4D4">({</span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#9CDCFE">    apiKey:</span><span style="color:#0A3069;--shiki-dark:#CE9178"> &#x27;YOUR_API_KEY&#x27;</span><span style="color:#1F2328;--shiki-dark:#D4D4D4"> </span></span>
<span class="line"><span style="color:#1F2328;--shiki-dark:#D4D4D4">});</span></span>
</code></pre></div></div></div></div><div class="print:hidden" data-fade-overlay="true" aria-hidden="true" style="--fade-color-light:#ffffff;--fade-color-dark:#0B0C0E"></div></div></div></div><span data-as="p">If you are receiving errors about initialization, upgrade your <a class="link" href="/reference/pinecone-sdks">Pinecone SDK</a> to the latest version, for example:</span><div data-orientation="horizontal" data-activation-direction="none" class="code-group p-0.5 mt-5 mb-8 flex flex-col not-prose relative rounded-2xl border border-gray-950/10 dark:border-white/10 min-w-0 bg-gray-50 dark:bg-white/5 dark:codeblock-dark text-gray-950 dark:text-gray-50 codeblock-light"><div class="flex items-center justify-between gap-2 relative pr-2.5" data-component-part="code-group-tab-bar"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px" data-component-part="scroll-area" class="min-w-0 flex-1 w-0 rounded-tl-xl"><div 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data-index="-1" class="w-full min-w-full max-w-full h-full max-h-full relative focus-visible:outline-hidden before:content-[&#x27;&#x27;] before:absolute before:inset-0 before:z-10 before:pointer-events-none before:rounded-xt focus-visible:before:outline focus-visible:before:outline-1 focus-visible:before:-outline-offset-2 focus-visible:before:outline-primary dark:focus-visible:before:outline-primary-light data-hidden:hidden [&amp;_[data-component-part=code-block-root]]:rounded-xt!"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px;font-variant-ligatures:none;height:100%;background-color:#ffffff;--shiki-dark-bg:#0B0C0E" data-component-part="code-block-root" class="w-0 min-w-full max-w-full h-full dark:bg-codeblock text-sm leading-6 transition-[height] duration-300 ease-in-out code-block-background **:ring-0 **:outline-0 **:focus:ring-0 **:focus:outline-0 rounded-xt bg-white"><div role="presentation" data-id="base-ui-_R_r7bmllktbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] py-3.5 px-4 base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" style="min-width:fit-content" data-component-part="scroll-area-content" class="min-w-full! h-full children:my-0! children:shadow-none! children:bg-transparent!"><div class="font-mono whitespace-pre flex-none text-sm h-full leading-6" data-component-part="code-group-tab-content"><pre class="shiki shiki-themes github-light-default dark-plus" style="background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4" language="shellscript"><code language="shellscript" numberOfLines="2"><span class="line"><span style="color:#6E7781;--shiki-dark:#6A9955"># Upgrade Pinecone SDK</span></span>
<span class="line"><span style="color:#953800;--shiki-dark:#DCDCAA">pip</span><span style="color:#0A3069;--shiki-dark:#CE9178"> install</span><span style="color:#0A3069;--shiki-dark:#CE9178"> pinecone</span><span style="color:#0550AE;--shiki-dark:#569CD6"> --upgrade</span></span>
</code></pre></div></div></div></div><div class="print:hidden" data-fade-overlay="true" aria-hidden="true" style="--fade-color-light:#ffffff;--fade-color-dark:#0B0C0E"></div></div><div data-hidden="" data-orientation="horizontal" data-activation-direction="none" hidden="" id="base-ui-_R_57bmllktbsnlhjiuasnpfiutb_" role="tabpanel" tabindex="0" inert="" data-index="-1" class="w-full min-w-full max-w-full h-full max-h-full relative focus-visible:outline-hidden before:content-[&#x27;&#x27;] before:absolute before:inset-0 before:z-10 before:pointer-events-none before:rounded-xt focus-visible:before:outline focus-visible:before:outline-1 focus-visible:before:-outline-offset-2 focus-visible:before:outline-primary dark:focus-visible:before:outline-primary-light data-hidden:hidden [&amp;_[data-component-part=code-block-root]]:rounded-xt!"><div role="presentation" style="position:relative;--scroll-area-corner-height:0px;--scroll-area-corner-width:0px;font-variant-ligatures:none;height:100%;background-color:#ffffff;--shiki-dark-bg:#0B0C0E" data-component-part="code-block-root" class="w-0 min-w-full max-w-full h-full dark:bg-codeblock text-sm leading-6 transition-[height] duration-300 ease-in-out code-block-background **:ring-0 **:outline-0 **:focus:ring-0 **:focus:outline-0 rounded-xt bg-white"><div role="presentation" data-id="base-ui-_R_t7bmllktbsnlhjiuasnpfiutb_-viewport" tabindex="-1" class="size-full rounded-[inherit] [--scroll-area-fade-size:32px] py-3.5 px-4 base-ui-disable-scrollbar" style="overflow:scroll" data-component-part="scroll-area-viewport"><div role="presentation" style="min-width:fit-content" data-component-part="scroll-area-content" class="min-w-full! h-full children:my-0! children:shadow-none! children:bg-transparent!"><div class="font-mono whitespace-pre flex-none text-sm h-full leading-6" data-component-part="code-group-tab-content"><pre class="shiki shiki-themes github-light-default dark-plus" style="background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4" language="shellscript"><code language="shellscript" numberOfLines="2"><span class="line"><span style="color:#6E7781;--shiki-dark:#6A9955"># Upgrade Pinecone SDK</span></span>
<span class="line"><span style="color:#953800;--shiki-dark:#DCDCAA">npm</span><span style="color:#0A3069;--shiki-dark:#CE9178"> install</span><span style="color:#0A3069;--shiki-dark:#CE9178"> @pinecone-database/pinecone@latest</span></span>
</code></pre></div></div></div></div><div class="print:hidden" data-fade-overlay="true" aria-hidden="true" style="--fade-color-light:#ffffff;--fade-color-dark:#0B0C0E"></div></div></div></div><span data-as="p">Also, note that some third-party tutorials and examples still reference the older initialization method. In such cases, follow the example above and the examples throughout the Pinecone documentation instead.</span></div></details></div></div><div class="feedback-toolbar pb-16 w-full flex flex-col gap-y-8"><div class="flex flex-row flex-wrap gap-4 items-center justify-between"><p class="inline-block text-sm text-gray-600 dark:text-gray-400 whitespace-nowrap">Was this page helpful?</p><div class="flex flex-wrap grow gap-3 items-center justify-end"><div class="flex gap-3 items-center"><button id="feedback-thumbs-up" class="px-3.5 py-2 flex flex-row gap-3 items-center border-standard rounded-xl text-gray-600 dark:text-gray-400 hover:text-gray-700 dark:hover:text-gray-300 bg-white/50 dark:bg-codeblock/50 hover:border-gray-500 hover:dark:border-gray-500 focus-visible:outline-2 focus-visible:-outline-offset-2 focus-visible:outline-primary dark:focus-visible:outline-primary-light"><svg xmlns="http://www.w3.org/2000/svg" width="18" height="18" viewBox="0 0 18 18" fill="none" stroke="currentColor" 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Deleting a namespace is irreversible; all data in the namespace is permanently deleted.\\n\\nFor guidance and examples, see [Manage namespaces](https://docs.pinecone.io/guides/manage-data/manage-namespaces).\\n\\n**Note:** This operation is not supported for pod-based indexes.\",\"href\":\"/reference/api/2026-01.alpha/data-plane/deletenamespace\"}]},{\"group\":\"Vectors\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml post /vectors/upsert\",\"title\":\"Upsert records\",\"description\":\"Upsert records into a namespace. If a new value is upserted for an existing record ID, it will overwrite the previous value.\\n\\nFor guidance, examples, and limits, see [Upsert data](https://docs.pinecone.io/guides/index-data/upsert-data).\",\"href\":\"/reference/api/2026-01.alpha/data-plane/upsert\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml post /records/namespaces/{namespace}/upsert\",\"title\":\"Upsert text\",\"description\":\"Upsert text into a namespace. Pinecone converts the text to vectors automatically using the hosted embedding model associated with the index.\\n\\nUpserting text is supported only for [indexes with integrated embedding](https://docs.pinecone.io/guides/index-data/create-an-index#embedding-models).\\n\\nFor guidance, examples, and limits, see [Upsert data](https://docs.pinecone.io/guides/index-data/upsert-data).\",\"href\":\"/reference/api/2026-01.alpha/data-plane/upsert_records\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml get /vectors/fetch\",\"title\":\"Fetch records\",\"description\":\"Look up and return records by ID from a single namespace. The returned records include the vector data and/or metadata.\\nFor on-demand indexes, since vector values are retrieved from object storage, fetch operations may have increased latency. If you only need metadata or IDs, consider using the query operation with `includeValues` set to `false` instead.\\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/manage-data/fetch-data).\",\"href\":\"/reference/api/2026-01.alpha/data-plane/fetch\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml post /vectors/fetch_by_metadata\",\"title\":\"Fetch records by metadata\",\"description\":\"Look up and return records by metadata from a single namespace. The returned records include the vector data and metadata.\\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/manage-data/fetch-data).\",\"href\":\"/reference/api/2026-01.alpha/data-plane/fetch_by_metadata\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml post /vectors/update\",\"title\":\"Update a record\",\"description\":\"Update records by ID or by metadata in a namespace. Updating by ID changes the vector and/or metadata of a single record. Updating by metadata changes metadata across multiple records using a metadata filter.\\nIf a vector value is included, it will overwrite the previous value. If `set_metadata` is included, only the specified metadata fields are modified, and if a specified metadata field does not exist, it is added.\\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/manage-data/update-data).\",\"href\":\"/reference/api/2026-01.alpha/data-plane/update\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml post /vectors/delete\",\"title\":\"Delete records\",\"description\":\"Delete records by id or by metadata from a single namespace.\\n\\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/manage-data/delete-data).\",\"href\":\"/reference/api/2026-01.alpha/data-plane/delete\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml get /vectors/list\",\"title\":\"List record IDs\",\"description\":\"List the IDs of records in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\\n\\nReturns up to 100 IDs at a time by default in sorted order (bitwise \\\"C\\\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\\n\\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/manage-data/list-record-ids).\\n\\n**Note:** `list` is supported only for serverless indexes.\",\"href\":\"/reference/api/2026-01.alpha/data-plane/list\"}]},{\"group\":\"Search\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml post /query\",\"title\":\"Search with a vector\",\"description\":\"Search a namespace using a query vector. It retrieves the ids of the most similar items in a namespace, along with their similarity scores.\\n\\nFor guidance, examples, and limits, see [Search](https://docs.pinecone.io/guides/search/search-overview).\",\"href\":\"/reference/api/2026-01.alpha/data-plane/query\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml post /records/namespaces/{namespace}/search\",\"title\":\"Search with text\",\"description\":\"Search a namespace with a query text, query vector, or record ID and return the most similar records, along with their similarity scores. Optionally, rerank the initial results based on their relevance to the query. \\n\\nSearching with text is supported only for indexes with [integrated embedding](https://docs.pinecone.io/guides/index-data/indexing-overview#vector-embedding). Searching with a query vector or record ID is supported for all indexes. \\n\\nFor guidance and examples, see [Search](https://docs.pinecone.io/guides/search/search-overview).\",\"href\":\"/reference/api/2026-01.alpha/data-plane/search_records\"}]},{\"group\":\"Documents\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml post /namespaces/{namespace}/documents/upsert\",\"title\":\"Upsert documents\",\"description\":\"Upsert documents into a namespace.\\n\\nEach document must include an `_id` field and the fields required by the index type (for example, `_values` for dense indexes or text fields for full-text search indexes).\",\"href\":\"/reference/api/2026-01.alpha/data-plane/upsert_documents\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml post /namespaces/{namespace}/documents/search\",\"title\":\"Search documents\",\"description\":\"Search for documents in a namespace using one or more scoring methods (dense vector, sparse vector, text, or query string similarity).\\n\\nReturns the top-k most similar documents along with their scores and requested fields.\",\"href\":\"/reference/api/2026-01.alpha/data-plane/search_documents\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml post /namespaces/{namespace}/documents/fetch\",\"title\":\"Fetch documents\",\"description\":\"Fetch documents from a namespace by their IDs. Returns the specified fields for each document.\",\"href\":\"/reference/api/2026-01.alpha/data-plane/fetch_documents\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml post /namespaces/{namespace}/documents/delete\",\"title\":\"Delete documents\",\"description\":\"Delete documents from a namespace. Exactly one of `ids` or `delete_all` must be specified.\\n\\n- `ids`: Delete documents with the given IDs.\\n- `delete_all`: Delete all documents in the namespace.\",\"href\":\"/reference/api/2026-01.alpha/data-plane/delete_documents\"}]},{\"group\":\"Imports\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml post /bulk/imports\",\"title\":\"Start import\",\"description\":\"Start an asynchronous import of vectors from object storage into an index.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2026-01.alpha/data-plane/start_import\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml get /bulk/imports\",\"title\":\"List imports\",\"description\":\"List all recent and ongoing import operations.\\n\\nBy default, `list_imports` returns up to 100 imports per page. If the `limit` parameter is set, `list` returns up to that number of imports instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of imports. When the response does not include a `pagination_token`, there are no more imports to return.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2026-01.alpha/data-plane/list_imports\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml get /bulk/imports/{id}\",\"title\":\"Describe an import\",\"description\":\"Return details of a specific import operation.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2026-01.alpha/data-plane/describe_import\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_data_2026-01.alpha.oas.yaml delete /bulk/imports/{id}\",\"title\":\"Cancel an import\",\"description\":\"Cancel an import operation if it is not yet finished. It has no effect if the operation is already finished.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2026-01.alpha/data-plane/cancel_import\"}]},{\"group\":\"Backups\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_control_2026-01.alpha.oas.yaml post /indexes/{index_name}/backups\",\"title\":\"Create a backup of an index\",\"description\":\"Create a backup of an index.\\n\",\"href\":\"/reference/api/2026-01.alpha/control-plane/create_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_control_2026-01.alpha.oas.yaml get /backups\",\"title\":\"List backups for all indexes in a project\",\"description\":\"List all backups for a project.\",\"href\":\"/reference/api/2026-01.alpha/control-plane/list_project_backups\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_control_2026-01.alpha.oas.yaml get /indexes/{index_name}/backups\",\"title\":\"List backups for an index\",\"description\":\"List all backups for an index.\",\"href\":\"/reference/api/2026-01.alpha/control-plane/list_index_backups\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_control_2026-01.alpha.oas.yaml get /backups/{backup_id}\",\"title\":\"Describe a backup\",\"description\":\"Get a description of a backup.\",\"href\":\"/reference/api/2026-01.alpha/control-plane/describe_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_control_2026-01.alpha.oas.yaml delete /backups/{backup_id}\",\"title\":\"Delete a backup\",\"description\":\"Delete a backup.\",\"href\":\"/reference/api/2026-01.alpha/control-plane/delete_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_control_2026-01.alpha.oas.yaml post /backups/{backup_id}/create-index\",\"title\":\"Create an index from a backup\",\"description\":\"Create an index from a backup. For serverless backups, you can optionally set `read_capacity` so the restored index is created with dedicated read nodes (DRN) instead of defaulting to on-demand capacity.\",\"href\":\"/reference/api/2026-01.alpha/control-plane/create_index_from_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_control_2026-01.alpha.oas.yaml get /restore-jobs\",\"title\":\"List restore jobs\",\"description\":\"List all restore jobs for a project.\",\"href\":\"/reference/api/2026-01.alpha/control-plane/list_restore_jobs\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_control_2026-01.alpha.oas.yaml get /restore-jobs/{job_id}\",\"title\":\"Describe a restore job\",\"description\":\"Get a description of a restore job.\",\"href\":\"/reference/api/2026-01.alpha/control-plane/describe_restore_job\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_control_2026-01.alpha.oas.yaml get /collections\",\"title\":\"List collections\",\"description\":\"List all collections in a project.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2026-01.alpha/control-plane/list_collections\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_control_2026-01.alpha.oas.yaml post /collections\",\"title\":\"Create a collection\",\"description\":\"Create a Pinecone collection.\\n  \\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2026-01.alpha/control-plane/create_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_control_2026-01.alpha.oas.yaml get /collections/{collection_name}\",\"title\":\"Describe a collection\",\"description\":\"Get a description of a collection.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2026-01.alpha/control-plane/describe_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-01.alpha/db_control_2026-01.alpha.oas.yaml delete /collections/{collection_name}\",\"title\":\"Delete a collection\",\"description\":\"Delete an existing collection.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2026-01.alpha/control-plane/delete_collection\"}]}]},{\"group\":\"Inference\",\"pages\":[{\"group\":\"Embed\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/inference_2026-04.oas.yaml post /embed\",\"title\":\"Generate vectors\",\"description\":\"Generate vector embeddings for input data. This endpoint uses Pinecone's [hosted embedding models](https://docs.pinecone.io/guides/index-data/create-an-index#embedding-models).\",\"href\":\"/reference/api/2026-04/inference/generate-embeddings\"}]},{\"group\":\"Rerank\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/inference_2026-04.oas.yaml post /rerank\",\"title\":\"Rerank results\",\"description\":\"Rerank results according to their relevance to a query.\\n\\nFor guidance and examples, see [Rerank results](https://docs.pinecone.io/guides/search/rerank-results).\",\"href\":\"/reference/api/2026-04/inference/rerank\"}]},{\"group\":\"Models\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/inference_2026-04.oas.yaml get /models\",\"title\":\"List available models\",\"description\":\"List the embedding and reranking models hosted by Pinecone. \\n\\nYou can use hosted models as an integrated part of Pinecone operations or for standalone embedding and reranking. For more details, see [Vector embedding](https://docs.pinecone.io/guides/index-data/indexing-overview#vector-embedding) and [Rerank results](https://docs.pinecone.io/guides/search/rerank-results).\",\"href\":\"/reference/api/2026-04/inference/list_models\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/inference_2026-04.oas.yaml get /models/{model_name}\",\"title\":\"Describe a model\",\"description\":\"Get a description of a model hosted by Pinecone. \\n\\nYou can use hosted models as an integrated part of Pinecone operations or for standalone embedding and reranking. For more details, see [Vector embedding](https://docs.pinecone.io/guides/index-data/indexing-overview#vector-embedding) and [Rerank results](https://docs.pinecone.io/guides/search/rerank-results).\",\"href\":\"/reference/api/2026-04/inference/describe_model\"}]}]},{\"group\":\"Admin\",\"pages\":[{\"group\":\"API keys\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/projects/{project_id}/api-keys\",\"title\":\"Create an API key\",\"description\":\"Create an API key for a project to authenticate Data Plane and Control Plane requests.\\n\",\"href\":\"/reference/api/2026-04/admin/create_api_key\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/projects/{project_id}/api-keys\",\"title\":\"List API keys\",\"description\":\"List all API keys in a project.\",\"href\":\"/reference/api/2026-04/admin/list_api_keys\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/api-keys/{api_key_id}\",\"title\":\"Get API key details\",\"description\":\"Get an API key's details, excluding its secret.\",\"href\":\"/reference/api/2026-04/admin/fetch_api_key\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml patch /admin/api-keys/{api_key_id}\",\"title\":\"Update an API key\",\"description\":\"Update an API key's name and roles.\",\"href\":\"/reference/api/2026-04/admin/update_api_key\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml delete /admin/api-keys/{api_key_id}\",\"title\":\"Delete an API key\",\"description\":\"Delete an API key from a project.\",\"href\":\"/reference/api/2026-04/admin/delete_api_key\"}]},{\"group\":\"Projects\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/projects\",\"title\":\"Create a new project\",\"description\":\"Create a new project.\",\"href\":\"/reference/api/2026-04/admin/create_project\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/projects\",\"title\":\"List projects\",\"description\":\"List all projects in an organization.\",\"href\":\"/reference/api/2026-04/admin/list_projects\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/projects/{project_id}\",\"title\":\"Get project details\",\"description\":\"Get a project's details.\",\"href\":\"/reference/api/2026-04/admin/fetch_project\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml patch /admin/projects/{project_id}\",\"title\":\"Update a project\",\"description\":\"Update a project's name, maximum number of Pods, or customer-managed encryption key (CMEK).\\n\",\"href\":\"/reference/api/2026-04/admin/update_project\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml delete /admin/projects/{project_id}\",\"title\":\"Delete a project\",\"description\":\"Delete a project and all its configuration; delete its indexes, assistants, backups, and collections first.\\n\",\"href\":\"/reference/api/2026-04/admin/delete_project\"}]},{\"group\":\"Service accounts\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/service-accounts\",\"title\":\"Create a service account\",\"description\":\"Create a service account with optional initial role bindings; the client secret is returned only once.\\n\",\"href\":\"/reference/api/2026-04/admin/create_service_account\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/service-accounts\",\"title\":\"List service accounts\",\"description\":\"List service accounts in the caller's organization.\",\"href\":\"/reference/api/2026-04/admin/list_service_accounts\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/service-accounts/{service_account_id}\",\"title\":\"Get service account details\",\"description\":\"Get a service account by ID; the client secret is returned only from create and rotate-secret requests.\\n\",\"href\":\"/reference/api/2026-04/admin/fetch_service_account\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml patch /admin/service-accounts/{service_account_id}\",\"title\":\"Update a service account\",\"description\":\"Update a service account's name; role bindings are managed through the role-binding endpoints.\\n\",\"href\":\"/reference/api/2026-04/admin/update_service_account\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml delete /admin/service-accounts/{service_account_id}\",\"title\":\"Delete a service account\",\"description\":\"Delete a service account and its role bindings; tokens it minted are revoked within a few seconds.\\n\",\"href\":\"/reference/api/2026-04/admin/delete_service_account\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/service-accounts/{service_account_id}/rotate-secret\",\"title\":\"Rotate a service account's OAuth client secret\",\"description\":\"Rotate a service account's OAuth client secret; the previous secret and its tokens are revoked within seconds and the new secret is returned only once.\\n\",\"href\":\"/reference/api/2026-04/admin/rotate_service_account_secret\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/oauth_2026-04.oas.yaml post /oauth/token\",\"title\":\"Create an access token\",\"description\":\"Obtain an access token for a service account using the OAuth2 client credentials flow. An access token is needed to authorize requests to the Pinecone Admin API.\\nThe host domain for OAuth endpoints is `login.pinecone.io`.\\n\",\"href\":\"/reference/api/2026-04/admin/get_token\"}]},{\"group\":\"Users\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/users\",\"title\":\"List users in the organization\",\"description\":\"List users in the caller's organization, optionally filtered by email address.\\n\",\"href\":\"/reference/api/2026-04/admin/list_users\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/users/{user_id}\",\"title\":\"Get user details\",\"description\":\"Get a user in the caller's organization by ID.\",\"href\":\"/reference/api/2026-04/admin/fetch_user\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml delete /admin/users/{user_id}\",\"title\":\"Remove a user from the organization\",\"description\":\"Remove a user from the organization and revoke their role bindings; their Pinecone account is not deleted.\\n\",\"href\":\"/reference/api/2026-04/admin/delete_user\"}]},{\"group\":\"Invites\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/invites\",\"title\":\"Invite a user to the organization\",\"description\":\"Invite a user to the organization by email and grant their initial role bindings.\\n\",\"href\":\"/reference/api/2026-04/admin/create_invite\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/invites\",\"title\":\"List invites\",\"description\":\"List pending and expired invites in the caller's organization.\",\"href\":\"/reference/api/2026-04/admin/list_invites\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/invites/{invite_id}\",\"title\":\"Get invite details\",\"description\":\"Get an invite in the caller's organization by ID.\",\"href\":\"/reference/api/2026-04/admin/fetch_invite\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml delete /admin/invites/{invite_id}\",\"title\":\"Delete an invite\",\"description\":\"Delete a pending or expired invite and its role bindings; to remove an accepted user, delete the user instead.\\n\",\"href\":\"/reference/api/2026-04/admin/delete_invite\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/invites/{invite_id}/resend\",\"title\":\"Resend an invite email\",\"description\":\"Resend the invite email and extend its expiration to 7 days from now; limited to 100 emails per hour per organization.\\n\",\"href\":\"/reference/api/2026-04/admin/resend_invite\"}]},{\"group\":\"Role bindings\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/role-bindings\",\"title\":\"Create a role binding\",\"description\":\"Grant a role to a principal at an organization or project scope.\\n\",\"href\":\"/reference/api/2026-04/admin/create_role_binding\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/role-bindings\",\"title\":\"List role bindings\",\"description\":\"List role bindings in the caller's organization, optionally filtered by principal, resource, and role.\\n\",\"href\":\"/reference/api/2026-04/admin/list_role_bindings\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/role-bindings/{role_binding_id}\",\"title\":\"Get role binding details\",\"description\":\"Get a role binding in the caller's organization by ID.\\n\",\"href\":\"/reference/api/2026-04/admin/fetch_role_binding\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml delete /admin/role-bindings/{role_binding_id}\",\"title\":\"Delete a role binding\",\"description\":\"Delete a role binding; permissions are revoked when the deletion completes.\\n\",\"href\":\"/reference/api/2026-04/admin/delete_role_binding\"}]}]},{\"group\":\"SDKs\",\"pages\":[{\"title\":\"Pinecone SDKs overview\",\"description\":\"Browse official Pinecone SDKs for Python, Node.js, Java, and Go, including the version mappings between SDK releases and API versions.\",\"href\":\"/reference/pinecone-sdks\"},{\"group\":\"Python\",\"pages\":[{\"title\":\"Pinecone Python SDK\",\"description\":\"Install and use the Pinecone SDK for Pinecone Python SDK: auth, typed clients, and API operations. For installation instructions, usage examples, and.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/python/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Python SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://sdk.pinecone.io/python/\",\"href\":\"/reference/sdks/python/reference\"}]},{\"group\":\"Node.js\",\"pages\":[{\"title\":\"Pinecone Node.js SDK\",\"description\":\"Install and use the Pinecone Node.js and TypeScript SDK to manage indexes, upsert vectors, run semantic search, and call the Admin and Inference APIs.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/node/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Node.js SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://sdk.pinecone.io/typescript/\",\"href\":\"/reference/sdks/node/reference\"}]},{\"group\":\"Java\",\"pages\":[{\"title\":\"Pinecone Java SDK\",\"description\":\"Install and use the Pinecone Java SDK to manage indexes and namespaces, upsert vectors, run semantic search, and call the Admin and Inference APIs from Java.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/java/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Java SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://github.com/pinecone-io/pinecone-java-client\",\"href\":\"/reference/sdks/java/reference\"},{\"title\":\"OpenTelemetry support\",\"sidebarTitle\":\"OpenTelemetry\",\"description\":\"Monitor Pinecone Java SDK operations with OpenTelemetry metrics for client latency, server processing time, and errors via Prometheus.\",\"href\":\"/reference/sdks/java/open-telemetry\"}]},{\"group\":\"Go\",\"pages\":[{\"title\":\"Pinecone Go SDK\",\"description\":\"Install and use the Pinecone Go SDK to manage indexes and namespaces, upsert vectors, run semantic search, and call the Admin and Inference APIs from Go.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/go/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Go SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://github.com/pinecone-io/go-pinecone\",\"href\":\"/reference/sdks/go/reference\"}]}]},{\"group\":\"CLI\",\"pages\":[{\"title\":\"CLI quickstart\",\"description\":\"Pinecone CLI quickstart for installing pc, authenticating, and managing indexes, vectors, and data imports directly from your terminal.\",\"sidebarTitle\":\"Quickstart\",\"href\":\"/reference/cli/quickstart\"},{\"title\":\"CLI command reference\",\"description\":\"Complete Pinecone CLI command reference covering syntax, subcommands, flags, help output, and exit codes for auth, index, and project.\",\"sidebarTitle\":\"Command reference\",\"href\":\"/reference/cli/command-reference\"},{\"title\":\"CLI authentication\",\"description\":\"Authenticate the Pinecone CLI using user login, service accounts, or API keys, including auth priority and Admin API access rules.\",\"sidebarTitle\":\"Authentication\",\"href\":\"/reference/cli/authentication\"},{\"title\":\"CLI target context\",\"description\":\"Pinecone CLI: The CLI's **target context** determines which organization and project your commands operate on. You must authenticate before setting target.\",\"sidebarTitle\":\"Target context\",\"href\":\"/reference/cli/target-context\"}]},{\"group\":\"Tools\",\"pages\":[{\"title\":\"Spark-Pinecone connector\",\"description\":\"Pinecone data tools: Use the connector to efficiently create, ingest, and update vector embeddings at scale with Databricks and Pinecone.\",\"href\":\"/reference/tools/pinecone-spark-connector\"}]}]},{\"version\":\"2026-04 (latest)\",\"default\":true,\"groups\":[{\"group\":\"APIs\",\"pages\":[{\"title\":\"API reference\",\"description\":\"Pinecone API reference overview for Database, Inference, and Admin endpoints with supported SDKs including Python, Node.js, Java, and Go.\",\"sidebarTitle\":\"Introduction\",\"href\":\"/reference/api/introduction\"},{\"title\":\"Authentication\",\"description\":\"Pinecone API authentication guide covering API key generation, SDK client setup, and HTTP header configuration for authorized requests.\",\"href\":\"/reference/api/authentication\"},{\"title\":\"API versioning\",\"description\":\"Pinecone REST API: Pinecone's APIs are versioned to ensure that your applications continue to work as expected as the platform evolves.\",\"sidebarTitle\":\"Versioning\",\"href\":\"/reference/api/versioning\"},{\"group\":\"Limits\",\"pages\":[{\"title\":\"Pinecone Database limits\",\"description\":\"Reference for Pinecone Database limits, covering upsert, query, fetch, delete, import, namespace, and rate limits for serverless indexes.\",\"sidebarTitle\":\"Database limits\",\"href\":\"/reference/api/database-limits\"},{\"title\":\"Known limitations\",\"description\":\"Known limitations and feature restrictions for Pinecone indexes, including upsert consistency, metadata rules, and serverless caveats.\",\"href\":\"/reference/api/known-limitations\"}]},{\"title\":\"Errors\",\"description\":\"Pinecone REST API: Pinecone uses conventional HTTP response codes to indicate the success or failure of an API request. In general, codes in the range.\",\"href\":\"/reference/api/errors\"}]},{\"group\":\"Database\",\"pages\":[{\"group\":\"Indexes\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml get /indexes\",\"title\":\"List indexes\",\"description\":\"List all indexes in a project.\",\"href\":\"/reference/api/2026-04/control-plane/list_indexes\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml post /indexes\",\"title\":\"Create an index\",\"description\":\"Create a Pinecone index. This is where you specify the measure of similarity, the dimension of vectors to be stored in the index, which cloud provider you would like to deploy with, and more.\\nTo restore from a backup, set `spec.serverless.source_backup_id` and specify the target `cloud` and `region`. Same-cloud cross-region restore is supported when available for the backup's source region. Cross-cloud restore is not supported.\\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/index-data/create-an-index).\\n\",\"href\":\"/reference/api/2026-04/control-plane/create_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml post /indexes/create-for-model\",\"title\":\"Create an index with integrated embedding\",\"description\":\"Create an index with integrated embedding.\\nWith this type of index, you provide source text, and  Pinecone uses a [hosted embedding model](https://docs.pinecone.io/guides/index-data/create-an-index#embedding-models)  to convert the text automatically during [upsert](https://docs.pinecone.io/reference/api/2026-04/data-plane/upsert_records)  and [search](https://docs.pinecone.io/reference/api/2026-04/data-plane/search_records).  \\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/index-data/create-an-index#integrated-embedding).\",\"href\":\"/reference/api/2026-04/control-plane/create_for_model\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml get /indexes/{index_name}\",\"title\":\"Describe an index\",\"description\":\"Get a description of an index.\",\"href\":\"/reference/api/2026-04/control-plane/describe_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml delete /indexes/{index_name}\",\"title\":\"Delete an index\",\"description\":\"Delete an existing index.\",\"href\":\"/reference/api/2026-04/control-plane/delete_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml patch /indexes/{index_name}\",\"title\":\"Configure an index\",\"description\":\"Configure an existing index. For guidance and examples, see [Manage indexes](https://docs.pinecone.io/guides/manage-data/manage-indexes).\",\"href\":\"/reference/api/2026-04/control-plane/configure_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml post /describe_index_stats\",\"title\":\"Get index stats\",\"description\":\"Return statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\\n\\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.\",\"href\":\"/reference/api/2026-04/data-plane/describeindexstats\"}]},{\"group\":\"Namespaces\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml get /namespaces\",\"title\":\"List namespaces\",\"description\":\"List all namespaces in a serverless index.\\n\\nUp to 100 namespaces are returned at a time by default, in sorted order (bitwise “C” collation). If the `limit` parameter is set, up to that number of namespaces are returned instead. Whenever there are additional namespaces to return, the response also includes a `pagination_token` that you can use to get the next batch of namespaces. When the response does not include a `pagination_token`, there are no more namespaces to return.\\n\\nFor guidance and examples, see [Manage namespaces](https://docs.pinecone.io/guides/manage-data/manage-namespaces).\\n\\n**Note:** This operation is not supported for pod-based indexes.\",\"href\":\"/reference/api/2026-04/data-plane/listnamespaces\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml post /namespaces\",\"title\":\"Create a namespace\",\"description\":\"Create a namespace in a serverless index.\\n\\nFor guidance and examples, see [Manage namespaces](https://docs.pinecone.io/guides/manage-data/manage-namespaces).\\n\\n**Note:** This operation is not supported for pod-based indexes.\",\"href\":\"/reference/api/2026-04/data-plane/createnamespace\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml get /namespaces/{namespace}\",\"title\":\"Describe a namespace\",\"description\":\"Describe a namespace in a serverless index, including the total number of vectors in the namespace.\\n\\nFor guidance and examples, see [Manage namespaces](https://docs.pinecone.io/guides/manage-data/manage-namespaces).\\n\\n**Note:** This operation is not supported for pod-based indexes.\",\"href\":\"/reference/api/2026-04/data-plane/describenamespace\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml delete /namespaces/{namespace}\",\"title\":\"Delete a namespace\",\"description\":\"Delete a namespace from a serverless index. Deleting a namespace is irreversible; all data in the namespace is permanently deleted.\\n\\nFor guidance and examples, see [Manage namespaces](https://docs.pinecone.io/guides/manage-data/manage-namespaces).\\n\\n**Note:** This operation is not supported for pod-based indexes.\",\"href\":\"/reference/api/2026-04/data-plane/deletenamespace\"}]},{\"group\":\"Vectors\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml post /vectors/upsert\",\"title\":\"Upsert records\",\"description\":\"Upsert records into a namespace. If a new value is upserted for an existing record ID, it will overwrite the previous value.\\n\\nFor guidance, examples, and limits, see [Upsert data](https://docs.pinecone.io/guides/index-data/upsert-data).\",\"href\":\"/reference/api/2026-04/data-plane/upsert\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml post /records/namespaces/{namespace}/upsert\",\"title\":\"Upsert text\",\"description\":\"Upsert text into a namespace. Pinecone converts the text to vectors automatically using the hosted embedding model associated with the index.\\n\\nUpserting text is supported only for [indexes with integrated embedding](https://docs.pinecone.io/guides/index-data/create-an-index#embedding-models).\\n\\nFor guidance, examples, and limits, see [Upsert data](https://docs.pinecone.io/guides/index-data/upsert-data).\",\"href\":\"/reference/api/2026-04/data-plane/upsert_records\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml get /vectors/fetch\",\"title\":\"Fetch records\",\"description\":\"Look up and return records by ID from a single namespace. The returned records include the vector data and/or metadata.\\nFor on-demand indexes, since vector values are retrieved from object storage, fetch operations may have increased latency. If you only need metadata or IDs, consider using the query operation with `includeValues` set to `false` instead.\\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/manage-data/fetch-data).\",\"href\":\"/reference/api/2026-04/data-plane/fetch\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml post /vectors/fetch_by_metadata\",\"title\":\"Fetch records by metadata\",\"description\":\"Look up and return records by metadata from a single namespace. The returned records include the vector data and metadata.\\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/manage-data/fetch-data).\",\"href\":\"/reference/api/2026-04/data-plane/fetch_by_metadata\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml post /vectors/update\",\"title\":\"Update a record\",\"description\":\"Update records by ID or by metadata in a namespace. Updating by ID changes the vector and/or metadata of a single record. Updating by metadata changes metadata across multiple records using a metadata filter.\\nIf a vector value is included, it will overwrite the previous value. If `set_metadata` is included, only the specified metadata fields are modified, and if a specified metadata field does not exist, it is added.\\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/manage-data/update-data).\",\"href\":\"/reference/api/2026-04/data-plane/update\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml post /vectors/delete\",\"title\":\"Delete records\",\"description\":\"Delete records by id or by metadata from a single namespace.\\n\\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/manage-data/delete-data).\",\"href\":\"/reference/api/2026-04/data-plane/delete\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml get /vectors/list\",\"title\":\"List record IDs\",\"description\":\"List the IDs of records in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\\n\\nReturns up to 100 IDs at a time by default in sorted order (bitwise \\\"C\\\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\\n\\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/manage-data/list-record-ids).\\n\\n**Note:** `list` is supported only for serverless indexes.\",\"href\":\"/reference/api/2026-04/data-plane/list\"}]},{\"group\":\"Search\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml post /query\",\"title\":\"Search with a vector\",\"description\":\"Search a namespace using a query vector. It retrieves the ids of the most similar items in a namespace, along with their similarity scores.\\n\\nFor guidance, examples, and limits, see [Search](https://docs.pinecone.io/guides/search/search-overview).\",\"href\":\"/reference/api/2026-04/data-plane/query\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml post /records/namespaces/{namespace}/search\",\"title\":\"Search with text\",\"description\":\"Search a namespace with a query text, query vector, or record ID and return the most similar records, along with their similarity scores. Optionally, rerank the initial results based on their relevance to the query. \\n\\nSearching with text is supported only for indexes with [integrated embedding](https://docs.pinecone.io/guides/index-data/indexing-overview#vector-embedding). Searching with a query vector or record ID is supported for all indexes. \\n\\nFor guidance and examples, see [Search](https://docs.pinecone.io/guides/search/search-overview).\",\"href\":\"/reference/api/2026-04/data-plane/search_records\"}]},{\"group\":\"Imports\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml post /bulk/imports\",\"title\":\"Start import\",\"description\":\"Start an asynchronous import of vectors from object storage into an index.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2026-04/data-plane/start_import\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml get /bulk/imports\",\"title\":\"List imports\",\"description\":\"List all recent and ongoing import operations.\\n\\nBy default, `list_imports` returns up to 100 imports per page. If the `limit` parameter is set, `list` returns up to that number of imports instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of imports. When the response does not include a `pagination_token`, there are no more imports to return.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2026-04/data-plane/list_imports\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml get /bulk/imports/{id}\",\"title\":\"Describe an import\",\"description\":\"Return details of a specific import operation.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2026-04/data-plane/describe_import\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_data_2026-04.oas.yaml delete /bulk/imports/{id}\",\"title\":\"Cancel an import\",\"description\":\"Cancel an import operation if it is not yet finished. It has no effect if the operation is already finished.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2026-04/data-plane/cancel_import\"}]},{\"group\":\"Backups\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml post /indexes/{index_name}/backups\",\"title\":\"Create a backup of an index\",\"description\":\"Create a backup of an index.\\n\",\"href\":\"/reference/api/2026-04/control-plane/create_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml get /backups\",\"title\":\"List backups for all indexes in a project\",\"description\":\"List all backups for a project.\",\"href\":\"/reference/api/2026-04/control-plane/list_project_backups\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml get /indexes/{index_name}/backups\",\"title\":\"List backups for an index\",\"description\":\"When `include_deleted` is false (or omitted), `index_name` must resolve to an active index in the project. If no active index by that name exists—including the case where only deleted indexes have used the name—the API returns **404**, not an empty list.\\nWhen `include_deleted` is true, the API returns backups from every index in the project that has ever used this name (active and deleted). The `source_index_deleted_at` field is present only when the backup is from a deleted index. **404** is returned only when no index by that name has ever existed in the project (active or deleted).\",\"href\":\"/reference/api/2026-04/control-plane/list_index_backups\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml get /backups/{backup_id}\",\"title\":\"Describe a backup\",\"description\":\"Get a description of a backup.\",\"href\":\"/reference/api/2026-04/control-plane/describe_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml delete /backups/{backup_id}\",\"title\":\"Delete a backup\",\"description\":\"Delete a backup.\",\"href\":\"/reference/api/2026-04/control-plane/delete_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml post /backups/{backup_id}/create-index\",\"title\":\"Create an index from a backup\",\"description\":\"Create an index from a backup. For serverless backups, you can optionally set `read_capacity` so the restored index is created with dedicated read nodes (DRN) instead of defaulting to on-demand capacity.\",\"href\":\"/reference/api/2026-04/control-plane/create_index_from_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml get /restore-jobs\",\"title\":\"List restore jobs\",\"description\":\"List all restore jobs for a project.\",\"href\":\"/reference/api/2026-04/control-plane/list_restore_jobs\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml get /restore-jobs/{job_id}\",\"title\":\"Describe a restore job\",\"description\":\"Get a description of a restore job.\",\"href\":\"/reference/api/2026-04/control-plane/describe_restore_job\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml get /collections\",\"title\":\"List collections\",\"description\":\"List all collections in a project.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2026-04/control-plane/list_collections\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml post /collections\",\"title\":\"Create a collection\",\"description\":\"Create a Pinecone collection.\\n  \\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2026-04/control-plane/create_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml get /collections/{collection_name}\",\"title\":\"Describe a collection\",\"description\":\"Get a description of a collection.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2026-04/control-plane/describe_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/db_control_2026-04.oas.yaml delete /collections/{collection_name}\",\"title\":\"Delete a collection\",\"description\":\"Delete an existing collection.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2026-04/control-plane/delete_collection\"}]},{\"group\":\"Backup schedules\",\"pages\":[{\"title\":\"Create backup schedule\",\"sidebarTitle\":\"Create backup schedule\",\"description\":\"Create a recurring backup schedule for a Pinecone serverless index using the API, including daily, weekly, or monthly frequency and retention policy.\",\"api\":\"POST https://api.pinecone.io/indexes/{index_name}/backup-schedules\",\"href\":\"/reference/api/2026-04/control-plane/create_backup_schedule\"},{\"title\":\"List backup schedules\",\"sidebarTitle\":\"List backup schedules\",\"description\":\"List all backup schedules configured for a Pinecone serverless index, including schedule IDs, frequency, retention, and next scheduled run times.\",\"api\":\"GET https://api.pinecone.io/indexes/{index_name}/backup-schedules\",\"href\":\"/reference/api/2026-04/control-plane/list_backup_schedules\"},{\"title\":\"Describe backup schedule\",\"sidebarTitle\":\"Describe backup schedule\",\"description\":\"Retrieve details for a Pinecone backup schedule by schedule ID, including frequency, retention days, next scheduled run, and enabled status.\",\"api\":\"GET https://api.pinecone.io/backup-schedules/{schedule_id}\",\"href\":\"/reference/api/2026-04/control-plane/describe_backup_schedule\"},{\"title\":\"Update backup schedule\",\"sidebarTitle\":\"Update backup schedule\",\"description\":\"Update a Pinecone backup schedule using the API, including pausing with enabled, changing frequency, and adjusting the retention expire_after_days.\",\"api\":\"PATCH https://api.pinecone.io/backup-schedules/{schedule_id}\",\"href\":\"/reference/api/2026-04/control-plane/update_backup_schedule\"},{\"title\":\"Delete backup schedule\",\"sidebarTitle\":\"Delete backup schedule\",\"description\":\"Delete a backup schedule for a Pinecone serverless index using the API by schedule ID, while preserving all previously created backup snapshots.\",\"api\":\"DELETE https://api.pinecone.io/backup-schedules/{schedule_id}\",\"href\":\"/reference/api/2026-04/control-plane/delete_backup_schedule\"},{\"title\":\"List backup schedule history\",\"sidebarTitle\":\"List schedule history\",\"description\":\"List execution history for a Pinecone backup schedule, including scheduled runs, completed backups, statuses, and cursor-based pagination support.\",\"api\":\"GET https://api.pinecone.io/backup-schedules/{schedule_id}/history\",\"href\":\"/reference/api/2026-04/control-plane/list_backup_schedule_history\"}]}]},{\"group\":\"Inference\",\"pages\":[{\"group\":\"Embed\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/inference_2026-04.oas.yaml post /embed\",\"title\":\"Generate vectors\",\"description\":\"Generate vector embeddings for input data. This endpoint uses Pinecone's [hosted embedding models](https://docs.pinecone.io/guides/index-data/create-an-index#embedding-models).\",\"href\":\"/reference/api/2026-04/inference/generate-embeddings\"}]},{\"group\":\"Rerank\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/inference_2026-04.oas.yaml post /rerank\",\"title\":\"Rerank results\",\"description\":\"Rerank results according to their relevance to a query.\\n\\nFor guidance and examples, see [Rerank results](https://docs.pinecone.io/guides/search/rerank-results).\",\"href\":\"/reference/api/2026-04/inference/rerank\"}]},{\"group\":\"Models\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/inference_2026-04.oas.yaml get /models\",\"title\":\"List available models\",\"description\":\"List the embedding and reranking models hosted by Pinecone. \\n\\nYou can use hosted models as an integrated part of Pinecone operations or for standalone embedding and reranking. For more details, see [Vector embedding](https://docs.pinecone.io/guides/index-data/indexing-overview#vector-embedding) and [Rerank results](https://docs.pinecone.io/guides/search/rerank-results).\",\"href\":\"/reference/api/2026-04/inference/list_models\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/inference_2026-04.oas.yaml get /models/{model_name}\",\"title\":\"Describe a model\",\"description\":\"Get a description of a model hosted by Pinecone. \\n\\nYou can use hosted models as an integrated part of Pinecone operations or for standalone embedding and reranking. For more details, see [Vector embedding](https://docs.pinecone.io/guides/index-data/indexing-overview#vector-embedding) and [Rerank results](https://docs.pinecone.io/guides/search/rerank-results).\",\"href\":\"/reference/api/2026-04/inference/describe_model\"}]}]},{\"group\":\"Admin\",\"pages\":[{\"group\":\"API keys\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/projects/{project_id}/api-keys\",\"title\":\"Create an API key\",\"description\":\"Create an API key for a project to authenticate Data Plane and Control Plane requests.\\n\",\"href\":\"/reference/api/2026-04/admin/create_api_key\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/projects/{project_id}/api-keys\",\"title\":\"List API keys\",\"description\":\"List all API keys in a project.\",\"href\":\"/reference/api/2026-04/admin/list_api_keys\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/api-keys/{api_key_id}\",\"title\":\"Get API key details\",\"description\":\"Get an API key's details, excluding its secret.\",\"href\":\"/reference/api/2026-04/admin/fetch_api_key\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml patch /admin/api-keys/{api_key_id}\",\"title\":\"Update an API key\",\"description\":\"Update an API key's name and roles.\",\"href\":\"/reference/api/2026-04/admin/update_api_key\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml delete /admin/api-keys/{api_key_id}\",\"title\":\"Delete an API key\",\"description\":\"Delete an API key from a project.\",\"href\":\"/reference/api/2026-04/admin/delete_api_key\"}]},{\"group\":\"Projects\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/projects\",\"title\":\"Create a new project\",\"description\":\"Create a new project.\",\"href\":\"/reference/api/2026-04/admin/create_project\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/projects\",\"title\":\"List projects\",\"description\":\"List all projects in an organization.\",\"href\":\"/reference/api/2026-04/admin/list_projects\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/projects/{project_id}\",\"title\":\"Get project details\",\"description\":\"Get a project's details.\",\"href\":\"/reference/api/2026-04/admin/fetch_project\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml patch /admin/projects/{project_id}\",\"title\":\"Update a project\",\"description\":\"Update a project's name, maximum number of Pods, or customer-managed encryption key (CMEK).\\n\",\"href\":\"/reference/api/2026-04/admin/update_project\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml delete /admin/projects/{project_id}\",\"title\":\"Delete a project\",\"description\":\"Delete a project and all its configuration; delete its indexes, assistants, backups, and collections first.\\n\",\"href\":\"/reference/api/2026-04/admin/delete_project\"}]},{\"group\":\"Service accounts\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/service-accounts\",\"title\":\"Create a service account\",\"description\":\"Create a service account with optional initial role bindings; the client secret is returned only once.\\n\",\"href\":\"/reference/api/2026-04/admin/create_service_account\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/service-accounts\",\"title\":\"List service accounts\",\"description\":\"List service accounts in the caller's organization.\",\"href\":\"/reference/api/2026-04/admin/list_service_accounts\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/service-accounts/{service_account_id}\",\"title\":\"Get service account details\",\"description\":\"Get a service account by ID; the client secret is returned only from create and rotate-secret requests.\\n\",\"href\":\"/reference/api/2026-04/admin/fetch_service_account\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml patch /admin/service-accounts/{service_account_id}\",\"title\":\"Update a service account\",\"description\":\"Update a service account's name; role bindings are managed through the role-binding endpoints.\\n\",\"href\":\"/reference/api/2026-04/admin/update_service_account\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml delete /admin/service-accounts/{service_account_id}\",\"title\":\"Delete a service account\",\"description\":\"Delete a service account and its role bindings; tokens it minted are revoked within a few seconds.\\n\",\"href\":\"/reference/api/2026-04/admin/delete_service_account\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/service-accounts/{service_account_id}/rotate-secret\",\"title\":\"Rotate a service account's OAuth client secret\",\"description\":\"Rotate a service account's OAuth client secret; the previous secret and its tokens are revoked within seconds and the new secret is returned only once.\\n\",\"href\":\"/reference/api/2026-04/admin/rotate_service_account_secret\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/oauth_2026-04.oas.yaml post /oauth/token\",\"title\":\"Create an access token\",\"description\":\"Obtain an access token for a service account using the OAuth2 client credentials flow. An access token is needed to authorize requests to the Pinecone Admin API.\\nThe host domain for OAuth endpoints is `login.pinecone.io`.\\n\",\"href\":\"/reference/api/2026-04/admin/get_token\"}]},{\"group\":\"Users\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/users\",\"title\":\"List users in the organization\",\"description\":\"List users in the caller's organization, optionally filtered by email address.\\n\",\"href\":\"/reference/api/2026-04/admin/list_users\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/users/{user_id}\",\"title\":\"Get user details\",\"description\":\"Get a user in the caller's organization by ID.\",\"href\":\"/reference/api/2026-04/admin/fetch_user\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml delete /admin/users/{user_id}\",\"title\":\"Remove a user from the organization\",\"description\":\"Remove a user from the organization and revoke their role bindings; their Pinecone account is not deleted.\\n\",\"href\":\"/reference/api/2026-04/admin/delete_user\"}]},{\"group\":\"Invites\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/invites\",\"title\":\"Invite a user to the organization\",\"description\":\"Invite a user to the organization by email and grant their initial role bindings.\\n\",\"href\":\"/reference/api/2026-04/admin/create_invite\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/invites\",\"title\":\"List invites\",\"description\":\"List pending and expired invites in the caller's organization.\",\"href\":\"/reference/api/2026-04/admin/list_invites\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/invites/{invite_id}\",\"title\":\"Get invite details\",\"description\":\"Get an invite in the caller's organization by ID.\",\"href\":\"/reference/api/2026-04/admin/fetch_invite\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml delete /admin/invites/{invite_id}\",\"title\":\"Delete an invite\",\"description\":\"Delete a pending or expired invite and its role bindings; to remove an accepted user, delete the user instead.\\n\",\"href\":\"/reference/api/2026-04/admin/delete_invite\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/invites/{invite_id}/resend\",\"title\":\"Resend an invite email\",\"description\":\"Resend the invite email and extend its expiration to 7 days from now; limited to 100 emails per hour per organization.\\n\",\"href\":\"/reference/api/2026-04/admin/resend_invite\"}]},{\"group\":\"Role bindings\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/role-bindings\",\"title\":\"Create a role binding\",\"description\":\"Grant a role to a principal at an organization or project scope.\\n\",\"href\":\"/reference/api/2026-04/admin/create_role_binding\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/role-bindings\",\"title\":\"List role bindings\",\"description\":\"List role bindings in the caller's organization, optionally filtered by principal, resource, and role.\\n\",\"href\":\"/reference/api/2026-04/admin/list_role_bindings\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/role-bindings/{role_binding_id}\",\"title\":\"Get role binding details\",\"description\":\"Get a role binding in the caller's organization by ID.\\n\",\"href\":\"/reference/api/2026-04/admin/fetch_role_binding\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml delete /admin/role-bindings/{role_binding_id}\",\"title\":\"Delete a role binding\",\"description\":\"Delete a role binding; permissions are revoked when the deletion completes.\\n\",\"href\":\"/reference/api/2026-04/admin/delete_role_binding\"}]}]},{\"group\":\"SDKs\",\"pages\":[{\"title\":\"Pinecone SDKs overview\",\"description\":\"Browse official Pinecone SDKs for Python, Node.js, Java, and Go, including the version mappings between SDK releases and API versions.\",\"href\":\"/reference/pinecone-sdks\"},{\"group\":\"Python\",\"pages\":[{\"title\":\"Pinecone Python SDK\",\"description\":\"Install and use the Pinecone SDK for Pinecone Python SDK: auth, typed clients, and API operations. For installation instructions, usage examples, and.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/python/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Python SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://sdk.pinecone.io/python/\",\"href\":\"/reference/sdks/python/reference\"}]},{\"group\":\"Node.js\",\"pages\":[{\"title\":\"Pinecone Node.js SDK\",\"description\":\"Install and use the Pinecone Node.js and TypeScript SDK to manage indexes, upsert vectors, run semantic search, and call the Admin and Inference APIs.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/node/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Node.js SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://sdk.pinecone.io/typescript/\",\"href\":\"/reference/sdks/node/reference\"}]},{\"group\":\"Java\",\"pages\":[{\"title\":\"Pinecone Java SDK\",\"description\":\"Install and use the Pinecone Java SDK to manage indexes and namespaces, upsert vectors, run semantic search, and call the Admin and Inference APIs from Java.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/java/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Java SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://github.com/pinecone-io/pinecone-java-client\",\"href\":\"/reference/sdks/java/reference\"},{\"title\":\"OpenTelemetry support\",\"sidebarTitle\":\"OpenTelemetry\",\"description\":\"Monitor Pinecone Java SDK operations with OpenTelemetry metrics for client latency, server processing time, and errors via Prometheus.\",\"href\":\"/reference/sdks/java/open-telemetry\"}]},{\"group\":\"Go\",\"pages\":[{\"title\":\"Pinecone Go SDK\",\"description\":\"Install and use the Pinecone Go SDK to manage indexes and namespaces, upsert vectors, run semantic search, and call the Admin and Inference APIs from Go.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/go/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Go SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://github.com/pinecone-io/go-pinecone\",\"href\":\"/reference/sdks/go/reference\"}]}]},{\"group\":\"CLI\",\"pages\":[{\"title\":\"CLI quickstart\",\"description\":\"Pinecone CLI quickstart for installing pc, authenticating, and managing indexes, vectors, and data imports directly from your terminal.\",\"sidebarTitle\":\"Quickstart\",\"href\":\"/reference/cli/quickstart\"},{\"title\":\"CLI command reference\",\"description\":\"Complete Pinecone CLI command reference covering syntax, subcommands, flags, help output, and exit codes for auth, index, and project.\",\"sidebarTitle\":\"Command reference\",\"href\":\"/reference/cli/command-reference\"},{\"title\":\"CLI authentication\",\"description\":\"Authenticate the Pinecone CLI using user login, service accounts, or API keys, including auth priority and Admin API access rules.\",\"sidebarTitle\":\"Authentication\",\"href\":\"/reference/cli/authentication\"},{\"title\":\"CLI target context\",\"description\":\"Pinecone CLI: The CLI's **target context** determines which organization and project your commands operate on. You must authenticate before setting target.\",\"sidebarTitle\":\"Target context\",\"href\":\"/reference/cli/target-context\"}]},{\"group\":\"Tools\",\"pages\":[{\"title\":\"Spark-Pinecone connector\",\"description\":\"Pinecone data tools: Use the connector to efficiently create, ingest, and update vector embeddings at scale with Databricks and Pinecone.\",\"href\":\"/reference/tools/pinecone-spark-connector\"}]}]},{\"version\":\"2025-10\",\"groups\":[{\"group\":\"APIs\",\"pages\":[{\"title\":\"API reference\",\"description\":\"Pinecone API reference overview for Database, Inference, and Admin endpoints with supported SDKs including Python, Node.js, Java, and Go.\",\"sidebarTitle\":\"Introduction\",\"href\":\"/reference/api/introduction\"},{\"title\":\"Authentication\",\"description\":\"Pinecone API authentication guide covering API key generation, SDK client setup, and HTTP header configuration for authorized requests.\",\"href\":\"/reference/api/authentication\"},{\"title\":\"API versioning\",\"description\":\"Pinecone REST API: Pinecone's APIs are versioned to ensure that your applications continue to work as expected as the platform evolves.\",\"sidebarTitle\":\"Versioning\",\"href\":\"/reference/api/versioning\"},{\"group\":\"Limits\",\"pages\":[{\"title\":\"Pinecone Database limits\",\"description\":\"Reference for Pinecone Database limits, covering upsert, query, fetch, delete, import, namespace, and rate limits for serverless indexes.\",\"sidebarTitle\":\"Database limits\",\"href\":\"/reference/api/database-limits\"},{\"title\":\"Known limitations\",\"description\":\"Known limitations and feature restrictions for Pinecone indexes, including upsert consistency, metadata rules, and serverless caveats.\",\"href\":\"/reference/api/known-limitations\"}]},{\"title\":\"Errors\",\"description\":\"Pinecone REST API: Pinecone uses conventional HTTP response codes to indicate the success or failure of an API request. In general, codes in the range.\",\"href\":\"/reference/api/errors\"}]},{\"group\":\"Database\",\"pages\":[{\"group\":\"Indexes\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml get /indexes\",\"title\":\"List indexes\",\"description\":\"List all indexes in a project.\",\"href\":\"/reference/api/2025-10/control-plane/list_indexes\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml post /indexes\",\"title\":\"Create an index\",\"description\":\"Create a Pinecone index. This is where you specify the measure of similarity, the dimension of vectors to be stored in the index, which cloud provider you would like to deploy with, and more.\\n  \\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/index-data/create-an-index).\\n\",\"href\":\"/reference/api/2025-10/control-plane/create_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml post /indexes/create-for-model\",\"title\":\"Create an index with integrated embedding\",\"description\":\"Create an index with integrated embedding.\\nWith this type of index, you provide source text, and  Pinecone uses a [hosted embedding model](https://docs.pinecone.io/guides/index-data/create-an-index#embedding-models)  to convert the text automatically during [upsert](https://docs.pinecone.io/reference/api/2025-10/data-plane/upsert_records)  and [search](https://docs.pinecone.io/reference/api/2025-10/data-plane/search_records).  \\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/index-data/create-an-index#integrated-embedding).\",\"href\":\"/reference/api/2025-10/control-plane/create_for_model\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml get /indexes/{index_name}\",\"title\":\"Describe an index\",\"description\":\"Get a description of an index.\",\"href\":\"/reference/api/2025-10/control-plane/describe_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml delete /indexes/{index_name}\",\"title\":\"Delete an index\",\"description\":\"Delete an existing index.\",\"href\":\"/reference/api/2025-10/control-plane/delete_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml patch /indexes/{index_name}\",\"title\":\"Configure an index\",\"description\":\"Configure an existing index. For guidance and examples, see [Manage indexes](https://docs.pinecone.io/guides/manage-data/manage-indexes).\",\"href\":\"/reference/api/2025-10/control-plane/configure_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml post /describe_index_stats\",\"title\":\"Get index stats\",\"description\":\"Return statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\\n\\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.\",\"href\":\"/reference/api/2025-10/data-plane/describeindexstats\"}]},{\"group\":\"Namespaces\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml get /namespaces\",\"title\":\"List namespaces\",\"description\":\"List all namespaces in a serverless index.\\n\\nUp to 100 namespaces are returned at a time by default, in sorted order (bitwise “C” collation). If the `limit` parameter is set, up to that number of namespaces are returned instead. Whenever there are additional namespaces to return, the response also includes a `pagination_token` that you can use to get the next batch of namespaces. When the response does not include a `pagination_token`, there are no more namespaces to return.\\n\\nFor guidance and examples, see [Manage namespaces](https://docs.pinecone.io/guides/manage-data/manage-namespaces).\\n\\n**Note:** This operation is not supported for pod-based indexes.\",\"href\":\"/reference/api/2025-10/data-plane/listnamespaces\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml post /namespaces\",\"title\":\"Create a namespace\",\"description\":\"Create a namespace in a serverless index.\\n\\nFor guidance and examples, see [Manage namespaces](https://docs.pinecone.io/guides/manage-data/manage-namespaces).\\n\\n**Note:** This operation is not supported for pod-based indexes.\",\"href\":\"/reference/api/2025-10/data-plane/createnamespace\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml get /namespaces/{namespace}\",\"title\":\"Describe a namespace\",\"description\":\"Describe a namespace in a serverless index, including the total number of vectors in the namespace.\\n\\nFor guidance and examples, see [Manage namespaces](https://docs.pinecone.io/guides/manage-data/manage-namespaces).\\n\\n**Note:** This operation is not supported for pod-based indexes.\",\"href\":\"/reference/api/2025-10/data-plane/describenamespace\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml delete /namespaces/{namespace}\",\"title\":\"Delete a namespace\",\"description\":\"Delete a namespace from a serverless index. Deleting a namespace is irreversible; all data in the namespace is permanently deleted.\\n\\nFor guidance and examples, see [Manage namespaces](https://docs.pinecone.io/guides/manage-data/manage-namespaces).\\n\\n**Note:** This operation is not supported for pod-based indexes.\",\"href\":\"/reference/api/2025-10/data-plane/deletenamespace\"}]},{\"group\":\"Vectors\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml post /vectors/upsert\",\"title\":\"Upsert vectors\",\"description\":\"Upsert vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\\n\\nFor guidance, examples, and limits, see [Upsert data](https://docs.pinecone.io/guides/index-data/upsert-data).\",\"href\":\"/reference/api/2025-10/data-plane/upsert\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml post /records/namespaces/{namespace}/upsert\",\"title\":\"Upsert text\",\"description\":\"Upsert text into a namespace. Pinecone converts the text to vectors automatically using the hosted embedding model associated with the index.\\n\\nUpserting text is supported only for [indexes with integrated embedding](https://docs.pinecone.io/guides/index-data/create-an-index#embedding-models).\\n\\nFor guidance, examples, and limits, see [Upsert data](https://docs.pinecone.io/guides/index-data/upsert-data).\",\"href\":\"/reference/api/2025-10/data-plane/upsert_records\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml get /vectors/fetch\",\"title\":\"Fetch vectors\",\"description\":\"Look up and return vectors by ID from a single namespace. The returned vectors include the vector data and/or metadata.\\n\\nFor on-demand indexes, since vector values are retrieved from object storage, fetch operations may have increased latency. If you only need metadata or IDs, consider using the query operation with `includeValues` set to `false` instead.\\n\\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/manage-data/fetch-data).\",\"href\":\"/reference/api/2025-10/data-plane/fetch\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml post /vectors/fetch_by_metadata\",\"title\":\"Fetch vectors by metadata\",\"description\":\"Look up and return vectors by metadata filter from a single namespace. The returned vectors include the vector data and/or metadata.\\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/manage-data/fetch-data).\",\"href\":\"/reference/api/2025-10/data-plane/fetch_by_metadata\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml post /vectors/update\",\"title\":\"Update a vector\",\"description\":\"Update a vector in a namespace. If a value is included, it will overwrite the previous value. If a `set_metadata` is included, the values of the fields specified in it will be added or overwrite the previous value.\\n\\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/manage-data/update-data).\",\"href\":\"/reference/api/2025-10/data-plane/update\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml post /vectors/delete\",\"title\":\"Delete vectors\",\"description\":\"Delete vectors by id from a single namespace.\\n\\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/manage-data/delete-data).\",\"href\":\"/reference/api/2025-10/data-plane/delete\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml get /vectors/list\",\"title\":\"List vector IDs\",\"description\":\"List the IDs of vectors in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\\n\\nReturns up to 100 IDs at a time by default in sorted order (bitwise \\\"C\\\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\\n\\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/manage-data/list-record-ids).\\n\\n**Note:** `list` is supported only for serverless indexes.\",\"href\":\"/reference/api/2025-10/data-plane/list\"}]},{\"group\":\"Search\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml post /query\",\"title\":\"Search with a vector\",\"description\":\"Search a namespace using a query vector. It retrieves the ids of the most similar items in a namespace, along with their similarity scores.\\n\\nFor guidance, examples, and limits, see [Search](https://docs.pinecone.io/guides/search/search-overview).\",\"href\":\"/reference/api/2025-10/data-plane/query\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml post /records/namespaces/{namespace}/search\",\"title\":\"Search with text\",\"description\":\"Search a namespace with a query text, query vector, or record ID and return the most similar records, along with their similarity scores. Optionally, rerank the initial results based on their relevance to the query. \\n\\nSearching with text is supported only for indexes with [integrated embedding](https://docs.pinecone.io/guides/index-data/indexing-overview#vector-embedding). Searching with a query vector or record ID is supported for all indexes. \\n\\nFor guidance and examples, see [Search](https://docs.pinecone.io/guides/search/search-overview).\",\"href\":\"/reference/api/2025-10/data-plane/search_records\"}]},{\"group\":\"Imports\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml post /bulk/imports\",\"title\":\"Start import\",\"description\":\"Start an asynchronous import of vectors from object storage into an index.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2025-10/data-plane/start_import\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml get /bulk/imports\",\"title\":\"List imports\",\"description\":\"List all recent and ongoing import operations.\\n\\nBy default, `list_imports` returns up to 100 imports per page. If the `limit` parameter is set, `list` returns up to that number of imports instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of imports. When the response does not include a `pagination_token`, there are no more imports to return.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2025-10/data-plane/list_imports\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml get /bulk/imports/{id}\",\"title\":\"Describe an import\",\"description\":\"Return details of a specific import operation.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2025-10/data-plane/describe_import\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_data_2025-10.oas.yaml delete /bulk/imports/{id}\",\"title\":\"Cancel an import\",\"description\":\"Cancel an import operation if it is not yet finished. It has no effect if the operation is already finished.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2025-10/data-plane/cancel_import\"}]},{\"group\":\"Backups\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml post /indexes/{index_name}/backups\",\"title\":\"Create a backup of an index\",\"description\":\"Create a backup of an index.\\n\",\"href\":\"/reference/api/2025-10/control-plane/create_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml get /backups\",\"title\":\"List backups for all indexes in a project\",\"description\":\"List all backups for a project.\",\"href\":\"/reference/api/2025-10/control-plane/list_project_backups\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml get /indexes/{index_name}/backups\",\"title\":\"List backups for an index\",\"description\":\"List all backups for an index.\",\"href\":\"/reference/api/2025-10/control-plane/list_index_backups\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml get /backups/{backup_id}\",\"title\":\"Describe a backup\",\"description\":\"Get a description of a backup.\",\"href\":\"/reference/api/2025-10/control-plane/describe_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml delete /backups/{backup_id}\",\"title\":\"Delete a backup\",\"description\":\"Delete a backup.\",\"href\":\"/reference/api/2025-10/control-plane/delete_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml post /backups/{backup_id}/create-index\",\"title\":\"Create an index from a backup\",\"description\":\"Create an index from a backup.\",\"href\":\"/reference/api/2025-10/control-plane/create_index_from_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml get /restore-jobs\",\"title\":\"List restore jobs\",\"description\":\"List all restore jobs for a project.\",\"href\":\"/reference/api/2025-10/control-plane/list_restore_jobs\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml get /restore-jobs/{job_id}\",\"title\":\"Describe a restore job\",\"description\":\"Get a description of a restore job.\",\"href\":\"/reference/api/2025-10/control-plane/describe_restore_job\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml get /collections\",\"title\":\"List collections\",\"description\":\"List all collections in a project.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2025-10/control-plane/list_collections\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml post /collections\",\"title\":\"Create a collection\",\"description\":\"Create a Pinecone collection.\\n  \\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2025-10/control-plane/create_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml get /collections/{collection_name}\",\"title\":\"Describe a collection\",\"description\":\"Get a description of a collection.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2025-10/control-plane/describe_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/db_control_2025-10.oas.yaml delete /collections/{collection_name}\",\"title\":\"Delete a collection\",\"description\":\"Delete an existing collection.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2025-10/control-plane/delete_collection\"}]}]},{\"group\":\"Inference\",\"pages\":[{\"group\":\"Embed\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/inference_2025-10.oas.yaml post /embed\",\"title\":\"Generate vectors\",\"description\":\"Generate vector embeddings for input data. This endpoint uses Pinecone's [hosted embedding models](https://docs.pinecone.io/guides/index-data/create-an-index#embedding-models).\",\"href\":\"/reference/api/2025-10/inference/generate-embeddings\"}]},{\"group\":\"Rerank\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/inference_2025-10.oas.yaml post /rerank\",\"title\":\"Rerank results\",\"description\":\"Rerank results according to their relevance to a query.\\n\\nFor guidance and examples, see [Rerank results](https://docs.pinecone.io/guides/search/rerank-results).\",\"href\":\"/reference/api/2025-10/inference/rerank\"}]},{\"group\":\"Models\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/inference_2025-10.oas.yaml get /models\",\"title\":\"List available models\",\"description\":\"List the embedding and reranking models hosted by Pinecone. \\n\\nYou can use hosted models as an integrated part of Pinecone operations or for standalone embedding and reranking. For more details, see [Vector embedding](https://docs.pinecone.io/guides/index-data/indexing-overview#vector-embedding) and [Rerank results](https://docs.pinecone.io/guides/search/rerank-results).\",\"href\":\"/reference/api/2025-10/inference/list_models\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/inference_2025-10.oas.yaml get /models/{model_name}\",\"title\":\"Describe a model\",\"description\":\"Get a description of a model hosted by Pinecone. \\n\\nYou can use hosted models as an integrated part of Pinecone operations or for standalone embedding and reranking. For more details, see [Vector embedding](https://docs.pinecone.io/guides/index-data/indexing-overview#vector-embedding) and [Rerank results](https://docs.pinecone.io/guides/search/rerank-results).\",\"href\":\"/reference/api/2025-10/inference/describe_model\"}]}]},{\"group\":\"Admin\",\"pages\":[{\"group\":\"API keys\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/admin_2025-10.oas.yaml post /admin/projects/{project_id}/api-keys\",\"title\":\"Create an API key\",\"description\":\"Create a new API key for a project. Developers can use the API key to authenticate requests to Pinecone's Data Plane and Control Plane APIs.\\n\",\"href\":\"/reference/api/2025-10/admin/create_api_key\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/admin_2025-10.oas.yaml get /admin/projects/{project_id}/api-keys\",\"title\":\"List API keys\",\"description\":\"List all API keys in a project.\",\"href\":\"/reference/api/2025-10/admin/list_api_keys\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/admin_2025-10.oas.yaml get /admin/api-keys/{api_key_id}\",\"title\":\"Get API key details\",\"description\":\"Get the details of an API key, excluding the API key secret.\",\"href\":\"/reference/api/2025-10/admin/fetch_api_key\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/admin_2025-10.oas.yaml patch /admin/api-keys/{api_key_id}\",\"title\":\"Update an API key\",\"description\":\"Update the name and roles of an API key.\\n\",\"href\":\"/reference/api/2025-10/admin/update_api_key\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/admin_2025-10.oas.yaml delete /admin/api-keys/{api_key_id}\",\"title\":\"Delete an API key\",\"description\":\"Delete an API key from a project.\",\"href\":\"/reference/api/2025-10/admin/delete_api_key\"}]},{\"group\":\"Projects\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/admin_2025-10.oas.yaml post /admin/projects\",\"title\":\"Create a new project\",\"description\":\"Creates a new project.\",\"href\":\"/reference/api/2025-10/admin/create_project\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/admin_2025-10.oas.yaml get /admin/projects\",\"title\":\"List projects\",\"description\":\"List all projects in an organization.\",\"href\":\"/reference/api/2025-10/admin/list_projects\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/admin_2025-10.oas.yaml get /admin/projects/{project_id}\",\"title\":\"Get project details\",\"description\":\"Get details about a project.\",\"href\":\"/reference/api/2025-10/admin/fetch_project\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/admin_2025-10.oas.yaml patch /admin/projects/{project_id}\",\"title\":\"Update a project\",\"description\":\"Update a project's configuration details.\\nYou can update the project's name, maximum number of Pods, or enable encryption with a customer-managed encryption key (CMEK).\\n\",\"href\":\"/reference/api/2025-10/admin/update_project\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/admin_2025-10.oas.yaml delete /admin/projects/{project_id}\",\"title\":\"Delete a project\",\"description\":\"Delete a project and all its associated configuration.\\nBefore deleting a project, you must delete all indexes, assistants, backups, and collections associated with the project. Other project resources, such as API keys, are automatically deleted when the project is deleted.\\n\",\"href\":\"/reference/api/2025-10/admin/delete_project\"}]},{\"group\":\"Service accounts\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-10/oauth_2025-10.oas.yaml post /oauth/token\",\"title\":\"Create an access token\",\"description\":\"Obtain an access token for a service account using the OAuth2 client credentials flow. An access token is needed to authorize requests to the Pinecone Admin API.\\nThe host domain for OAuth endpoints is `login.pinecone.io`.\\n\",\"href\":\"/reference/api/2025-10/admin/get_token\"}]}]},{\"group\":\"SDKs\",\"pages\":[{\"title\":\"Pinecone SDKs overview\",\"description\":\"Browse official Pinecone SDKs for Python, Node.js, Java, and Go, including the version mappings between SDK releases and API versions.\",\"href\":\"/reference/pinecone-sdks\"},{\"group\":\"Python\",\"pages\":[{\"title\":\"Pinecone Python SDK\",\"description\":\"Install and use the Pinecone SDK for Pinecone Python SDK: auth, typed clients, and API operations. For installation instructions, usage examples, and.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/python/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Python SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://sdk.pinecone.io/python/\",\"href\":\"/reference/sdks/python/reference\"}]},{\"group\":\"Node.js\",\"pages\":[{\"title\":\"Pinecone Node.js SDK\",\"description\":\"Install and use the Pinecone Node.js and TypeScript SDK to manage indexes, upsert vectors, run semantic search, and call the Admin and Inference APIs.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/node/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Node.js SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://sdk.pinecone.io/typescript/\",\"href\":\"/reference/sdks/node/reference\"}]},{\"group\":\"Java\",\"pages\":[{\"title\":\"Pinecone Java SDK\",\"description\":\"Install and use the Pinecone Java SDK to manage indexes and namespaces, upsert vectors, run semantic search, and call the Admin and Inference APIs from Java.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/java/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Java SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://github.com/pinecone-io/pinecone-java-client\",\"href\":\"/reference/sdks/java/reference\"},{\"title\":\"OpenTelemetry support\",\"sidebarTitle\":\"OpenTelemetry\",\"description\":\"Monitor Pinecone Java SDK operations with OpenTelemetry metrics for client latency, server processing time, and errors via Prometheus.\",\"href\":\"/reference/sdks/java/open-telemetry\"}]},{\"group\":\"Go\",\"pages\":[{\"title\":\"Pinecone Go SDK\",\"description\":\"Install and use the Pinecone Go SDK to manage indexes and namespaces, upsert vectors, run semantic search, and call the Admin and Inference APIs from Go.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/go/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Go SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://github.com/pinecone-io/go-pinecone\",\"href\":\"/reference/sdks/go/reference\"}]}]},{\"group\":\"CLI\",\"pages\":[{\"title\":\"CLI quickstart\",\"description\":\"Pinecone CLI quickstart for installing pc, authenticating, and managing indexes, vectors, and data imports directly from your terminal.\",\"sidebarTitle\":\"Quickstart\",\"href\":\"/reference/cli/quickstart\"},{\"title\":\"CLI command reference\",\"description\":\"Complete Pinecone CLI command reference covering syntax, subcommands, flags, help output, and exit codes for auth, index, and project.\",\"sidebarTitle\":\"Command reference\",\"href\":\"/reference/cli/command-reference\"},{\"title\":\"CLI authentication\",\"description\":\"Authenticate the Pinecone CLI using user login, service accounts, or API keys, including auth priority and Admin API access rules.\",\"sidebarTitle\":\"Authentication\",\"href\":\"/reference/cli/authentication\"},{\"title\":\"CLI target context\",\"description\":\"Pinecone CLI: The CLI's **target context** determines which organization and project your commands operate on. You must authenticate before setting target.\",\"sidebarTitle\":\"Target context\",\"href\":\"/reference/cli/target-context\"}]},{\"group\":\"Tools\",\"pages\":[{\"title\":\"Spark-Pinecone connector\",\"description\":\"Pinecone data tools: Use the connector to efficiently create, ingest, and update vector embeddings at scale with Databricks and Pinecone.\",\"href\":\"/reference/tools/pinecone-spark-connector\"}]}]},{\"version\":\"2025-04\",\"groups\":[{\"group\":\"APIs\",\"pages\":[{\"title\":\"API reference\",\"description\":\"Pinecone API reference overview for Database, Inference, and Admin endpoints with supported SDKs including Python, Node.js, Java, and Go.\",\"sidebarTitle\":\"Introduction\",\"href\":\"/reference/api/introduction\"},{\"title\":\"Authentication\",\"description\":\"Pinecone API authentication guide covering API key generation, SDK client setup, and HTTP header configuration for authorized requests.\",\"href\":\"/reference/api/authentication\"},{\"title\":\"API versioning\",\"description\":\"Pinecone REST API: Pinecone's APIs are versioned to ensure that your applications continue to work as expected as the platform evolves.\",\"sidebarTitle\":\"Versioning\",\"href\":\"/reference/api/versioning\"},{\"group\":\"Limits\",\"pages\":[{\"title\":\"Pinecone Database limits\",\"description\":\"Reference for Pinecone Database limits, covering upsert, query, fetch, delete, import, namespace, and rate limits for serverless indexes.\",\"sidebarTitle\":\"Database limits\",\"href\":\"/reference/api/database-limits\"},{\"title\":\"Known limitations\",\"description\":\"Known limitations and feature restrictions for Pinecone indexes, including upsert consistency, metadata rules, and serverless caveats.\",\"href\":\"/reference/api/known-limitations\"}]},{\"title\":\"Errors\",\"description\":\"Pinecone REST API: Pinecone uses conventional HTTP response codes to indicate the success or failure of an API request. In general, codes in the range.\",\"href\":\"/reference/api/errors\"}]},{\"group\":\"Database\",\"pages\":[{\"group\":\"Indexes\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml get /indexes\",\"title\":\"List indexes\",\"description\":\"List all indexes in a project.\",\"href\":\"/reference/api/2025-04/control-plane/list_indexes\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml post /indexes\",\"title\":\"Create an index\",\"description\":\"Create a Pinecone index. This is where you specify the measure of similarity, the dimension of vectors to be stored in the index, which cloud provider you would like to deploy with, and more.\\n  \\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/index-data/create-an-index).\\n\",\"href\":\"/reference/api/2025-04/control-plane/create_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml post /indexes/create-for-model\",\"title\":\"Create an index with integrated embedding\",\"description\":\"Create an index with integrated embedding.\\n\\nWith this type of index, you provide source text, and Pinecone uses a [hosted embedding model](https://docs.pinecone.io/guides/index-data/create-an-index#embedding-models) to convert the text automatically during [upsert](https://docs.pinecone.io/reference/api/2025-01/data-plane/upsert_records) and [search](https://docs.pinecone.io/reference/api/2025-01/data-plane/search_records).\\n\\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/index-data/create-an-index#integrated-embedding).\",\"href\":\"/reference/api/2025-04/control-plane/create_for_model\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml get /indexes/{index_name}\",\"title\":\"Describe an index\",\"description\":\"Get a description of an index.\",\"href\":\"/reference/api/2025-04/control-plane/describe_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml delete /indexes/{index_name}\",\"title\":\"Delete an index\",\"description\":\"Delete an existing index.\",\"href\":\"/reference/api/2025-04/control-plane/delete_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml patch /indexes/{index_name}\",\"title\":\"Configure an index\",\"description\":\"Configure an existing index. For serverless indexes, you can configure index deletion protection, tags, and integrated inference embedding settings for the index. For pod-based indexes, you can configure the pod size, number of replicas, tags, and index deletion protection.\\n\\nIt is not possible to change the pod type of a pod-based index. However, you can create a collection from a pod-based index and then [create a new pod-based index with a different pod type](http://docs.pinecone.io/guides/indexes/pods/create-a-pod-based-index#create-a-pod-index-from-a-collection) from the collection. For guidance and examples, see [Configure an index](http://docs.pinecone.io/guides/indexes/pods/manage-pod-based-indexes).\",\"href\":\"/reference/api/2025-04/control-plane/configure_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml post /describe_index_stats\",\"title\":\"Get index stats\",\"description\":\"Return statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\\n\\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.\",\"href\":\"/reference/api/2025-04/data-plane/describeindexstats\"}]},{\"group\":\"Namespaces\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml get /namespaces\",\"title\":\"List namespaces\",\"description\":\"List all namespaces in a serverless index.\\n\\nUp to 100 namespaces are returned at a time by default, in sorted order (bitwise “C” collation). If the `limit` parameter is set, up to that number of namespaces are returned instead. Whenever there are additional namespaces to return, the response also includes a `pagination_token` that you can use to get the next batch of namespaces. When the response does not include a `pagination_token`, there are no more namespaces to return.\\n\\nFor guidance and examples, see [Manage namespaces](https://docs.pinecone.io/guides/manage-data/manage-namespaces).\\n\\n**Note:** This operation is not supported for pod-based indexes.\",\"href\":\"/reference/api/2025-04/data-plane/listnamespaces\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml get /namespaces/{namespace}\",\"title\":\"Describe a namespace\",\"description\":\"Describe a namespace in a serverless index, including the total number of vectors in the namespace.\\n\\nFor guidance and examples, see [Manage namespaces](https://docs.pinecone.io/guides/manage-data/manage-namespaces).\\n\\n**Note:** This operation is not supported for pod-based indexes.\",\"href\":\"/reference/api/2025-04/data-plane/describenamespace\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml delete /namespaces/{namespace}\",\"title\":\"Delete a namespace\",\"description\":\"Delete a namespace from a serverless index. Deleting a namespace is irreversible; all data in the namespace is permanently deleted.\\n\\nFor guidance and examples, see [Manage namespaces](https://docs.pinecone.io/guides/manage-data/manage-namespaces).\\n\\n**Note:** This operation is not supported for pod-based indexes.\",\"href\":\"/reference/api/2025-04/data-plane/deletenamespace\"}]},{\"group\":\"Vectors\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml post /vectors/upsert\",\"title\":\"Upsert vectors\",\"description\":\"Upsert vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\\n\\nFor guidance, examples, and limits, see [Upsert data](https://docs.pinecone.io/guides/index-data/upsert-data).\",\"href\":\"/reference/api/2025-04/data-plane/upsert\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml post /records/namespaces/{namespace}/upsert\",\"title\":\"Upsert text\",\"description\":\"Upsert text into a namespace. Pinecone converts the text to vectors automatically using the hosted embedding model associated with the index.\\n\\nUpserting text is supported only for [indexes with integrated embedding](https://docs.pinecone.io/guides/index-data/create-an-index#embedding-models).\\n\\nFor guidance, examples, and limits, see [Upsert data](https://docs.pinecone.io/guides/index-data/upsert-data).\",\"href\":\"/reference/api/2025-04/data-plane/upsert_records\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml get /vectors/fetch\",\"title\":\"Fetch vectors\",\"description\":\"Look up and return vectors by ID from a single namespace. The returned vectors include the vector data and/or metadata.\\n\\nFor on-demand indexes, since vector values are retrieved from object storage, fetch operations may have increased latency. If you only need metadata or IDs, consider using the query operation with `includeValues` set to `false` instead.\\n\\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/manage-data/fetch-data).\",\"href\":\"/reference/api/2025-04/data-plane/fetch\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml post /vectors/update\",\"title\":\"Update a vector\",\"description\":\"Update a vector in a namespace. If a value is included, it will overwrite the previous value. If a `set_metadata` is included, the values of the fields specified in it will be added or overwrite the previous value.\\n\\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/manage-data/update-data).\",\"href\":\"/reference/api/2025-04/data-plane/update\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml post /vectors/delete\",\"title\":\"Delete vectors\",\"description\":\"Delete vectors by id from a single namespace.\\n\\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/manage-data/delete-data).\",\"href\":\"/reference/api/2025-04/data-plane/delete\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml get /vectors/list\",\"title\":\"List vector IDs\",\"description\":\"List the IDs of vectors in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\\n\\nReturns up to 100 IDs at a time by default in sorted order (bitwise \\\"C\\\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\\n\\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/manage-data/list-record-ids).\\n\\n**Note:** `list` is supported only for serverless indexes.\",\"href\":\"/reference/api/2025-04/data-plane/list\"}]},{\"group\":\"Search\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml post /query\",\"title\":\"Search with a vector\",\"description\":\"Search a namespace using a query vector. It retrieves the ids of the most similar items in a namespace, along with their similarity scores.\\n\\nFor guidance, examples, and limits, see [Search](https://docs.pinecone.io/guides/search/search-overview).\",\"href\":\"/reference/api/2025-04/data-plane/query\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml post /records/namespaces/{namespace}/search\",\"title\":\"Search with text\",\"description\":\"Search a namespace with a query text, query vector, or record ID and return the most similar records, along with their similarity scores. Optionally, rerank the initial results based on their relevance to the query. \\n\\nSearching with text is supported only for [indexes with integrated embedding](https://docs.pinecone.io/guides/indexes/create-an-index#integrated-embedding). Searching with a query vector or record ID is supported for all indexes. \\n\\nFor guidance, examples, and limits, see [Search](https://docs.pinecone.io/guides/search/search-overview).\",\"href\":\"/reference/api/2025-04/data-plane/search_records\"}]},{\"group\":\"Imports\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml post /bulk/imports\",\"title\":\"Start import\",\"description\":\"Start an asynchronous import of vectors from object storage into an index.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2025-04/data-plane/start_import\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml get /bulk/imports\",\"title\":\"List imports\",\"description\":\"List all recent and ongoing import operations.\\n\\nBy default, `list_imports` returns up to 100 imports per page. If the `limit` parameter is set, `list` returns up to that number of imports instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of imports. When the response does not include a `pagination_token`, there are no more imports to return.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2025-04/data-plane/list_imports\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml get /bulk/imports/{id}\",\"title\":\"Describe an import\",\"description\":\"Return details of a specific import operation.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2025-04/data-plane/describe_import\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_data_2025-04.oas.yaml delete /bulk/imports/{id}\",\"title\":\"Cancel an import\",\"description\":\"Cancel an import operation if it is not yet finished. It has no effect if the operation is already finished.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2025-04/data-plane/cancel_import\"}]},{\"group\":\"Backups\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml post /indexes/{index_name}/backups\",\"title\":\"Create a backup of an index\",\"description\":\"Create a backup of an index.\\n\",\"href\":\"/reference/api/2025-04/control-plane/create_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml get /backups\",\"title\":\"List backups for all indexes in a project\",\"description\":\"List all backups for a project.\",\"href\":\"/reference/api/2025-04/control-plane/list_project_backups\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml get /indexes/{index_name}/backups\",\"title\":\"List backups for an index\",\"description\":\"List all backups for an index.\",\"href\":\"/reference/api/2025-04/control-plane/list_index_backups\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml get /backups/{backup_id}\",\"title\":\"Describe a backup\",\"description\":\"Get a description of a backup.\",\"href\":\"/reference/api/2025-04/control-plane/describe_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml delete /backups/{backup_id}\",\"title\":\"Delete a backup\",\"description\":\"Delete a backup.\",\"href\":\"/reference/api/2025-04/control-plane/delete_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml post /backups/{backup_id}/create-index\",\"title\":\"Create an index from a backup\",\"description\":\"Create an index from a backup.\",\"href\":\"/reference/api/2025-04/control-plane/create_index_from_backup\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml get /restore-jobs\",\"title\":\"List restore jobs\",\"description\":\"List all restore jobs for a project.\",\"href\":\"/reference/api/2025-04/control-plane/list_restore_jobs\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml get /restore-jobs/{job_id}\",\"title\":\"Describe a restore job\",\"description\":\"Get a description of a restore job.\",\"href\":\"/reference/api/2025-04/control-plane/describe_restore_job\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml get /collections\",\"title\":\"List collections\",\"description\":\"List all collections in a project.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2025-04/control-plane/list_collections\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml post /collections\",\"title\":\"Create a collection\",\"description\":\"Create a Pinecone collection.\\n  \\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2025-04/control-plane/create_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml get /collections/{collection_name}\",\"title\":\"Describe a collection\",\"description\":\"Get a description of a collection.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2025-04/control-plane/describe_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/db_control_2025-04.oas.yaml delete /collections/{collection_name}\",\"title\":\"Delete a collection\",\"description\":\"Delete an existing collection.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2025-04/control-plane/delete_collection\"}]}]},{\"group\":\"Inference\",\"pages\":[{\"group\":\"Embed\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/inference_2025-04.oas.yaml post /embed\",\"title\":\"Generate vectors\",\"description\":\"Generate vector embeddings for input data. This endpoint uses Pinecone's [hosted embedding models](https://docs.pinecone.io/guides/index-data/create-an-index#embedding-models).\",\"href\":\"/reference/api/2025-04/inference/generate-embeddings\"}]},{\"group\":\"Rerank\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/inference_2025-04.oas.yaml post /rerank\",\"title\":\"Rerank documents\",\"description\":\"Rerank results according to their relevance to a query.\\n\\nFor guidance and examples, see [Rerank results](https://docs.pinecone.io/guides/search/rerank-results).\",\"href\":\"/reference/api/2025-04/inference/rerank\"}]},{\"group\":\"Models\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/inference_2025-04.oas.yaml get /models\",\"title\":\"List available models\",\"description\":\"List the embedding and reranking models hosted by Pinecone. \\n\\nYou can use hosted models as an integrated part of Pinecone operations or for standalone embedding and reranking. For more details, see [Vector embedding](https://docs.pinecone.io/guides/index-data/indexing-overview#vector-embedding) and [Rerank results](https://docs.pinecone.io/guides/search/rerank-results).\",\"href\":\"/reference/api/2025-04/inference/list_models\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/inference_2025-04.oas.yaml get /models/{model_name}\",\"title\":\"Describe a model\",\"description\":\"Get a description of a model hosted by Pinecone. \\n\\nYou can use hosted models as an integrated part of Pinecone operations or for standalone embedding and reranking. For more details, see [Vector embedding](https://docs.pinecone.io/guides/index-data/indexing-overview#vector-embedding) and [Rerank results](https://docs.pinecone.io/guides/search/rerank-results).\",\"href\":\"/reference/api/2025-04/inference/describe_model\"}]}]},{\"group\":\"Admin\",\"pages\":[{\"group\":\"API keys\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/admin_2025-04.oas.yaml post /admin/projects/{project_id}/api-keys\",\"title\":\"Create an API key\",\"description\":\"Create a new API key for a project. Developers can use the API key to authenticate requests to Pinecone's Data Plane and Control Plane APIs.\\n\",\"href\":\"/reference/api/2025-04/admin/create_api_key\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/admin_2025-04.oas.yaml get /admin/projects/{project_id}/api-keys\",\"title\":\"List API keys\",\"description\":\"List all API keys in a project.\",\"href\":\"/reference/api/2025-04/admin/list_api_keys\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/admin_2025-04.oas.yaml get /admin/api-keys/{api_key_id}\",\"title\":\"Get API key details\",\"description\":\"Get the details of an API key, excluding the API key secret.\",\"href\":\"/reference/api/2025-04/admin/fetch_api_key\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/admin_2025-04.oas.yaml patch /admin/api-keys/{api_key_id}\",\"title\":\"Update an API key\",\"description\":\"Update the name and roles of an API key.\\n\",\"href\":\"/reference/api/2025-04/admin/update_api_key\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/admin_2025-04.oas.yaml delete /admin/api-keys/{api_key_id}\",\"title\":\"Delete an API key\",\"description\":\"Delete an API key from a project.\",\"href\":\"/reference/api/2025-04/admin/delete_api_key\"}]},{\"group\":\"Projects\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/admin_2025-04.oas.yaml post /admin/projects\",\"title\":\"Create a new project\",\"description\":\"Creates a new project.\",\"href\":\"/reference/api/2025-04/admin/create_project\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/admin_2025-04.oas.yaml get /admin/projects\",\"title\":\"List projects\",\"description\":\"List all projects in an organization.\",\"href\":\"/reference/api/2025-04/admin/list_projects\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/admin_2025-04.oas.yaml get /admin/projects/{project_id}\",\"title\":\"Get project details\",\"description\":\"Get details about a project.\",\"href\":\"/reference/api/2025-04/admin/fetch_project\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/admin_2025-04.oas.yaml patch /admin/projects/{project_id}\",\"title\":\"Update a project\",\"description\":\"Update a project's configuration details.\\nYou can update the project's name, maximum number of Pods, or enable encryption with a customer-managed encryption key (CMEK).\\n\",\"href\":\"/reference/api/2025-04/admin/update_project\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/admin_2025-04.oas.yaml delete /admin/projects/{project_id}\",\"title\":\"Delete a project\",\"description\":\"Delete a project and all its associated configuration.\\nBefore deleting a project, you must delete all indexes, assistants, backups, and collections associated with the project. Other project resources, such as API keys, are automatically deleted when the project is deleted.\\n\",\"href\":\"/reference/api/2025-04/admin/delete_project\"}]},{\"group\":\"Service accounts\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-04/oauth_2025-04.oas.yaml post /oauth/token\",\"title\":\"Get an access token\",\"description\":\"Obtain an access token for a service account using the OAuth2 client credentials flow. An access token is needed to authorize requests to the Pinecone Admin API.\\nThe host domain for OAuth endpoints is `login.pinecone.io`.\\n\",\"href\":\"/reference/api/2025-04/admin/get_token\"}]}]},{\"group\":\"SDKs\",\"pages\":[{\"title\":\"Pinecone SDKs overview\",\"description\":\"Browse official Pinecone SDKs for Python, Node.js, Java, and Go, including the version mappings between SDK releases and API versions.\",\"href\":\"/reference/pinecone-sdks\"},{\"group\":\"Python\",\"pages\":[{\"title\":\"Pinecone Python SDK\",\"description\":\"Install and use the Pinecone SDK for Pinecone Python SDK: auth, typed clients, and API operations. For installation instructions, usage examples, and.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/python/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Python SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://sdk.pinecone.io/python/\",\"href\":\"/reference/sdks/python/reference\"}]},{\"group\":\"Node.js\",\"pages\":[{\"title\":\"Pinecone Node.js SDK\",\"description\":\"Install and use the Pinecone Node.js and TypeScript SDK to manage indexes, upsert vectors, run semantic search, and call the Admin and Inference APIs.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/node/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Node.js SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://sdk.pinecone.io/typescript/\",\"href\":\"/reference/sdks/node/reference\"}]},{\"group\":\"Java\",\"pages\":[{\"title\":\"Pinecone Java SDK\",\"description\":\"Install and use the Pinecone Java SDK to manage indexes and namespaces, upsert vectors, run semantic search, and call the Admin and Inference APIs from Java.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/java/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Java SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://github.com/pinecone-io/pinecone-java-client\",\"href\":\"/reference/sdks/java/reference\"},{\"title\":\"OpenTelemetry support\",\"sidebarTitle\":\"OpenTelemetry\",\"description\":\"Monitor Pinecone Java SDK operations with OpenTelemetry metrics for client latency, server processing time, and errors via Prometheus.\",\"href\":\"/reference/sdks/java/open-telemetry\"}]},{\"group\":\"Go\",\"pages\":[{\"title\":\"Pinecone Go SDK\",\"description\":\"Install and use the Pinecone Go SDK to manage indexes and namespaces, upsert vectors, run semantic search, and call the Admin and Inference APIs from Go.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/go/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Go SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://github.com/pinecone-io/go-pinecone\",\"href\":\"/reference/sdks/go/reference\"}]}]},{\"group\":\"CLI\",\"pages\":[{\"title\":\"CLI quickstart\",\"description\":\"Pinecone CLI quickstart for installing pc, authenticating, and managing indexes, vectors, and data imports directly from your terminal.\",\"sidebarTitle\":\"Quickstart\",\"href\":\"/reference/cli/quickstart\"},{\"title\":\"CLI command reference\",\"description\":\"Complete Pinecone CLI command reference covering syntax, subcommands, flags, help output, and exit codes for auth, index, and project.\",\"sidebarTitle\":\"Command reference\",\"href\":\"/reference/cli/command-reference\"},{\"title\":\"CLI authentication\",\"description\":\"Authenticate the Pinecone CLI using user login, service accounts, or API keys, including auth priority and Admin API access rules.\",\"sidebarTitle\":\"Authentication\",\"href\":\"/reference/cli/authentication\"},{\"title\":\"CLI target context\",\"description\":\"Pinecone CLI: The CLI's **target context** determines which organization and project your commands operate on. You must authenticate before setting target.\",\"sidebarTitle\":\"Target context\",\"href\":\"/reference/cli/target-context\"}]},{\"group\":\"Tools\",\"pages\":[{\"title\":\"Spark-Pinecone connector\",\"description\":\"Pinecone data tools: Use the connector to efficiently create, ingest, and update vector embeddings at scale with Databricks and Pinecone.\",\"href\":\"/reference/tools/pinecone-spark-connector\"}]}]},{\"version\":\"2025-01\",\"groups\":[{\"group\":\"APIs\",\"pages\":[{\"title\":\"API reference\",\"description\":\"Pinecone API reference overview for Database, Inference, and Admin endpoints with supported SDKs including Python, Node.js, Java, and Go.\",\"sidebarTitle\":\"Introduction\",\"href\":\"/reference/api/introduction\"},{\"title\":\"Authentication\",\"description\":\"Pinecone API authentication guide covering API key generation, SDK client setup, and HTTP header configuration for authorized requests.\",\"href\":\"/reference/api/authentication\"},{\"title\":\"API versioning\",\"description\":\"Pinecone REST API: Pinecone's APIs are versioned to ensure that your applications continue to work as expected as the platform evolves.\",\"sidebarTitle\":\"Versioning\",\"href\":\"/reference/api/versioning\"},{\"group\":\"Limits\",\"pages\":[{\"title\":\"Pinecone Database limits\",\"description\":\"Reference for Pinecone Database limits, covering upsert, query, fetch, delete, import, namespace, and rate limits for serverless indexes.\",\"sidebarTitle\":\"Database limits\",\"href\":\"/reference/api/database-limits\"},{\"title\":\"Known limitations\",\"description\":\"Known limitations and feature restrictions for Pinecone indexes, including upsert consistency, metadata rules, and serverless caveats.\",\"href\":\"/reference/api/known-limitations\"}]},{\"title\":\"Errors\",\"description\":\"Pinecone REST API: Pinecone uses conventional HTTP response codes to indicate the success or failure of an API request. In general, codes in the range.\",\"href\":\"/reference/api/errors\"}]},{\"group\":\"Database\",\"pages\":[{\"group\":\"Indexes\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_control_2025-01.oas.yaml get /indexes\",\"title\":\"List indexes\",\"description\":\"This operation returns a list of all indexes in a project.\",\"href\":\"/reference/api/2025-01/control-plane/list_indexes\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_control_2025-01.oas.yaml post /indexes\",\"title\":\"Create an index\",\"description\":\"Create an index for vectors created with an external embedding model.\\n\\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/index-data/create-an-index).\",\"href\":\"/reference/api/2025-01/control-plane/create_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_control_2025-01.oas.yaml post /indexes/create-for-model\",\"title\":\"Create an index with integrated embedding\",\"description\":\"Create an index with integrated embedding.\\n\\nWith this type of index, you provide source text, and Pinecone uses a [hosted embedding model](https://docs.pinecone.io/guides/index-data/create-an-index#embedding-models) to convert the text automatically during [upsert](https://docs.pinecone.io/reference/api/2025-01/data-plane/upsert_records) and [search](https://docs.pinecone.io/reference/api/2025-01/data-plane/search_records).\\n\\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/index-data/create-an-index#integrated-embedding).\",\"href\":\"/reference/api/2025-01/control-plane/create_for_model\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_control_2025-01.oas.yaml get /indexes/{index_name}\",\"title\":\"Describe an index\",\"description\":\"Get a description of an index.\",\"href\":\"/reference/api/2025-01/control-plane/describe_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_control_2025-01.oas.yaml delete /indexes/{index_name}\",\"title\":\"Delete an index\",\"description\":\"Delete an existing index.\",\"href\":\"/reference/api/2025-01/control-plane/delete_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_control_2025-01.oas.yaml patch /indexes/{index_name}\",\"title\":\"Configure an index\",\"description\":\"Configure an existing index. \\n\\nFor serverless indexes, you can configure index deletion protection, tags, and integrated inference embedding settings for the index. For pod-based indexes, you can configure the pod size, number of replicas, tags, and index deletion protection.\\n\\nIt is not possible to change the pod type of a pod-based index. However, you can create a collection from a pod-based index and then [create a new pod-based index with a different pod type](http://docs.pinecone.io/guides/indexes/pods/create-a-pod-based-index#create-a-pod-index-from-a-collection) from the collection. For guidance and examples, see [Configure an index](http://docs.pinecone.io/guides/indexes/pods/manage-pod-based-indexes).\",\"href\":\"/reference/api/2025-01/control-plane/configure_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_data_2025-01.oas.yaml post /describe_index_stats\",\"title\":\"Get index stats\",\"description\":\"Return statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\\n\\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.\",\"href\":\"/reference/api/2025-01/data-plane/describeindexstats\"}]},{\"group\":\"Vectors\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_data_2025-01.oas.yaml post /vectors/upsert\",\"title\":\"Upsert vectors\",\"description\":\"Upsert vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\\n\\nFor guidance, examples, and limits, see [Upsert data](https://docs.pinecone.io/guides/index-data/upsert-data).\",\"href\":\"/reference/api/2025-01/data-plane/upsert\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_data_2025-01.oas.yaml post /records/namespaces/{namespace}/upsert\",\"title\":\"Upsert text\",\"description\":\"Upsert text into a namespace. Pinecone converts the text to vectors automatically using the hosted embedding model associated with the index.\\n\\nUpserting text is supported only for [indexes with integrated embedding](https://docs.pinecone.io/reference/api/2025-01/control-plane/create_for_model).\\n\\nFor guidance, examples, and limits, see [Upsert data](https://docs.pinecone.io/guides/index-data/upsert-data).\",\"href\":\"/reference/api/2025-01/data-plane/upsert_records\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_data_2025-01.oas.yaml get /vectors/fetch\",\"title\":\"Fetch vectors\",\"description\":\"Look up and return vectors, by ID, from a single namespace. The returned vectors include the vector data and/or metadata.\\n\\nFor on-demand indexes, since vector values are retrieved from object storage, fetch operations may have increased latency. If you only need metadata or IDs, consider using the query operation with `includeValues` set to `false` instead.\\n\\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/manage-data/fetch-data).\",\"href\":\"/reference/api/2025-01/data-plane/fetch\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_data_2025-01.oas.yaml post /vectors/update\",\"title\":\"Update a vector\",\"description\":\"Update a vector in a namespace. If a value is included, it will overwrite the previous value. If a `set_metadata` is included, the values of the fields specified in it will be added or overwrite the previous value.\\n\\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/manage-data/update-data).\",\"href\":\"/reference/api/2025-01/data-plane/update\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_data_2025-01.oas.yaml post /vectors/delete\",\"title\":\"Delete vectors\",\"description\":\"Delete vectors, by id, from a single namespace.\\n\\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/manage-data/delete-data).\",\"href\":\"/reference/api/2025-01/data-plane/delete\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_data_2025-01.oas.yaml get /vectors/list\",\"title\":\"List vector IDs\",\"description\":\"List the IDs of vectors in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\\n\\nThis returns up to 100 IDs at a time by default in sorted order (bitwise \\\"C\\\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\\n\\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/manage-data/list-record-ids).\\n\\n**Note:** `list` is supported only for serverless indexes.\",\"href\":\"/reference/api/2025-01/data-plane/list\"}]},{\"group\":\"Search\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_data_2025-01.oas.yaml post /query\",\"title\":\"Search with a vector\",\"description\":\"Search a namespace with a query vector or record ID and return the IDs of the most similar records, along with their similarity scores.\\n\\nFor guidance, examples, and limits, see [Search](https://docs.pinecone.io/guides/search/search-overview).\",\"href\":\"/reference/api/2025-01/data-plane/query\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_data_2025-01.oas.yaml post /records/namespaces/{namespace}/search\",\"title\":\"Search with text\",\"description\":\"Search a namespace with a query text, query vector, or record ID and return the most similar records, along with their similarity scores. Optionally, rerank the initial results based on their relevance to the query. \\n\\nSearching with text is supported only for indexes with [integrated embedding](https://docs.pinecone.io/guides/index-data/indexing-overview#vector-embedding). Searching with a query vector or record ID is supported for all indexes. \\n\\nFor guidance, examples, and limits, see [Search](https://docs.pinecone.io/guides/search/search-overview).\",\"href\":\"/reference/api/2025-01/data-plane/search_records\"}]},{\"group\":\"Imports\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_data_2025-01.oas.yaml post /bulk/imports\",\"title\":\"Start import\",\"description\":\"Start an asynchronous import of vectors from object storage into an index.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2025-01/data-plane/start_import\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_data_2025-01.oas.yaml get /bulk/imports\",\"title\":\"List imports\",\"description\":\"List all recent and ongoing import operations.\\n\\nBy default, this returns up to 100 imports per page. If the `limit` parameter is set, `list` returns up to that number of imports instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of imports. When the response does not include a `pagination_token`, there are no more imports to return.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2025-01/data-plane/list_imports\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_data_2025-01.oas.yaml get /bulk/imports/{id}\",\"title\":\"Describe an import\",\"description\":\"Return details of a specific import operation.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2025-01/data-plane/describe_import\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_data_2025-01.oas.yaml delete /bulk/imports/{id}\",\"title\":\"Cancel an import\",\"description\":\"Cancel an import operation if it is not yet finished. It has no effect if the operation is already finished.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2025-01/data-plane/cancel_import\"}]},{\"group\":\"Backups\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_control_2025-01.oas.yaml get /collections\",\"title\":\"List collections\",\"description\":\"This operation returns a list of all collections in a project.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2025-01/control-plane/list_collections\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_control_2025-01.oas.yaml post /collections\",\"title\":\"Create a collection\",\"description\":\"This operation creates a Pinecone collection.\\n  \\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2025-01/control-plane/create_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_control_2025-01.oas.yaml get /collections/{collection_name}\",\"title\":\"Describe a collection\",\"description\":\"This operation gets a description of a collection.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2025-01/control-plane/describe_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/db_control_2025-01.oas.yaml delete /collections/{collection_name}\",\"title\":\"Delete a collection\",\"description\":\"This operation deletes an existing collection.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2025-01/control-plane/delete_collection\"}]}]},{\"group\":\"Inference\",\"pages\":[{\"group\":\"Embed\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/inference_2025-01.oas.yaml post /embed\",\"title\":\"Generate vectors\",\"description\":\"Generate vector embeddings for input data. This endpoint uses Pinecone's [hosted embedding models](https://docs.pinecone.io/guides/index-data/create-an-index#embedding-models).\",\"href\":\"/reference/api/2025-01/inference/generate-embeddings\"}]},{\"group\":\"Rerank\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2025-01/inference_2025-01.oas.yaml post /rerank\",\"title\":\"Rerank results\",\"description\":\"Rerank query results according to their relevance to a query. This endpoint uses [Pinecone Inference](https://docs.pinecone.io/guides/index-data/indexing-overview#vector-embedding).\\n\\nFor guidance and examples, see [Rerank results](https://docs.pinecone.io/guides/search/rerank-results).\",\"href\":\"/reference/api/2025-01/inference/rerank\"}]}]},{\"group\":\"SDKs\",\"pages\":[{\"title\":\"Pinecone SDKs overview\",\"description\":\"Browse official Pinecone SDKs for Python, Node.js, Java, and Go, including the version mappings between SDK releases and API versions.\",\"href\":\"/reference/pinecone-sdks\"},{\"group\":\"Python\",\"pages\":[{\"title\":\"Pinecone Python SDK\",\"description\":\"Install and use the Pinecone SDK for Pinecone Python SDK: auth, typed clients, and API operations. For installation instructions, usage examples, and.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/python/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Python SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://sdk.pinecone.io/python/\",\"href\":\"/reference/sdks/python/reference\"}]},{\"group\":\"Node.js\",\"pages\":[{\"title\":\"Pinecone Node.js SDK\",\"description\":\"Install and use the Pinecone Node.js and TypeScript SDK to manage indexes, upsert vectors, run semantic search, and call the Admin and Inference APIs.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/node/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Node.js SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://sdk.pinecone.io/typescript/\",\"href\":\"/reference/sdks/node/reference\"}]},{\"group\":\"Java\",\"pages\":[{\"title\":\"Pinecone Java SDK\",\"description\":\"Install and use the Pinecone Java SDK to manage indexes and namespaces, upsert vectors, run semantic search, and call the Admin and Inference APIs from Java.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/java/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Java SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://github.com/pinecone-io/pinecone-java-client\",\"href\":\"/reference/sdks/java/reference\"},{\"title\":\"OpenTelemetry support\",\"sidebarTitle\":\"OpenTelemetry\",\"description\":\"Monitor Pinecone Java SDK operations with OpenTelemetry metrics for client latency, server processing time, and errors via Prometheus.\",\"href\":\"/reference/sdks/java/open-telemetry\"}]},{\"group\":\"Go\",\"pages\":[{\"title\":\"Pinecone Go SDK\",\"description\":\"Install and use the Pinecone Go SDK to manage indexes and namespaces, upsert vectors, run semantic search, and call the Admin and Inference APIs from Go.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/go/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Go SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://github.com/pinecone-io/go-pinecone\",\"href\":\"/reference/sdks/go/reference\"}]}]},{\"group\":\"CLI\",\"pages\":[{\"title\":\"CLI quickstart\",\"description\":\"Pinecone CLI quickstart for installing pc, authenticating, and managing indexes, vectors, and data imports directly from your terminal.\",\"sidebarTitle\":\"Quickstart\",\"href\":\"/reference/cli/quickstart\"},{\"title\":\"CLI command reference\",\"description\":\"Complete Pinecone CLI command reference covering syntax, subcommands, flags, help output, and exit codes for auth, index, and project.\",\"sidebarTitle\":\"Command reference\",\"href\":\"/reference/cli/command-reference\"},{\"title\":\"CLI authentication\",\"description\":\"Authenticate the Pinecone CLI using user login, service accounts, or API keys, including auth priority and Admin API access rules.\",\"sidebarTitle\":\"Authentication\",\"href\":\"/reference/cli/authentication\"},{\"title\":\"CLI target context\",\"description\":\"Pinecone CLI: The CLI's **target context** determines which organization and project your commands operate on. You must authenticate before setting target.\",\"sidebarTitle\":\"Target context\",\"href\":\"/reference/cli/target-context\"}]},{\"group\":\"Tools\",\"pages\":[{\"title\":\"Spark-Pinecone connector\",\"description\":\"Pinecone data tools: Use the connector to efficiently create, ingest, and update vector embeddings at scale with Databricks and Pinecone.\",\"href\":\"/reference/tools/pinecone-spark-connector\"}]}]},{\"version\":\"2024-10\",\"groups\":[{\"group\":\"APIs\",\"pages\":[{\"title\":\"API reference\",\"description\":\"Pinecone API reference overview for Database, Inference, and Admin endpoints with supported SDKs including Python, Node.js, Java, and Go.\",\"sidebarTitle\":\"Introduction\",\"href\":\"/reference/api/introduction\"},{\"title\":\"Authentication\",\"description\":\"Pinecone API authentication guide covering API key generation, SDK client setup, and HTTP header configuration for authorized requests.\",\"href\":\"/reference/api/authentication\"},{\"title\":\"API versioning\",\"description\":\"Pinecone REST API: Pinecone's APIs are versioned to ensure that your applications continue to work as expected as the platform evolves.\",\"sidebarTitle\":\"Versioning\",\"href\":\"/reference/api/versioning\"},{\"group\":\"Limits\",\"pages\":[{\"title\":\"Pinecone Database limits\",\"description\":\"Reference for Pinecone Database limits, covering upsert, query, fetch, delete, import, namespace, and rate limits for serverless indexes.\",\"sidebarTitle\":\"Database limits\",\"href\":\"/reference/api/database-limits\"},{\"title\":\"Known limitations\",\"description\":\"Known limitations and feature restrictions for Pinecone indexes, including upsert consistency, metadata rules, and serverless caveats.\",\"href\":\"/reference/api/known-limitations\"}]},{\"title\":\"Errors\",\"description\":\"Pinecone REST API: Pinecone uses conventional HTTP response codes to indicate the success or failure of an API request. In general, codes in the range.\",\"href\":\"/reference/api/errors\"}]},{\"group\":\"Database\",\"pages\":[{\"group\":\"Indexes\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_control_2024-10.oas.yaml get /indexes\",\"title\":\"List indexes\",\"description\":\"This operation returns a list of all indexes in a project.\",\"href\":\"/reference/api/2024-10/control-plane/list_indexes\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_control_2024-10.oas.yaml post /indexes\",\"title\":\"Create an index\",\"description\":\"Create an index for vectors created with an external embedding model.\\n  \\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/index-data/create-an-index).\\n\",\"href\":\"/reference/api/2024-10/control-plane/create_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_control_2024-10.oas.yaml get /indexes/{index_name}\",\"title\":\"Describe an index\",\"description\":\"Get a description of an index.\",\"href\":\"/reference/api/2024-10/control-plane/describe_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_control_2024-10.oas.yaml delete /indexes/{index_name}\",\"title\":\"Delete an index\",\"description\":\"Delete an existing index.\",\"href\":\"/reference/api/2024-10/control-plane/delete_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_control_2024-10.oas.yaml patch /indexes/{index_name}\",\"title\":\"Configure an index\",\"description\":\"Configure an existing index. \\n\\nFor serverless indexes, you can configure only index deletion protection and tags. For pod-based indexes, you can configure the pod size, number of replicas, tags, and index deletion protection. \\n\\nIt is not possible to change the pod type of a pod-based index. However, you can create a collection from a pod-based index and then [create a new pod-based index with a different pod type](http://docs.pinecone.io/guides/indexes/pods/create-a-pod-based-index#create-a-pod-index-from-a-collection) from the collection. For guidance and examples, see [Configure an index](http://docs.pinecone.io/guides/indexes/pods/manage-pod-based-indexes).\",\"href\":\"/reference/api/2024-10/control-plane/configure_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_data_2024-10.oas.yaml post /describe_index_stats\",\"title\":\"Get index stats\",\"description\":\"The `describe_index_stats` operation returns statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\\n\\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.\",\"href\":\"/reference/api/2024-10/data-plane/describeindexstats\"}]},{\"group\":\"Vectors\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_data_2024-10.oas.yaml post /vectors/upsert\",\"title\":\"Upsert vectors\",\"description\":\"The `upsert` operation writes vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\\n\\nFor guidance, examples, and limits, see [Upsert data](https://docs.pinecone.io/guides/index-data/upsert-data).\",\"href\":\"/reference/api/2024-10/data-plane/upsert\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_data_2024-10.oas.yaml post /query\",\"title\":\"Search with a vector\",\"description\":\"The `query` operation searches a namespace, using a query vector. It retrieves the ids of the most similar items in a namespace, along with their similarity scores.\\n\\nFor guidance, examples, and limits, see [Search](https://docs.pinecone.io/guides/search/search-overview).\",\"href\":\"/reference/api/2024-10/data-plane/query\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_data_2024-10.oas.yaml get /vectors/fetch\",\"title\":\"Fetch vectors\",\"description\":\"The `fetch` operation looks up and returns vectors, by ID, from a single namespace. The returned vectors include the vector data and/or metadata.\\n\\nFor on-demand indexes, since vector values are retrieved from object storage, fetch operations may have increased latency. If you only need metadata or IDs, consider using the query operation with `includeValues` set to `false` instead.\\n\\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/manage-data/fetch-data).\",\"href\":\"/reference/api/2024-10/data-plane/fetch\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_data_2024-10.oas.yaml post /vectors/update\",\"title\":\"Update a vector\",\"description\":\"The `update` operation updates a vector in a namespace. If a value is included, it will overwrite the previous value. If a `set_metadata` is included, the values of the fields specified in it will be added or overwrite the previous value.\\n\\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/manage-data/update-data).\",\"href\":\"/reference/api/2024-10/data-plane/update\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_data_2024-10.oas.yaml post /vectors/delete\",\"title\":\"Delete vectors\",\"description\":\"The `delete` operation deletes vectors, by id, from a single namespace.\\n\\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/manage-data/delete-data).\",\"href\":\"/reference/api/2024-10/data-plane/delete\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_data_2024-10.oas.yaml get /vectors/list\",\"title\":\"List vector IDs\",\"description\":\"The `list` operation lists the IDs of vectors in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\\n\\nBy default, `list` returns up to 100 IDs per page in sorted order (bitwise \\\"C\\\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\\n\\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/manage-data/list-record-ids).\\n\\n**Note:** `list_vectors` is supported only for serverless indexes.\",\"href\":\"/reference/api/2024-10/data-plane/list\"}]},{\"group\":\"Imports\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_data_2024-10.oas.yaml post /bulk/imports\",\"title\":\"Start import\",\"description\":\"The `start_import` operation starts an asynchronous import of vectors from object storage into an index. \\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2024-10/data-plane/start_import\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_data_2024-10.oas.yaml get /bulk/imports\",\"title\":\"List imports\",\"description\":\"The `list_imports` operation lists all recent and ongoing import operations. \\n\\nBy default, `list_imports` returns up to 100 imports per page. If the `limit` parameter is set, `list` returns up to that number of imports instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of imports. When the response does not include a `pagination_token`, there are no more imports to return.\\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2024-10/data-plane/list_imports\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_data_2024-10.oas.yaml get /bulk/imports/{id}\",\"title\":\"Describe an import\",\"description\":\"The `describe_import` operation returns details of a specific import operation. \\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2024-10/data-plane/describe_import\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_data_2024-10.oas.yaml delete /bulk/imports/{id}\",\"title\":\"Cancel an import\",\"description\":\"The `cancel_import` operation cancels an import operation if it is not yet finished. It has no effect if the operation is already finished. \\n\\nFor guidance and examples, see [Import data](https://docs.pinecone.io/guides/index-data/import-data).\",\"href\":\"/reference/api/2024-10/data-plane/cancel_import\"}]},{\"group\":\"Backups\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_control_2024-10.oas.yaml get /collections\",\"title\":\"List collections\",\"description\":\"This operation returns a list of all collections in a project.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2024-10/control-plane/list_collections\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_control_2024-10.oas.yaml post /collections\",\"title\":\"Create a collection\",\"description\":\"This operation creates a Pinecone collection.\\n  \\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2024-10/control-plane/create_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_control_2024-10.oas.yaml get /collections/{collection_name}\",\"title\":\"Describe a collection\",\"description\":\"This operation gets a description of a collection.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2024-10/control-plane/describe_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_control_2024-10.oas.yaml delete /collections/{collection_name}\",\"title\":\"Delete a collection\",\"description\":\"This operation deletes an existing collection.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2024-10/control-plane/delete_collection\"}]}]},{\"group\":\"Inference\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/inference_2024-10.oas.yaml post /embed\",\"title\":\"Generate vectors\",\"description\":\"Generate vector embeddings for input data. This endpoint uses Pinecone's [hosted embedding models](https://docs.pinecone.io/guides/index-data/create-an-index#embedding-models).\",\"href\":\"/reference/api/2024-10/inference/generate-embeddings\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/inference_2024-10.oas.yaml post /rerank\",\"title\":\"Rerank results\",\"description\":\"Rerank query results according to their relevance to a query. This endpoint uses [Pinecone Inference](https://docs.pinecone.io/guides/index-data/indexing-overview#vector-embedding).\",\"href\":\"/reference/api/2024-10/inference/rerank\"}]},{\"group\":\"SDKs\",\"pages\":[{\"title\":\"Pinecone SDKs overview\",\"description\":\"Browse official Pinecone SDKs for Python, Node.js, Java, and Go, including the version mappings between SDK releases and API versions.\",\"href\":\"/reference/pinecone-sdks\"},{\"group\":\"Python\",\"pages\":[{\"title\":\"Pinecone Python SDK\",\"description\":\"Install and use the Pinecone SDK for Pinecone Python SDK: auth, typed clients, and API operations. For installation instructions, usage examples, and.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/python/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Python SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://sdk.pinecone.io/python/\",\"href\":\"/reference/sdks/python/reference\"}]},{\"group\":\"Node.js\",\"pages\":[{\"title\":\"Pinecone Node.js SDK\",\"description\":\"Install and use the Pinecone Node.js and TypeScript SDK to manage indexes, upsert vectors, run semantic search, and call the Admin and Inference APIs.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/node/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Node.js SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://sdk.pinecone.io/typescript/\",\"href\":\"/reference/sdks/node/reference\"}]},{\"group\":\"Java\",\"pages\":[{\"title\":\"Pinecone Java SDK\",\"description\":\"Install and use the Pinecone Java SDK to manage indexes and namespaces, upsert vectors, run semantic search, and call the Admin and Inference APIs from Java.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/java/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Java SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://github.com/pinecone-io/pinecone-java-client\",\"href\":\"/reference/sdks/java/reference\"},{\"title\":\"OpenTelemetry support\",\"sidebarTitle\":\"OpenTelemetry\",\"description\":\"Monitor Pinecone Java SDK operations with OpenTelemetry metrics for client latency, server processing time, and errors via Prometheus.\",\"href\":\"/reference/sdks/java/open-telemetry\"}]},{\"group\":\"Go\",\"pages\":[{\"title\":\"Pinecone Go SDK\",\"description\":\"Install and use the Pinecone Go SDK to manage indexes and namespaces, upsert vectors, run semantic search, and call the Admin and Inference APIs from Go.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/go/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Go SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://github.com/pinecone-io/go-pinecone\",\"href\":\"/reference/sdks/go/reference\"}]}]},{\"group\":\"CLI\",\"pages\":[{\"title\":\"CLI quickstart\",\"description\":\"Pinecone CLI quickstart for installing pc, authenticating, and managing indexes, vectors, and data imports directly from your terminal.\",\"sidebarTitle\":\"Quickstart\",\"href\":\"/reference/cli/quickstart\"},{\"title\":\"CLI command reference\",\"description\":\"Complete Pinecone CLI command reference covering syntax, subcommands, flags, help output, and exit codes for auth, index, and project.\",\"sidebarTitle\":\"Command reference\",\"href\":\"/reference/cli/command-reference\"},{\"title\":\"CLI authentication\",\"description\":\"Authenticate the Pinecone CLI using user login, service accounts, or API keys, including auth priority and Admin API access rules.\",\"sidebarTitle\":\"Authentication\",\"href\":\"/reference/cli/authentication\"},{\"title\":\"CLI target context\",\"description\":\"Pinecone CLI: The CLI's **target context** determines which organization and project your commands operate on. You must authenticate before setting target.\",\"sidebarTitle\":\"Target context\",\"href\":\"/reference/cli/target-context\"}]},{\"group\":\"Tools\",\"pages\":[{\"title\":\"Spark-Pinecone connector\",\"description\":\"Pinecone data tools: Use the connector to efficiently create, ingest, and update vector embeddings at scale with Databricks and Pinecone.\",\"href\":\"/reference/tools/pinecone-spark-connector\"}]}]},{\"version\":\"2024-07\",\"groups\":[{\"group\":\"APIs\",\"pages\":[{\"title\":\"API reference\",\"description\":\"Pinecone API reference overview for Database, Inference, and Admin endpoints with supported SDKs including Python, Node.js, Java, and Go.\",\"sidebarTitle\":\"Introduction\",\"href\":\"/reference/api/introduction\"},{\"title\":\"Authentication\",\"description\":\"Pinecone API authentication guide covering API key generation, SDK client setup, and HTTP header configuration for authorized requests.\",\"href\":\"/reference/api/authentication\"},{\"title\":\"API versioning\",\"description\":\"Pinecone REST API: Pinecone's APIs are versioned to ensure that your applications continue to work as expected as the platform evolves.\",\"sidebarTitle\":\"Versioning\",\"href\":\"/reference/api/versioning\"},{\"group\":\"Limits\",\"pages\":[{\"title\":\"Pinecone Database limits\",\"description\":\"Reference for Pinecone Database limits, covering upsert, query, fetch, delete, import, namespace, and rate limits for serverless indexes.\",\"sidebarTitle\":\"Database limits\",\"href\":\"/reference/api/database-limits\"},{\"title\":\"Known limitations\",\"description\":\"Known limitations and feature restrictions for Pinecone indexes, including upsert consistency, metadata rules, and serverless caveats.\",\"href\":\"/reference/api/known-limitations\"}]},{\"title\":\"Errors\",\"description\":\"Pinecone REST API: Pinecone uses conventional HTTP response codes to indicate the success or failure of an API request. 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However, you can create a collection from a pod-based index and then [create a new pod-based index with a different pod type](http://docs.pinecone.io/guides/indexes/pods/create-a-pod-based-index#create-a-pod-index-from-a-collection) from the collection.\\nFor guidance and examples, see [Configure an index](http://docs.pinecone.io/guides/indexes/pods/manage-pod-based-indexes).\",\"href\":\"/reference/api/2024-07/control-plane/configure_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-07/data_2024-07.oas.yaml post /describe_index_stats\",\"title\":\"Get index stats\",\"description\":\"The `describe_index_stats` operation returns statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\\n\\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.\",\"href\":\"/reference/api/2024-07/data-plane/describeindexstats\"}]},{\"group\":\"Vectors\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-07/data_2024-07.oas.yaml post /vectors/upsert\",\"title\":\"Upsert vectors\",\"description\":\"The `upsert` operation writes vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\\n\\nFor guidance, examples, and limits, see [Upsert data](https://docs.pinecone.io/guides/index-data/upsert-data).\",\"href\":\"/reference/api/2024-07/data-plane/upsert\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-07/data_2024-07.oas.yaml post /query\",\"title\":\"Search with a vector\",\"description\":\"Search a namespace with a query vector or record ID and return the IDs of the most similar records, along with their similarity scores.\\n\\nFor guidance, examples, and limits, see [Search](https://docs.pinecone.io/guides/search/search-overview).\",\"href\":\"/reference/api/2024-07/data-plane/query\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-07/data_2024-07.oas.yaml get /vectors/fetch\",\"title\":\"Fetch vectors\",\"description\":\"The `fetch` operation looks up and returns vectors, by ID, from a single namespace. The returned vectors include the vector data and/or metadata.\\n\\nFor on-demand indexes, since vector values are retrieved from object storage, fetch operations may have increased latency. If you only need metadata or IDs, consider using the query operation with `includeValues` set to `false` instead.\\n\\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/manage-data/fetch-data).\",\"href\":\"/reference/api/2024-07/data-plane/fetch\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-07/data_2024-07.oas.yaml post /vectors/update\",\"title\":\"Update a vector\",\"description\":\"The `update` operation updates a vector in a namespace. If a value is included, it will overwrite the previous value. 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When the response does not include a `pagination_token`, there are no more IDs to return.\\n\\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/manage-data/list-record-ids).\\n\\n**Note:** `list` is supported only for serverless indexes.\",\"href\":\"/reference/api/2024-07/data-plane/list\"}]},{\"group\":\"Backups\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-07/control_2024-07.oas.yaml get /collections\",\"title\":\"List collections\",\"description\":\"This operation returns a list of all collections in a project.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2024-07/control-plane/list_collections\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-07/control_2024-07.oas.yaml post /collections\",\"title\":\"Create a collection\",\"description\":\"This operation creates a Pinecone collection.\\n  \\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2024-07/control-plane/create_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-07/control_2024-07.oas.yaml get /collections/{collection_name}\",\"title\":\"Describe a collection\",\"description\":\"This operation gets a description of a collection.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2024-07/control-plane/describe_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-07/control_2024-07.oas.yaml delete /collections/{collection_name}\",\"title\":\"Delete a collection\",\"description\":\"This operation deletes an existing collection.\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2024-07/control-plane/delete_collection\"}]}]},{\"group\":\"SDKs\",\"pages\":[{\"title\":\"Pinecone SDKs overview\",\"description\":\"Browse official Pinecone SDKs for Python, Node.js, Java, and Go, including the version mappings between SDK releases and API versions.\",\"href\":\"/reference/pinecone-sdks\"},{\"group\":\"Python\",\"pages\":[{\"title\":\"Pinecone Python SDK\",\"description\":\"Install and use the Pinecone SDK for Pinecone Python SDK: auth, typed clients, and API operations. 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In general, codes in the range.\",\"href\":\"/reference/api/errors\"}]},{\"group\":\"Database\",\"pages\":[{\"group\":\"Indexes\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-04/control_2024-04.oas.yaml get /indexes\",\"title\":\"List indexes\",\"description\":\"This operation returns a list of all indexes in a project.\",\"href\":\"/reference/api/2024-04/control-plane/list_indexes\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-04/control_2024-04.oas.yaml post /indexes\",\"title\":\"Create an index\",\"description\":\"Create an index for vectors created with an external embedding model.\\n\\nFor guidance and examples, see [Create an index](https://docs.pinecone.io/guides/index-data/create-an-index).\\n\",\"href\":\"/reference/api/2024-04/control-plane/create_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-04/control_2024-04.oas.yaml get /indexes/{index_name}\",\"title\":\"Describe an index\",\"description\":\"Get a description of an index.\",\"href\":\"/reference/api/2024-04/control-plane/describe_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-04/control_2024-04.oas.yaml delete /indexes/{index_name}\",\"title\":\"Delete an index\",\"description\":\"This operation deletes an existing index.\",\"href\":\"/reference/api/2024-04/control-plane/delete_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-04/control_2024-04.oas.yaml patch /indexes/{index_name}\",\"title\":\"Configure an index\",\"description\":\"This operation configures the pod size and number of replicas for a pod-based index.\\n\\nIt is not possible to change the pod type of an index. However, you can create a collection from an index and then [create a new index with a different pod type](http://docs.pinecone.io/guides/indexes/pods/create-a-pod-based-index#create-a-pod-index-from-a-collection) from the collection.\",\"href\":\"/reference/api/2024-04/control-plane/configure_index\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-04/data_2024-04.oas.yaml post /describe_index_stats\",\"title\":\"Get index stats\",\"description\":\"The `describe_index_stats` operation returns statistics about the contents of an index, including the vector count per namespace, the number of dimensions, and the index fullness.\\n\\nServerless indexes scale automatically as needed, so index fullness is relevant only for pod-based indexes.\",\"href\":\"/reference/api/2024-04/data-plane/describeindexstats\"}]},{\"group\":\"Vectors\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-04/data_2024-04.oas.yaml post /vectors/upsert\",\"title\":\"Upsert vectors\",\"description\":\"The `upsert` operation writes vectors into a namespace. If a new value is upserted for an existing vector ID, it will overwrite the previous value.\\n\\nFor guidance, examples, and limits, see [Upsert data](https://docs.pinecone.io/guides/index-data/upsert-data).\",\"href\":\"/reference/api/2024-04/data-plane/upsert\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-04/data_2024-04.oas.yaml post /query\",\"title\":\"Search with a vector\",\"description\":\"The `query` operation searches a namespace, using a query vector. It retrieves the ids of the most similar items in a namespace, along with their similarity scores.\\n\\nFor guidance, examples, and limits, see [Search](https://docs.pinecone.io/guides/search/search-overview).\",\"href\":\"/reference/api/2024-04/data-plane/query\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-04/data_2024-04.oas.yaml get /vectors/fetch\",\"title\":\"Fetch vectors\",\"description\":\"The `fetch` operation looks up and returns vectors, by ID, from a single namespace. The returned vectors include the vector data and/or metadata.\\nFor on-demand indexes, since vector values are retrieved from object storage, fetch operations may have increased latency. If you only need metadata or IDs, consider using the query operation with `includeValues` set to `false` instead.\\nFor guidance and examples, see [Fetch data](https://docs.pinecone.io/guides/manage-data/fetch-data).\",\"href\":\"/reference/api/2024-04/data-plane/fetch\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-04/data_2024-04.oas.yaml post /vectors/update\",\"title\":\"Update a vector\",\"description\":\"The `update` operation updates a vector in a namespace. If a value is included, it will overwrite the previous value. If a `set_metadata` is included, the values of the fields specified in it will be added or overwrite the previous value.\\n\\nFor guidance and examples, see [Update data](https://docs.pinecone.io/guides/manage-data/update-data).\",\"href\":\"/reference/api/2024-04/data-plane/update\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-04/data_2024-04.oas.yaml post /vectors/delete\",\"title\":\"Delete vectors\",\"description\":\"The `delete` operation deletes vectors, by id, from a single namespace.\\n\\nFor guidance and examples, see [Delete data](https://docs.pinecone.io/guides/manage-data/delete-data).\",\"href\":\"/reference/api/2024-04/data-plane/delete\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-10/db_data_2024-10.oas.yaml get /vectors/list\",\"title\":\"List vector IDs\",\"description\":\"The `list` operation lists the IDs of vectors in a single namespace of a serverless index. An optional prefix can be passed to limit the results to IDs with a common prefix.\\n\\nBy default, `list` returns up to 100 IDs per page in sorted order (bitwise \\\"C\\\" collation). If the `limit` parameter is set, `list` returns up to that number of IDs instead. Whenever there are additional IDs to return, the response also includes a `pagination_token` that you can use to get the next batch of IDs. When the response does not include a `pagination_token`, there are no more IDs to return.\\n\\nFor guidance and examples, see [List record IDs](https://docs.pinecone.io/guides/manage-data/list-record-ids).\\n\\n**Note:** `list_vectors` is supported only for serverless indexes.\",\"href\":\"/reference/api/2024-04/data-plane/list\"}]},{\"group\":\"Backups\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-04/control_2024-04.oas.yaml get /collections\",\"title\":\"List collections\",\"description\":\"This operation returns a list of all collections in a project.\\n\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2024-04/control-plane/list_collections\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-04/control_2024-04.oas.yaml post /collections\",\"title\":\"Create a collection\",\"description\":\"This operation creates a Pinecone collection.\\n\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2024-04/control-plane/create_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-04/control_2024-04.oas.yaml get /collections/{collection_name}\",\"title\":\"Describe a collection\",\"description\":\"This operation gets a description of a collection.\\n\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2024-04/control-plane/describe_collection\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2024-04/control_2024-04.oas.yaml delete /collections/{collection_name}\",\"title\":\"Delete a collection\",\"description\":\"This operation deletes an existing collection.\\n\\nServerless indexes do not support collections.\\n\",\"href\":\"/reference/api/2024-04/control-plane/delete_collection\"}]}]},{\"group\":\"SDKs\",\"pages\":[{\"title\":\"Pinecone SDKs overview\",\"description\":\"Browse official Pinecone SDKs for Python, Node.js, Java, and Go, including the version mappings between SDK releases and API versions.\",\"href\":\"/reference/pinecone-sdks\"},{\"group\":\"Python\",\"pages\":[{\"title\":\"Pinecone Python SDK\",\"description\":\"Install and use the Pinecone SDK for Pinecone Python SDK: auth, typed clients, and API operations. For installation instructions, usage examples, and.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/python/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Python SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://sdk.pinecone.io/python/\",\"href\":\"/reference/sdks/python/reference\"}]},{\"group\":\"Node.js\",\"pages\":[{\"title\":\"Pinecone Node.js SDK\",\"description\":\"Install and use the Pinecone Node.js and TypeScript SDK to manage indexes, upsert vectors, run semantic search, and call the Admin and Inference APIs.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/node/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Node.js SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://sdk.pinecone.io/typescript/\",\"href\":\"/reference/sdks/node/reference\"}]},{\"group\":\"Java\",\"pages\":[{\"title\":\"Pinecone Java SDK\",\"description\":\"Install and use the Pinecone Java SDK to manage indexes and namespaces, upsert vectors, run semantic search, and call the Admin and Inference APIs from Java.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/java/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Java SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://github.com/pinecone-io/pinecone-java-client\",\"href\":\"/reference/sdks/java/reference\"},{\"title\":\"OpenTelemetry support\",\"sidebarTitle\":\"OpenTelemetry\",\"description\":\"Monitor Pinecone Java SDK operations with OpenTelemetry metrics for client latency, server processing time, and errors via Prometheus.\",\"href\":\"/reference/sdks/java/open-telemetry\"}]},{\"group\":\"Go\",\"pages\":[{\"title\":\"Pinecone Go SDK\",\"description\":\"Install and use the Pinecone Go SDK to manage indexes and namespaces, upsert vectors, run semantic search, and call the Admin and Inference APIs from Go.\",\"sidebarTitle\":\"Overview\",\"href\":\"/reference/sdks/go/overview\"},{\"title\":\"Reference\",\"description\":\"Reference documentation for the Pinecone Go SDK, including client setup, types, and methods for managing indexes and vector data operations.\",\"url\":\"https://github.com/pinecone-io/go-pinecone\",\"href\":\"/reference/sdks/go/reference\"}]}]},{\"group\":\"CLI\",\"pages\":[{\"title\":\"CLI quickstart\",\"description\":\"Pinecone CLI quickstart for installing pc, authenticating, and managing indexes, vectors, and data imports directly from your terminal.\",\"sidebarTitle\":\"Quickstart\",\"href\":\"/reference/cli/quickstart\"},{\"title\":\"CLI command reference\",\"description\":\"Complete Pinecone CLI command reference covering syntax, subcommands, flags, help output, and exit codes for auth, index, and project.\",\"sidebarTitle\":\"Command reference\",\"href\":\"/reference/cli/command-reference\"},{\"title\":\"CLI authentication\",\"description\":\"Authenticate the Pinecone CLI using user login, service accounts, or API keys, including auth priority and Admin API access rules.\",\"sidebarTitle\":\"Authentication\",\"href\":\"/reference/cli/authentication\"},{\"title\":\"CLI target context\",\"description\":\"Pinecone CLI: The CLI's **target context** determines which organization and project your commands operate on. You must authenticate before setting target.\",\"sidebarTitle\":\"Target context\",\"href\":\"/reference/cli/target-context\"}]},{\"group\":\"Tools\",\"pages\":[{\"title\":\"Spark-Pinecone connector\",\"description\":\"Pinecone data tools: Use the connector to efficiently create, ingest, and update vector embeddings at scale with Databricks and Pinecone.\",\"href\":\"/reference/tools/pinecone-spark-connector\"}]}]}]},{\"tab\":\"Examples\",\"pages\":[{\"title\":\"Examples\",\"href\":\"/examples/notebooks\"}]},{\"tab\":\"Models\",\"pages\":[{\"title\":\"Models\",\"href\":\"/models/overview\"}]},{\"tab\":\"Integrations\",\"pages\":[{\"title\":\"Integrations\",\"href\":\"/integrations/overview\"}]},{\"tab\":\"Troubleshooting\",\"pages\":[{\"title\":\"Troubleshooting\",\"href\":\"/troubleshooting/contact-support\"}]},{\"tab\":\"Releases\",\"pages\":[{\"title\":\"Releases\",\"href\":\"/release-notes/2026\"}]}]},{\"dropdown\":\"Pinecone Assistant\",\"icon\":\"comments\",\"tabs\":[{\"tab\":\"Guides\",\"groups\":[{\"group\":\"Get started\",\"pages\":[{\"title\":\"Pinecone Assistant\",\"sidebarTitle\":\"Overview\",\"description\":\"Overview of Pinecone Assistant, a managed service for building production-grade RAG chat and agent applications grounded in your data.\",\"mode\":\"wide\",\"href\":\"/guides/assistant/overview\"},{\"group\":\"Quickstart\",\"pages\":[{\"title\":\"Pinecone Assistant: SDK quickstart\",\"sidebarTitle\":\"SDK quickstart\",\"description\":\"Quickstart for Pinecone Assistant using the Python or Node.js SDK to create an assistant, upload documents, and chat with your data via RAG.\",\"og:image\":\"https://www.pinecone.io/api/og/?title=Pinecone Assistant: SDK quickstart\",\"href\":\"/guides/assistant/quickstart/sdk-quickstart\"},{\"title\":\"Pinecone Assistant: n8n quickstart\",\"sidebarTitle\":\"n8n quickstart\",\"description\":\"Build an n8n workflow with Pinecone Assistant and OpenAI to download files via HTTP, upload documents, and chat with them from an automation.\",\"og:image\":\"https://www.pinecone.io/api/og/?title=Pinecone Assistant: n8n quickstart\",\"href\":\"/guides/assistant/quickstart/n8n-quickstart\"}]},{\"title\":\"Pricing and limits\",\"description\":\"Understand Pinecone Assistant pricing for ingestion units, chat tokens, and storage, plus plan-based service limits for file uploads and knowledge size.\",\"href\":\"/guides/assistant/pricing-and-limits\"}]},{\"group\":\"Build an assistant\",\"pages\":[{\"title\":\"Create an assistant\",\"mode\":\"wide\",\"description\":\"Create a Pinecone Assistant with custom instructions, metadata, and region settings using the API, Python SDK, Node.js SDK, or console.\",\"href\":\"/guides/assistant/create-assistant\"},{\"title\":\"Manage assistants\",\"description\":\"List, describe, update, and delete Pinecone assistants and check assistant status using the API, Python SDK, Node.js SDK, or Pinecone console.\",\"href\":\"/guides/assistant/manage-assistants\"}]},{\"group\":\"Upload your data\",\"pages\":[{\"title\":\"Files in Pinecone Assistant\",\"sidebarTitle\":\"Overview\",\"description\":\"Overview of Pinecone Assistant files: supported file types (PDF, DOCX, JSON, MD, TXT), metadata filters, storage, and signed URL access.\",\"href\":\"/guides/assistant/files-overview\"},{\"title\":\"Upload files\",\"description\":\"Upload local files to a Pinecone assistant with Python, JavaScript, or curl, track ingestion operations, and see how uploads are billed as ingestion units.\",\"href\":\"/guides/assistant/upload-files\"},{\"title\":\"Multimodal context for assistants\",\"sidebarTitle\":\"Multimodal context\",\"description\":\"Enable multimodal PDF context in Pinecone Assistant to analyze charts, images, and diagrams using OCR and visual understanding for RAG.\",\"href\":\"/guides/assistant/multimodal\"},{\"title\":\"Manage files\",\"description\":\"List files in your Pinecone assistant, check individual file ingestion status by ID, view metadata, and delete files using the API, SDKs, or console.\",\"href\":\"/guides/assistant/manage-files\"}]},{\"group\":\"Chat with an assistant\",\"pages\":[{\"title\":\"Chat through the standard interface\",\"sidebarTitle\":\"Standard interface\",\"description\":\"Chat with Pinecone Assistant through the standard interface with default, streaming, or JSON responses, plus citations and chat history support.\",\"href\":\"/guides/assistant/chat-with-assistant\"},{\"title\":\"Chat through the OpenAI-compatible interface\",\"sidebarTitle\":\"OpenAI-compatible interface\",\"description\":\"Chat with Pinecone Assistant using the OpenAI-compatible Chat Completion API for inline citations, streaming responses, and easy integration.\",\"href\":\"/guides/assistant/chat-through-the-openai-compatible-interface\"}]},{\"group\":\"Evaluate answers\",\"pages\":[{\"title\":\"Evaluation overview\",\"sidebarTitle\":\"Overview\",\"description\":\"Overview of Pinecone Assistant response evaluation: measure correctness, completeness, and alignment scores to benchmark RAG system quality.\",\"href\":\"/guides/assistant/evaluation-overview\"},{\"title\":\"Evaluate answers\",\"mode\":\"wide\",\"description\":\"Evaluate RAG system answers with Pinecone Assistant using correctness, completeness, and alignment metrics against a ground truth answer.\",\"href\":\"/guides/assistant/evaluate-answers\"}]},{\"group\":\"Retrieve context snippets\",\"pages\":[{\"title\":\"Context snippets overview\",\"sidebarTitle\":\"Overview\",\"description\":\"Learn how Pinecone Assistant retrieves context snippets with relevancy scores and references for RAG applications and agentic workflows.\",\"href\":\"/guides/assistant/context-snippets-overview\"},{\"title\":\"Retrieve context snippets\",\"description\":\"Retrieve context snippets and citations from a Pinecone Assistant to power your own LLM, RAG application, or agentic workflow with signed URLs.\",\"href\":\"/guides/assistant/retrieve-context-snippets\"}]},{\"group\":\"Integrate with AI agents\",\"pages\":[{\"title\":\"Use an Assistant MCP server\",\"sidebarTitle\":\"Use an MCP server\",\"description\":\"Connect AI agents to a Pinecone Assistant MCP server via remote or local Model Context Protocol endpoints, including Cursor and Claude Desktop.\",\"href\":\"/guides/assistant/mcp-server\"}]},{\"group\":\"Admin\",\"pages\":[{\"group\":\"Manage billing\",\"pages\":[{\"title\":\"Upgrade your plan\",\"description\":\"Learn how Pinecone Assistant admins upgrade to a paid plan to unlock higher limits, more files, evaluations, and advanced access controls.\",\"href\":\"/guides/assistant/admin/upgrade-billing-plan\"},{\"title\":\"Change your payment method\",\"description\":\"Update the credit card or payment method on file for your Pinecone organization to keep billing details current and avoid failed charges.\",\"href\":\"/guides/assistant/admin/change-payment-method\"},{\"title\":\"Downgrade your plan\",\"description\":\"Downgrade your Pinecone subscription from a paid tier back to the free Starter plan, including steps to review usage limits before switching.\",\"href\":\"/guides/assistant/admin/downgrade-billing-plan\"},{\"title\":\"Download a usage report\",\"description\":\"Export a detailed Pinecone usage and cost report for your organization to analyze index consumption, credits, and monthly billing charges.\",\"href\":\"/guides/assistant/admin/download-usage-report\"},{\"title\":\"Access your invoices\",\"description\":\"View, download, and manage your Pinecone billing invoices from the console, including past invoice history, payment status, and PDF exports.\",\"href\":\"/guides/assistant/admin/access-your-invoices\"}]},{\"group\":\"Manage security\",\"pages\":[{\"title\":\"Security overview\",\"sidebarTitle\":\"Overview\",\"description\":\"Overview of Pinecone Assistant admin security features including API keys, single sign-on, service accounts, and audit logs across your organization.\",\"href\":\"/guides/assistant/admin/security-overview\"},{\"title\":\"Manage roles and access\",\"sidebarTitle\":\"Manage roles and access\",\"description\":\"Assign and manage roles for users, service accounts, and API keys using the Pinecone console or the Admin API.\",\"href\":\"/guides/assistant/admin/manage-rbac\"},{\"title\":\"Configure SSO with Okta\",\"description\":\"Integrate Okta with Pinecone to enable single sign-on, configure SAML settings, and manage secure user authentication for your organization.\",\"href\":\"/guides/assistant/admin/configure-sso-with-okta\"},{\"title\":\"Configure audit logs\",\"description\":\"Set up Pinecone audit logs streamed to an Amazon S3 bucket to track user, service account, and API actions across the control plane.\",\"href\":\"/guides/assistant/admin/configure-audit-logs\"}]},{\"group\":\"Manage organizations\",\"pages\":[{\"title\":\"Organizations overview\",\"sidebarTitle\":\"Overview\",\"description\":\"Learn how Pinecone organizations group projects under shared billing, and how organization owners, members, and roles control access and permissions.\",\"href\":\"/guides/assistant/admin/organizations-overview\"},{\"title\":\"Monitor usage and cost\",\"description\":\"Monitor Pinecone Assistant usage and cost, set monthly spend alerts, and track token usage across chat, context retrieval, and evaluation.\",\"href\":\"/guides/assistant/admin/monitor-spend-and-usage\"},{\"title\":\"Manage organization members\",\"description\":\"Invite new members to your Pinecone organization, change their organization roles, and remove users to control access across all projects.\",\"href\":\"/guides/assistant/admin/manage-organization-members\"},{\"title\":\"Manage service accounts at the organization-level\",\"sidebarTitle\":\"Manage service accounts\",\"description\":\"Create and manage 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token.\",\"href\":\"/guides/assistant/admin/manage-projects\"},{\"title\":\"Manage project members\",\"description\":\"Add users to a Pinecone project, assign project owner or user roles, edit permissions, and remove members to control access to indexes and API keys.\",\"href\":\"/guides/assistant/admin/manage-project-members\"},{\"title\":\"Manage API keys\",\"description\":\"Create, view, update, and delete Pinecone API keys for a project, plus assign custom permission roles to control data plane and control plane access.\",\"href\":\"/guides/assistant/admin/manage-api-keys\"},{\"title\":\"Manage service accounts at the project-level\",\"sidebarTitle\":\"Manage service accounts\",\"description\":\"Add and manage project-level service accounts in Pinecone Assistant to enable programmatic Admin API access, roles, and permissions.\",\"href\":\"/guides/assistant/admin/manage-project-service-accounts\"}]}]}]},{\"tab\":\"Reference\",\"versions\":[{\"version\":\"2026-04 (latest)\",\"default\":true,\"groups\":[{\"group\":\"APIs\",\"pages\":[{\"title\":\"Assistant API reference\",\"description\":\"Assistant API reference overview covering document upload, chat, and RAG endpoints supported by the Pinecone Python and Node.js SDKs.\",\"sidebarTitle\":\"Introduction\",\"href\":\"/reference/api/assistant/introduction\"},{\"title\":\"Authentication\",\"description\":\"Assistant API authentication with API keys, HTTP headers, and SDK client initialization for Pinecone Assistant requests and RAG apps.\",\"href\":\"/reference/api/assistant/authentication\"},{\"title\":\"Pinecone Assistant limits\",\"description\":\"Reference for Pinecone Assistant limits, including file size, storage, chat token, and rate limits across the Starter, Builder, Standard, and Enterprise plans.\",\"sidebarTitle\":\"Limits\",\"href\":\"/reference/api/assistant/assistant-limits\"}]},{\"group\":\"Assistants\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/assistant_control_2026-04.oas.yaml GET /assistants\",\"title\":\"List assistants\",\"description\":\"List of all assistants in a project.\\n\\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#list-assistants-for-a-project).\",\"href\":\"/reference/api/2026-04/assistant/list_assistants\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/assistant_control_2026-04.oas.yaml POST /assistants\",\"title\":\"Create an assistant\",\"description\":\"Create an assistant. This is where you specify the underlying training model, which cloud provider you would like to deploy with, and more.\\n\\nFor guidance and examples, see [Create an assistant](https://docs.pinecone.io/guides/assistant/create-assistant)\",\"href\":\"/reference/api/2026-04/assistant/create_assistant\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/assistant_control_2026-04.oas.yaml GET /assistants/{assistant_name}\",\"title\":\"Check assistant status\",\"description\":\"Get the status of an assistant.\\n\\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#get-the-status-of-an-assistant)\",\"href\":\"/reference/api/2026-04/assistant/describe_assistant\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/assistant_control_2026-04.oas.yaml PATCH /assistants/{assistant_name}\",\"title\":\"Update an assistant\",\"description\":\"Update an existing assistant. You can modify the assistant's instructions.\\n\\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#add-instructions-to-an-assistant).\",\"href\":\"/reference/api/2026-04/assistant/update_assistant\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/assistant_control_2026-04.oas.yaml DELETE /assistants/{assistant_name}\",\"title\":\"Delete an assistant\",\"description\":\"Delete an existing assistant.\\n\\nFor guidance and examples, see [Manage assistants](https://docs.pinecone.io/guides/assistant/manage-assistants#delete-an-assistant)\",\"href\":\"/reference/api/2026-04/assistant/delete_assistant\"}]},{\"group\":\"Files\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/assistant_data_2026-04.oas.yaml GET /files/{assistant_name}\",\"title\":\"List Files\",\"description\":\"List all files in an assistant, with an option to filter files with metadata.\\n\\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#list-files-in-an-assistant).\",\"href\":\"/reference/api/2026-04/assistant/list_files\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/assistant_data_2026-04.oas.yaml POST /files/{assistant_name}\",\"title\":\"Upload a file\",\"description\":\"Upload a file to the specified assistant.\\n\\nAn identifier will be generated. To specify a file identifier or to replace file content, use the upsert endpoint (`PUT /files/{assistant_name}/{assistant_file_id}`).\\n\\nThis operation is asynchronous. The response includes an operation ID that can be used to poll for completion via the describe operation endpoint.\\n\\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#upload-a-local-file).\",\"href\":\"/reference/api/2026-04/assistant/upload_file\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/assistant_data_2026-04.oas.yaml PUT /files/{assistant_name}/{assistant_file_id}\",\"title\":\"Upsert a file\",\"description\":\"Create or replace a file in the specified assistant. If a file with the given `assistant_file_id` already exists, it will be replaced with the new file. If it doesn't exist, a new file will be created with that identifier.\\n\\nThis operation is asynchronous. The file processing will occur in the background.\\n\\nFor guidance and examples, see [Manage files](https://docs.pinecone.io/guides/assistant/manage-files#upload-a-local-file).\",\"href\":\"/reference/api/2026-04/assistant/upsert_file\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/assistant_data_2026-04.oas.yaml GET /files/{assistant_name}/{assistant_file_id}\",\"title\":\"Describe a file\",\"description\":\"[Get the current status and metadata of a file](https://docs.pinecone.io/guides/assistant/manage-files#get-the-status-of-a-file) uploaded to an assistant.\",\"href\":\"/reference/api/2026-04/assistant/describe_file\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/assistant_data_2026-04.oas.yaml DELETE /files/{assistant_name}/{assistant_file_id}\",\"title\":\"Delete a file\",\"description\":\"[Delete an uploaded file](https://docs.pinecone.io/guides/assistant/manage-files#delete-a-file) from an assistant.\\n\\nThis operation is asynchronous. 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Returns operations that are in progress, as well as recently completed or failed operations.\\nBoth successful and failed operations are retained for 30 days after completion.\\nUse the `operation_type` and `status` query parameters to filter results.\\n\",\"href\":\"/reference/api/2026-04/assistant/list_operations\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/assistant_data_2026-04.oas.yaml GET /operations/{assistant_name}/{operation_id}\",\"title\":\"Describe an operation\",\"description\":\"Get the status of an operation.\\n\",\"href\":\"/reference/api/2026-04/assistant/describe_operation\"}]},{\"group\":\"Chat\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/assistant_data_2026-04.oas.yaml POST /chat/{assistant_name}\",\"title\":\"Chat with an assistant\",\"description\":\"Chat with an assistant and get back citations in structured form. \\n\\nThis is the recommended way to chat with an assistant, as it offers more functionality and control over the assistant's responses and references than the OpenAI-compatible chat interface.\\n\\nFor guidance and examples, see [Chat with an assistant](https://docs.pinecone.io/guides/assistant/chat-with-assistant).\",\"href\":\"/reference/api/2026-04/assistant/chat_assistant\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/assistant_data_2026-04.oas.yaml POST /chat/{assistant_name}/chat/completions\",\"title\":\"Chat through an OpenAI-compatible interface\",\"description\":\"Chat with an assistant. This endpoint is based on the OpenAI Chat Completion API, a commonly used and adopted API. \\n\\nIt is useful if you need inline citations or OpenAI-compatible responses, but has limited functionality compared to the standard chat interface.\\n\\nFor guidance and examples, see [Chat with an assistant](https://docs.pinecone.io/guides/assistant/chat-with-assistant).\",\"href\":\"/reference/api/2026-04/assistant/chat_completion_assistant\"}]},{\"group\":\"Evaluation\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/assistant_evaluation_2026-04.oas.yaml POST /evaluation/metrics/alignment\",\"title\":\"Evaluate an answer\",\"description\":\"Evaluate the correctness and completeness of a response from an assistant or a RAG system. The correctness and completeness are evaluated based on the precision and recall of the generated answer with respect to the ground truth answer facts. Alignment is the harmonic mean of correctness and completeness.\\n\\nFor guidance and examples, see [Evaluate answers](https://docs.pinecone.io/guides/assistant/evaluate-answers).\",\"href\":\"/reference/api/2026-04/assistant/metrics_alignment\"}]},{\"group\":\"Context snippets\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/assistant_data_2026-04.oas.yaml POST /chat/{assistant_name}/context\",\"title\":\"Retrieve context from an assistant\",\"description\":\"Retrieve context snippets from an assistant to use as part of RAG or any agentic flow.\\n\\nFor guidance and examples, see [Retrieve context snippets](https://docs.pinecone.io/guides/assistant/retrieve-context-snippets).\",\"href\":\"/reference/api/2026-04/assistant/context_assistant\"}]},{\"group\":\"Admin\",\"pages\":[{\"group\":\"API keys\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/projects/{project_id}/api-keys\",\"title\":\"Create an API key\",\"description\":\"Create an API key for a project to authenticate Data Plane and Control Plane requests.\\n\",\"href\":\"/reference/api/2026-04/admin-assistant/create_api_key\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/projects/{project_id}/api-keys\",\"title\":\"List API keys\",\"description\":\"List all API keys in a project.\",\"href\":\"/reference/api/2026-04/admin-assistant/list_api_keys\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/api-keys/{api_key_id}\",\"title\":\"Get API key details\",\"description\":\"Get an API key's details, excluding its secret.\",\"href\":\"/reference/api/2026-04/admin-assistant/fetch_api_key\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml patch /admin/api-keys/{api_key_id}\",\"title\":\"Update an API key\",\"description\":\"Update an API key's name and roles.\",\"href\":\"/reference/api/2026-04/admin-assistant/update_api_key\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml delete /admin/api-keys/{api_key_id}\",\"title\":\"Delete an API key\",\"description\":\"Delete an API key from a project.\",\"href\":\"/reference/api/2026-04/admin-assistant/delete_api_key\"}]},{\"group\":\"Projects\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml post /admin/projects\",\"title\":\"Create a new project\",\"description\":\"Create a new project.\",\"href\":\"/reference/api/2026-04/admin-assistant/create_project\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/projects\",\"title\":\"List projects\",\"description\":\"List all projects in an organization.\",\"href\":\"/reference/api/2026-04/admin-assistant/list_projects\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml get /admin/projects/{project_id}\",\"title\":\"Get project details\",\"description\":\"Get a project's details.\",\"href\":\"/reference/api/2026-04/admin-assistant/fetch_project\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml patch /admin/projects/{project_id}\",\"title\":\"Update a project\",\"description\":\"Update a project's name, maximum number of Pods, or customer-managed encryption key (CMEK).\\n\",\"href\":\"/reference/api/2026-04/admin-assistant/update_project\"},{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/admin_2026-04.oas.yaml delete /admin/projects/{project_id}\",\"title\":\"Delete a project\",\"description\":\"Delete a project and all its configuration; delete its indexes, assistants, backups, and collections first.\\n\",\"href\":\"/reference/api/2026-04/admin-assistant/delete_project\"}]},{\"group\":\"Service accounts\",\"pages\":[{\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-04/oauth_2026-04.oas.yaml post /oauth/token\",\"title\":\"Create an access token\",\"description\":\"Obtain an access token for a service account using the OAuth2 client credentials flow. An access token is needed to authorize requests to the Pinecone Admin API.\\nThe host domain for OAuth endpoints is `login.pinecone.io`.\\n\",\"href\":\"/reference/api/2026-04/admin-assistant/get_token\"}]}]},{\"group\":\"Architecture\",\"pages\":[{\"title\":\"Pinecone Assistant architecture\",\"description\":\"Pinecone Assistant architecture overview covering document ingestion, chunking, vector retrieval, and LLM response generation for RAG.\",\"sidebarTitle\":\"Assistant architecture\",\"href\":\"/reference/architecture/assistant-architecture\"}]}]},{\"version\":\"2025-10\",\"pages\":[{\"title\":\"2025-10\",\"href\":\"/reference/api/authentication\"}]},{\"version\":\"2025-04\",\"pages\":[{\"title\":\"2025-04\",\"href\":\"/reference/api/authentication\"}]},{\"version\":\"2025-01\",\"pages\":[{\"title\":\"2025-01\",\"href\":\"/reference/api/authentication\"}]}]},{\"tab\":\"Examples\",\"pages\":[{\"title\":\"Assistant examples\",\"description\":\"Notebooks and Next.js sample apps for Pinecone Assistant: quickstart, context snippet retrieval, and a full-stack chat UI with citations.\",\"href\":\"/examples/assistant\"}]},{\"tab\":\"Releases\",\"groups\":[{\"group\":\"Release notes\",\"pages\":[{\"title\":\"2026 releases\",\"description\":\"Pinecone release notes for 2026: new features, improvements, and API changes.\",\"href\":\"/assistant-release-notes/2026\"},{\"title\":\"2025 releases\",\"description\":\"Pinecone release notes for 2025: new features, improvements, and API changes.\",\"href\":\"/assistant-release-notes/2025\"},{\"title\":\"2024 releases\",\"description\":\"Pinecone release notes for 2024: new features, improvements, and API changes.\",\"href\":\"/assistant-release-notes/2024\"},{\"title\":\"2023 releases\",\"description\":\"Pinecone release notes for 2023: new features, improvements, and API changes.\",\"mode\":\"wide\",\"href\":\"/assistant-release-notes/2023\"},{\"title\":\"2022 releases\",\"description\":\"Pinecone release notes for 2022: new features, improvements, and API changes.\",\"mode\":\"wide\",\"href\":\"/assistant-release-notes/2022\"}]},{\"group\":\"Policies\",\"pages\":[{\"title\":\"Feature availability\",\"description\":\"Pinecone feature availability across public preview, general availability, and limited availability releases, with links to release notes.\",\"href\":\"/assistant-release-notes/feature-availability\"}]}]}]},{\"dropdown\":\"Pinecone Nexus\",\"icon\":\"brain-circuit\",\"tabs\":[{\"tab\":\"Guides\",\"groups\":[{\"group\":\"Get started\",\"pages\":[{\"title\":\"Pinecone Nexus\",\"sidebarTitle\":\"Overview\",\"description\":\"Pinecone Nexus is the knowledge engine for agents. It compiles your data into queryable knowledge once, then serves grounded, cited answers to agents on every call.\",\"mode\":\"wide\",\"href\":\"/guides/nexus/overview\"},{\"title\":\"Nexus quickstart\",\"sidebarTitle\":\"Quickstart\",\"description\":\"Deploy Pinecone Nexus with bring-your-own-cloud (BYOC), build a context from your own documents, and run your first query from the deployment console.\",\"href\":\"/guides/nexus/quickstart\"},{\"title\":\"Nexus key concepts\",\"sidebarTitle\":\"Key concepts\",\"description\":\"Learn the core Pinecone Nexus concepts: sources, workspaces, contexts, manifests, artifacts, tasks, sessions, and the Query API, and how they connect.\",\"href\":\"/guides/nexus/concepts\"}]},{\"group\":\"The knowledge engine\",\"pages\":[{\"title\":\"How Nexus works\",\"sidebarTitle\":\"How Nexus works\",\"description\":\"How Nexus distills curated artifacts for retrieval, then answers with code over a retrieval SDK.\",\"href\":\"/guides/nexus/how-it-works\"},{\"title\":\"Context design\",\"sidebarTitle\":\"Context design\",\"description\":\"The manifest, the information stack (chunks, artifacts, and edges), and the artifact-kind reference.\",\"href\":\"/guides/nexus/context-design\"},{\"title\":\"Curation\",\"sidebarTitle\":\"Curation\",\"description\":\"The write path that turns sources into chunks and artifacts, incrementally, driven by the manifest.\",\"href\":\"/guides/nexus/how-curation-works\"},{\"group\":\"Queries and sessions\",\"pages\":[{\"title\":\"Queries\",\"sidebarTitle\":\"Queries\",\"description\":\"The query runtime that gathers evidence and composes a grounded, cited answer.\",\"href\":\"/guides/nexus/how-queries-work\"},{\"title\":\"Query tracing\",\"sidebarTitle\":\"Query tracing\",\"description\":\"Trace any query to see the steps, retrieval code, tokens, and cost behind its answer.\",\"href\":\"/guides/nexus/query-tracing\"}]}]},{\"group\":\"Tools\",\"pages\":[{\"title\":\"MCP server\",\"sidebarTitle\":\"MCP server\",\"description\":\"Query your Pinecone Nexus contexts from any Model Context Protocol client, such as Claude Desktop, over Streamable HTTP.\",\"href\":\"/guides/nexus/mcp-server\"}]},{\"group\":\"Bring your own cloud\",\"pages\":[{\"title\":\"Nexus BYOC overview\",\"sidebarTitle\":\"Overview\",\"description\":\"What Nexus bring your own cloud is, how it relates to Database BYOC, and its architecture.\",\"href\":\"/guides/nexus/byoc/overview\"},{\"title\":\"Data residency and limits\",\"sidebarTitle\":\"Residency and limits\",\"description\":\"Where your data lives and travels in Nexus BYOC, plus authentication, encryption, cluster footprint, and limitations.\",\"href\":\"/guides/nexus/byoc/reference\"},{\"title\":\"Deploy Nexus BYOC\",\"sidebarTitle\":\"Deploy\",\"description\":\"Install and operate Pinecone Nexus in your own cloud account.\",\"href\":\"/guides/nexus/byoc/deploy\"}]}]},{\"tab\":\"Reference\",\"groups\":[{\"group\":\"APIs\",\"pages\":[{\"title\":\"Pinecone Nexus API\",\"sidebarTitle\":\"Introduction\",\"description\":\"Programmatic access to Nexus: manage contexts and sources, curate, and query with KnowQL.\",\"href\":\"/reference/api/nexus/introduction\"},{\"title\":\"Authentication\",\"sidebarTitle\":\"Authentication\",\"description\":\"Authenticate to the Nexus API with your Pinecone API key, sent directly or exchanged for a short-lived session token.\",\"href\":\"/reference/api/nexus/authentication\"}]},{\"group\":\"Endpoints\",\"pages\":[{\"group\":\"Auth\",\"pages\":[{\"title\":\"Exchange a Pinecone API key for a session token\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml post /auth/login\",\"href\":\"/api-reference/auth/exchange-a-pinecone-api-key-for-a-session-token\",\"autogeneratedByOpenApi\":true},{\"title\":\"Current identity (whoami)\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /auth\",\"href\":\"/api-reference/auth/current-identity-whoami\",\"autogeneratedByOpenApi\":true}]},{\"group\":\"Project\",\"pages\":[{\"title\":\"Get the active project\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /project\",\"href\":\"/api-reference/project/get-the-active-project\",\"autogeneratedByOpenApi\":true},{\"title\":\"Project-wide task stats\",\"description\":\"Aggregate task counters across the whole project (all contexts), broken down by state and workflow. The per-context equivalent is `GET /contexts/{slug}/tasks/stats`.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /stats\",\"href\":\"/api-reference/project/project-wide-task-stats\",\"autogeneratedByOpenApi\":true}]},{\"group\":\"Connectors\",\"pages\":[{\"title\":\"List the project's linked connectors\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /connectors\",\"href\":\"/api-reference/connectors/list-the-projects-linked-connectors\",\"autogeneratedByOpenApi\":true},{\"title\":\"Get a connector\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /connectors/{id}\",\"href\":\"/api-reference/connectors/get-a-connector\",\"autogeneratedByOpenApi\":true},{\"title\":\"Unlink a connector\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml delete /connectors/{id}\",\"href\":\"/api-reference/connectors/unlink-a-connector\",\"autogeneratedByOpenApi\":true},{\"title\":\"Start the OAuth link flow for a provider\",\"description\":\"Returns an `authorize_url` for the user to open in a browser. The connector is persisted by the provider's OAuth redirect callback once the user approves access.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /connectors/oauth/{provider}/start\",\"href\":\"/api-reference/connectors/start-the-oauth-link-flow-for-a-provider\",\"autogeneratedByOpenApi\":true},{\"title\":\"Link a connector with an API key\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml post /connectors/keys/{provider}\",\"href\":\"/api-reference/connectors/link-a-connector-with-an-api-key\",\"autogeneratedByOpenApi\":true},{\"title\":\"Browse a connector's folders/files\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /connectors/{id}/items\",\"href\":\"/api-reference/connectors/browse-a-connectors-foldersfiles\",\"autogeneratedByOpenApi\":true},{\"title\":\"List a context's connectors (with per-context enabled flag)\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /contexts/{slug}/connectors\",\"href\":\"/api-reference/connectors/list-a-contexts-connectors-with-per-context-enabled-flag\",\"autogeneratedByOpenApi\":true},{\"title\":\"Enable or disable a connector for a context\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml put /contexts/{slug}/connectors/{connector_id}\",\"href\":\"/api-reference/connectors/enable-or-disable-a-connector-for-a-context\",\"autogeneratedByOpenApi\":true}]},{\"group\":\"Contexts\",\"pages\":[{\"title\":\"List contexts (newest first, with stats)\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /contexts\",\"href\":\"/api-reference/contexts/list-contexts-newest-first-with-stats\",\"autogeneratedByOpenApi\":true},{\"title\":\"Create a context\",\"description\":\"The context is created empty and is not queryable until you import sources and curate them (curate is explicit — there is no auto-curate). Optionally seed a `manifest`. A `work` context is the exception: it is queryable from day zero and is built from traces of work rather than source documents.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml post /contexts\",\"href\":\"/api-reference/contexts/create-a-context\",\"autogeneratedByOpenApi\":true},{\"title\":\"Get a context\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /contexts/{slug}\",\"href\":\"/api-reference/contexts/get-a-context\",\"autogeneratedByOpenApi\":true},{\"title\":\"Update a context\",\"description\":\"All fields optional; absent leaves untouched. Empty string clears description/guide; `{}` clears the manifest back to defaults. A supplied manifest is validated against the manifest schema.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml put /contexts/{slug}\",\"href\":\"/api-reference/contexts/update-a-context\",\"autogeneratedByOpenApi\":true},{\"title\":\"Delete a context (and its Pinecone indexes)\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml delete /contexts/{slug}\",\"href\":\"/api-reference/contexts/delete-a-context-and-its-pinecone-indexes\",\"autogeneratedByOpenApi\":true},{\"title\":\"Fork a context (copy manifest into a fresh target)\",\"description\":\"Copies the source context's manifest and lifecycle metadata onto an **already-created** target context in the same project, so the target's query and curate gates pass. It does not create the target — create it first with `POST /contexts`. The target's index stays empty until curated. The source must have been optimized (`last_optimized_at` set) and must not be optimizing.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml post /contexts/{slug}/fork\",\"href\":\"/api-reference/contexts/fork-a-context-copy-manifest-into-a-fresh-target\",\"autogeneratedByOpenApi\":true},{\"title\":\"Per-context task statistics\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /contexts/{slug}/tasks/stats\",\"href\":\"/api-reference/contexts/per-context-task-statistics\",\"autogeneratedByOpenApi\":true},{\"title\":\"Trigger an on-demand self-tuning optimize\",\"description\":\"Tunes the manifest from real query traffic and chains a forced re-curate. A body is required but every field in it is optional, so `{}` is valid — and a no-op when no `candidate_queries` are supplied. The context must have been curated, and only one optimize runs at a time.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml post /contexts/{slug}/optimize\",\"href\":\"/api-reference/contexts/trigger-an-on-demand-self-tuning-optimize\",\"autogeneratedByOpenApi\":true},{\"title\":\"Run the Design-flow explore agent (propose a manifest)\",\"description\":\"Inspects the uploaded source and proposes manifest-template matches, returned in the task's `output` (see `ExploreOutput`). Persists nothing on the index — review the proposal, then apply it via the manifest update + a forced curate. Body is optional.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml post /contexts/{slug}/explore\",\"href\":\"/api-reference/contexts/run-the-design-flow-explore-agent-propose-a-manifest\",\"autogeneratedByOpenApi\":true},{\"title\":\"Estimate the token + time cost of curating the in-progress manifest\",\"description\":\"Spins up the `profile` runtime to estimate the token + time cost of curating the sources under the in-progress manifest (sent in the request body), returned as the task's `output` (see `ProfileEstimateOutput`). Persists nothing; the console polls it for the Design-page cost box. Body is optional.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml post /contexts/{slug}/profile\",\"href\":\"/api-reference/contexts/estimate-the-token-+-time-cost-of-curating-the-in-progress-manifest\",\"autogeneratedByOpenApi\":true}]},{\"group\":\"Manifest\",\"pages\":[{\"title\":\"Get the context's manifest\",\"description\":\"The context's pinned manifest document. A context with no pinned manifest returns `{}` — the runtime fills defaults. Writes go through the `manifest` field on `PUT /contexts/{slug}`.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /contexts/{slug}/manifest\",\"href\":\"/api-reference/manifest/get-the-contexts-manifest\",\"autogeneratedByOpenApi\":true},{\"title\":\"List the built-in manifest templates\",\"description\":\"The catalog the console seeds new contexts from.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /manifest/templates\",\"href\":\"/api-reference/manifest/list-the-built-in-manifest-templates\",\"autogeneratedByOpenApi\":true}]},{\"group\":\"Curation\",\"pages\":[{\"title\":\"Get the curation ledger\",\"description\":\"The full ledger: per-source hashes, edges, corpus groups, chunk-id lineage, version pin, reclaim intents, pointers, and glossary. This pays an O(corpus) chunk-id-lineage read — use `GET /contexts/{slug}/curate/version/pin` on the per-turn path.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /contexts/{slug}/curate\",\"href\":\"/api-reference/curation/get-the-curation-ledger\",\"autogeneratedByOpenApi\":true},{\"title\":\"(Re)build the context's index from its sources\",\"description\":\"Curate the staged sources under the active manifest. **Required before querying** — there is no auto-curate. Body is optional. Set `force: true` to do a full rebuild (use after editing the manifest); the default is an incremental curate. Search contexts only — a work context builds via `work`/`groom` instead.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml post /contexts/{slug}/curate\",\"href\":\"/api-reference/curation/rebuild-the-contexts-index-from-its-sources\",\"autogeneratedByOpenApi\":true},{\"title\":\"Drop named sources from the index + ledger\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml post /contexts/{slug}/curate/delete-sources\",\"href\":\"/api-reference/curation/drop-named-sources-from-the-index-+-ledger\",\"autogeneratedByOpenApi\":true}]},{\"group\":\"Source Files\",\"pages\":[{\"title\":\"Import source documents from a project connector\",\"description\":\"Pull source documents from a linked project connector (Box, ...) into the context. Supply either `folder` or `files`. Stages the source only — curate explicitly before querying.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml post /contexts/{slug}/import\",\"href\":\"/api-reference/source-files/import-source-documents-from-a-project-connector\",\"autogeneratedByOpenApi\":true},{\"title\":\"Upload a source file or archive\",\"description\":\"One file per request, max 2 GiB. Archives (`.zip`, `.tar`, `.tar.gz`, `.tgz`) are expanded by the import runtime. Stages the source only — it does not index anything. Curate explicitly with `POST /contexts/{slug}/curate` before querying.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml post /contexts/{slug}/import/upload\",\"href\":\"/api-reference/source-files/upload-a-source-file-or-archive\",\"autogeneratedByOpenApi\":true},{\"title\":\"List the source file tree (root)\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /contexts/{slug}/source/list\",\"href\":\"/api-reference/source-files/list-the-source-file-tree-root\",\"autogeneratedByOpenApi\":true},{\"title\":\"Source file/dir/size counts\",\"description\":\"Aggregate counts. Under preview mode the response also carries the per-context quota (`max_files_per_context`, `max_bytes_per_context`, `used_files`, `used_bytes`); those fields are absent otherwise.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /contexts/{slug}/source/stats\",\"href\":\"/api-reference/source-files/source-filedirsize-counts\",\"autogeneratedByOpenApi\":true},{\"title\":\"Flat manifest of source files (path, size, last_modified)\",\"description\":\"Flat source-object inventory used to render the source page without walking the tree. Excludes the `_inbox/` staging directory.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /contexts/{slug}/source/manifest\",\"href\":\"/api-reference/source-files/flat-manifest-of-source-files-path-size-last_modified\",\"autogeneratedByOpenApi\":true},{\"title\":\"List the source file tree under a path\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /contexts/{slug}/source/list/{path}\",\"href\":\"/api-reference/source-files/list-the-source-file-tree-under-a-path\",\"autogeneratedByOpenApi\":true},{\"title\":\"Read a source file (raw bytes)\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /contexts/{slug}/source/read/{path}\",\"href\":\"/api-reference/source-files/read-a-source-file-raw-bytes\",\"autogeneratedByOpenApi\":true},{\"title\":\"Delete a source file\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml delete /contexts/{slug}/source/delete/{path}\",\"href\":\"/api-reference/source-files/delete-a-source-file\",\"autogeneratedByOpenApi\":true}]},{\"group\":\"Knowledge\",\"pages\":[{\"title\":\"List curated knowledge (root)\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /contexts/{slug}/knowledge/list\",\"href\":\"/api-reference/knowledge/list-curated-knowledge-root\",\"autogeneratedByOpenApi\":true},{\"title\":\"Knowledge file/dir/size counts\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /contexts/{slug}/knowledge/stats\",\"href\":\"/api-reference/knowledge/knowledge-filedirsize-counts\",\"autogeneratedByOpenApi\":true},{\"title\":\"List curated knowledge under a path\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /contexts/{slug}/knowledge/list/{path}\",\"href\":\"/api-reference/knowledge/list-curated-knowledge-under-a-path\",\"autogeneratedByOpenApi\":true},{\"title\":\"Read a curated knowledge file (raw bytes)\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /contexts/{slug}/knowledge/read/{path}\",\"href\":\"/api-reference/knowledge/read-a-curated-knowledge-file-raw-bytes\",\"autogeneratedByOpenApi\":true}]},{\"group\":\"Query\",\"pages\":[{\"title\":\"Run one KnowQL query turn\",\"description\":\"Send `ask` (the natural-language question) and, when starting a new session, a `scope` of 1–10 contexts. Continue an existing session with `session_id` or `previous_query_id`. Scoped search contexts must be curated (work contexts are queryable immediately), and a scope may not mix work and search contexts.\\n\\n`stream` and `background` are mutually exclusive. With `background: true` the API returns `202` with an `in_progress` query and the client polls `GET /queries/{id}`. With `stream: true` the API emits an SSE stream whose `event:` names are the event `type` (`response.created`, `response.step`, `response.output_text.delta`, `response.turn_rollup`, `response.synthesis`, `response.trace`, and a terminal `response.completed` / `response.failed` / `response.cancelled`), followed by a final `query` event carrying the full query object. Read the answer from `output[].content[].text`.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml post /query\",\"href\":\"/api-reference/query/run-one-knowql-query-turn\",\"autogeneratedByOpenApi\":true},{\"title\":\"Fetch one query (turn)\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /queries/{id}\",\"href\":\"/api-reference/query/fetch-one-query-turn\",\"autogeneratedByOpenApi\":true},{\"title\":\"Cancel an in-progress query turn\",\"description\":\"Idempotent — an already-terminal query is returned unchanged. On success the turn's `status` becomes `cancelled`.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml post /queries/{id}/cancel\",\"href\":\"/api-reference/query/cancel-an-in-progress-query-turn\",\"autogeneratedByOpenApi\":true},{\"title\":\"Fetch the recorded trace for a query turn\",\"description\":\"The per-turn debug trace (steps, tool calls, strategy, cost, rollup). Trace persistence is unconditional — every turn lands a trace blob — so this is available once the turn is terminal.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /queries/{id}/trace\",\"href\":\"/api-reference/query/fetch-the-recorded-trace-for-a-query-turn\",\"autogeneratedByOpenApi\":true},{\"title\":\"Stream a query turn's events (SSE)\",\"description\":\"Server-sent event stream of the turn's events as they land — the same `type`-named events POST /query emits with `stream: true`, but as a standalone, resumable subscription. Reconnect with `Last-Event-ID` to replay from where the stream dropped.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /queries/{id}/events\",\"href\":\"/api-reference/query/stream-a-query-turns-events-sse\",\"autogeneratedByOpenApi\":true},{\"title\":\"Record thumbs-up/down feedback on a query turn\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml post /queries/{id}/feedback\",\"href\":\"/api-reference/query/record-thumbs-updown-feedback-on-a-query-turn\",\"autogeneratedByOpenApi\":true},{\"title\":\"List the selectable query models\",\"description\":\"The model catalog the `model` field on `POST /query` draws from. Returns the default model, every catalog entry, the tier → model-id map, per-phase defaults, and the curate-capable model ids. Only entries with `available: true` are selectable (others are coming soon and rejected with `400`).\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /models\",\"href\":\"/api-reference/query/list-the-selectable-query-models\",\"autogeneratedByOpenApi\":true},{\"title\":\"List project-wide query sessions (newest first)\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /sessions\",\"href\":\"/api-reference/query/list-project-wide-query-sessions-newest-first\",\"autogeneratedByOpenApi\":true},{\"title\":\"Get a session with its queries (conversation order)\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /sessions/{id}\",\"href\":\"/api-reference/query/get-a-session-with-its-queries-conversation-order\",\"autogeneratedByOpenApi\":true},{\"title\":\"Delete a session and its queries\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml delete /sessions/{id}\",\"href\":\"/api-reference/query/delete-a-session-and-its-queries\",\"autogeneratedByOpenApi\":true}]},{\"group\":\"Tasks\",\"pages\":[{\"title\":\"List tasks (project-wide, paginated)\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /tasks\",\"href\":\"/api-reference/tasks/list-tasks-project-wide-paginated\",\"autogeneratedByOpenApi\":true},{\"title\":\"Get a task (with steps)\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /tasks/{id}\",\"href\":\"/api-reference/tasks/get-a-task-with-steps\",\"autogeneratedByOpenApi\":true},{\"title\":\"Cancel/terminate a task\",\"description\":\"Body is optional. Max body 1 MiB.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml delete /tasks/{id}\",\"href\":\"/api-reference/tasks/cancelterminate-a-task\",\"autogeneratedByOpenApi\":true},{\"title\":\"Live token + runtime stats for a task\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /tasks/{id}/stats\",\"href\":\"/api-reference/tasks/live-token-+-runtime-stats-for-a-task\",\"autogeneratedByOpenApi\":true}]},{\"group\":\"Task Files\",\"pages\":[{\"title\":\"Read a task file (raw bytes)\",\"description\":\"Serves from the live container while the task runs, and from the archived blob store afterwards. This is how a finished pack's `\u003cslug\u003e.context.zip` is downloaded.\",\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /tasks/{id}/files/read/{path}\",\"href\":\"/api-reference/task-files/read-a-task-file-raw-bytes\",\"autogeneratedByOpenApi\":true},{\"title\":\"Stat a task file\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /tasks/{id}/files/metadata/{path}\",\"href\":\"/api-reference/task-files/stat-a-task-file\",\"autogeneratedByOpenApi\":true},{\"title\":\"List a task's files under a path\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /tasks/{id}/files/list/{path}\",\"href\":\"/api-reference/task-files/list-a-tasks-files-under-a-path\",\"autogeneratedByOpenApi\":true},{\"title\":\"List a task's working-directory files\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml get /tasks/{id}/files/list\",\"href\":\"/api-reference/task-files/list-a-tasks-working-directory-files\",\"autogeneratedByOpenApi\":true},{\"title\":\"Delete a task file\",\"description\":null,\"deprecated\":null,\"version\":null,\"openapi\":\"https://raw.githubusercontent.com/pinecone-io/pinecone-api/refs/heads/main/2026-07/nexus_2026-07.oas.yaml delete /tasks/{id}/files/delete/{path}\",\"href\":\"/api-reference/task-files/delete-a-task-file\",\"autogeneratedByOpenApi\":true}]}]}]},{\"tab\":\"Releases\",\"groups\":[{\"group\":\"Release notes\",\"pages\":[{\"title\":\"2026 releases\",\"description\":\"Pinecone Nexus release notes for 2026.\",\"href\":\"/nexus-release-notes/2026\"}]},{\"group\":\"Policies\",\"pages\":[{\"title\":\"Feature availability\",\"description\":\"Feature availability phases for Pinecone Nexus.\",\"href\":\"/nexus-release-notes/feature-availability\"}]}]}]},{\"dropdown\":\"Pinecone Marketplace\",\"icon\":\"store\",\"tabs\":[{\"tab\":\"Guides\",\"groups\":[{\"group\":\"Get started\",\"pages\":[{\"title\":\"Pinecone Marketplace\",\"sidebarTitle\":\"Overview\",\"description\":\"Pinecone Marketplace is a no-code platform for building, publishing, and operating grounded knowledge applications from vertical templates and connectors.\",\"mode\":\"wide\",\"href\":\"/guides/marketplace/overview\"},{\"title\":\"Marketplace quickstart\",\"sidebarTitle\":\"Quickstart\",\"description\":\"Pinecone Marketplace quickstart: pick a template app, connect a Google Drive folder, configure the deployment, and publish your first knowledge app.\",\"href\":\"/guides/marketplace/quickstart\"},{\"title\":\"Marketplace concepts\",\"sidebarTitle\":\"Concepts\",\"description\":\"Learn Pinecone Marketplace concepts including knowledge applications, deployments, templates, manifests, KAT routing, layouts, and visual components.\",\"href\":\"/guides/marketplace/concepts\"},{\"title\":\"Marketplace pricing and limits\",\"sidebarTitle\":\"Pricing and limits\",\"description\":\"How Pinecone Marketplace usage is billed through Assistant and index consumption, plus deployment limits on connectors, files, and consumer auth.\",\"href\":\"/guides/marketplace/pricing-and-limits\"}]},{\"group\":\"Templates\",\"pages\":[{\"title\":\"Templates overview\",\"sidebarTitle\":\"Overview\",\"description\":\"How Pinecone Marketplace templates work, what they define, and how operators customize a deployment after creating it from a template.\",\"href\":\"/guides/marketplace/templates-overview\"},{\"title\":\"Template catalog\",\"sidebarTitle\":\"Template catalog\",\"description\":\"Browse the vertical apps in the Pinecone Marketplace template catalog, including Customer Support, HR Benefits, Deal Desk, and Financial Filings Analyzer.\",\"href\":\"/guides/marketplace/template-catalog\"}]},{\"group\":\"Build a knowledge application\",\"pages\":[{\"title\":\"Create a deployment\",\"sidebarTitle\":\"Create a deployment\",\"description\":\"Create a new Pinecone Marketplace deployment from a vertical template, name it, choose a layout, and configure operating parameters for your use case.\",\"href\":\"/guides/marketplace/create-a-deployment\"},{\"title\":\"Configure operating parameters\",\"sidebarTitle\":\"Operating parameters\",\"description\":\"Tune the system prompt, starter prompts, and response style of a Pinecone Marketplace knowledge application through operating parameter settings.\",\"href\":\"/guides/marketplace/configure-operating-parameters\"},{\"title\":\"Configure layouts\",\"sidebarTitle\":\"Layouts\",\"description\":\"Choose a chat, search, structured, or hybrid consumer layout for a Pinecone Marketplace knowledge application to match your end-user experience.\",\"href\":\"/guides/marketplace/configure-layouts\"},{\"title\":\"Configure components\",\"sidebarTitle\":\"Components\",\"description\":\"Enable visual components like comparison tables, timelines, and coverage matrices in a Pinecone Marketplace knowledge application interface.\",\"href\":\"/guides/marketplace/configure-components\"}]},{\"group\":\"Connect data sources\",\"pages\":[{\"title\":\"Connectors overview\",\"sidebarTitle\":\"Connectors\",\"description\":\"How Pinecone Marketplace connectors ingest documents, keep them in sync with source systems, and let operators add manually uploaded files.\",\"href\":\"/guides/marketplace/connectors-overview\"}]},{\"group\":\"Multi-domain orchestration\",\"pages\":[{\"title\":\"Knowledge Agent Toolkit (KAT) overview\",\"sidebarTitle\":\"KAT overview\",\"description\":\"How the Knowledge Agent Toolkit (KAT) orchestrates multi-domain Pinecone Marketplace apps with manifests, disambiguation, slot filling, and guardrails.\",\"href\":\"/guides/marketplace/kat-overview\"},{\"title\":\"Multi-domain routing\",\"sidebarTitle\":\"Multi-domain routing\",\"description\":\"How the Knowledge Agent Toolkit (KAT) routes queries across multiple knowledge bases in a Pinecone Marketplace deployment for multi-domain answers.\",\"href\":\"/guides/marketplace/multi-domain-routing\"}]},{\"group\":\"Publish and operate\",\"pages\":[{\"title\":\"Publish a deployment\",\"sidebarTitle\":\"Publish\",\"description\":\"Publish a Pinecone Marketplace deployment to promote a building version to active, run introspection, generate starter prompts, and evaluate quality.\",\"href\":\"/guides/marketplace/publish-a-deployment\"},{\"title\":\"Manage versions and rollback\",\"sidebarTitle\":\"Versions and rollback\",\"description\":\"Use versioned publishing in Pinecone Marketplace to stage edits, compare active and building versions, and roll back a deployment when needed.\",\"href\":\"/guides/marketplace/manage-versions-and-rollback\"},{\"title\":\"Evaluations\",\"sidebarTitle\":\"Evaluations\",\"description\":\"How Pinecone Marketplace runs automatic evaluations on every publish, scoring faithfulness and relevance to catch regressions in a new version.\",\"href\":\"/guides/marketplace/evaluations\"},{\"title\":\"Analytics and event logs\",\"sidebarTitle\":\"Analytics and event logs\",\"description\":\"Track end-user activity, refusal rates, feedback, and event logs in a Pinecone Marketplace deployment for analytics, auditing, and debugging.\",\"href\":\"/guides/marketplace/analytics-and-event-logs\"}]},{\"group\":\"Access control\",\"pages\":[{\"title\":\"Deployer authentication\",\"sidebarTitle\":\"Deployer authentication\",\"description\":\"Sign in to Pinecone Marketplace as an operator to create deployments, manage sessions across devices, and audit deployer actions in the event log.\",\"href\":\"/guides/marketplace/deployer-auth\"},{\"title\":\"Consumer authentication\",\"sidebarTitle\":\"Consumer authentication\",\"description\":\"Configure consumer sign-in for a Pinecone Marketplace deployment using link access or Google sign-in to control who can use your knowledge application.\",\"href\":\"/guides/marketplace/consumer-auth-overview\"}]}]},{\"tab\":\"End user guide\",\"groups\":[{\"group\":\"Use a knowledge application\",\"pages\":[{\"title\":\"End user guide\",\"sidebarTitle\":\"Overview\",\"description\":\"End-user overview of Pinecone Marketplace knowledge applications, including how to sign in with link access or Google and read grounded citations.\",\"href\":\"/guides/marketplace/end-user/overview\"},{\"title\":\"Ask questions\",\"sidebarTitle\":\"Ask questions\",\"description\":\"Tips for end users on asking clear, specific questions in a Pinecone Marketplace knowledge application, using follow-ups, and handling clarifications.\",\"href\":\"/guides/marketplace/end-user/ask-questions\"},{\"title\":\"Understand answers\",\"sidebarTitle\":\"Understand answers\",\"description\":\"Read citations, work with visual components, export and share answers, and give feedback in a Pinecone Marketplace knowledge application.\",\"href\":\"/guides/marketplace/end-user/citations\"}]}]},{\"tab\":\"Reference\",\"groups\":[{\"group\":\"APIs\",\"pages\":[{\"title\":\"Pinecone Marketplace API\",\"sidebarTitle\":\"Introduction\",\"description\":\"Pinecone Marketplace API reference overview covering deployments, templates, connectors, versions, evaluations, and analytics endpoints.\",\"href\":\"/reference/api/marketplace/introduction\"},{\"title\":\"Authentication\",\"sidebarTitle\":\"Authentication\",\"description\":\"Authenticate to the Pinecone Marketplace API using project-scoped API keys, including the Api-Key header, key scoping, and deployment permissions.\",\"href\":\"/reference/api/marketplace/authentication\"}]},{\"group\":\"Deployments\",\"pages\":[{\"title\":\"Deployments\",\"sidebarTitle\":\"Deployments\",\"description\":\"Marketplace Deployments API reference for listing, creating, updating, and deleting knowledge application deployments programmatically.\",\"href\":\"/reference/api/marketplace/deployments\"}]},{\"group\":\"Templates\",\"pages\":[{\"title\":\"Templates\",\"sidebarTitle\":\"Templates\",\"description\":\"Marketplace Templates API reference for listing vertical template catalogs and retrieving default operating parameters for deployments.\",\"href\":\"/reference/api/marketplace/templates\"}]},{\"group\":\"Connectors\",\"pages\":[{\"title\":\"Connectors\",\"sidebarTitle\":\"Connectors\",\"description\":\"Marketplace Connectors API reference for attaching source connectors, updating configuration, and triggering syncs across 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 --warning: #DD815D;\n  --success: #15B077;\n  --info: #0028FF;\n  --text-primary: #FFFFFF;\n  --text-secondary: #A0A0A0;\n  --text-disabled: #666666;\n  --white: #FFFFFF;\n  --black: #000000;\n  --overlay: #2B3244;\n  --border: #303030;\n}\n\n.dark .dark-inverted {\n  filter: invert(1);\n}\n\n#topbar-cta-button {\n  margin-left: 1rem;\n}\n\n#topbar-cta-button \u003e a {\n  display: flex;\n  align-items: center;\n  padding: 0.375rem 1rem !important;\n  gap: 0.5rem;\n  background-color: var(--brand-blue);\n  color: var(--text-contrast) !important;\n  border-radius: 0.25rem;\n  font-weight: 500;\n  letter-spacing: 0.4px;\n}\n\n#topbar-cta-button a:hover {\n  background-color: var(--primary-dark) !important;\n}\n\n\n/* #topbar-cta-button span {\n  border-radius: 4px;\n  font-weight: 500;\n  letter-spacing: 0.4px;\n} */\n\n/* #topbar-cta-button div \u003e svg {\n  display: none;\n} */\n\n/* inserting svg via :after isn't working for some reason, used js instead */\n/* #topbar-cta-button div::after {\n  content: url('data:image/svg+xml;utf8,\u003csvg width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"\u003e\u003cg id=\"Icon Right\"\u003e\u003cpath id=\"Vector\" d=\"M8.08906 5L6.91406 6.175L10.7307 10L6.91406 13.825L8.08906 15L13.0891 10L8.08906 5Z\" fill=\"white\"/\u003e\u003c/g\u003e\u003c/svg\u003e');\n  content: \"test\";\n  display: block;\n  width: 20px;\n  height: 20px;\n  margin-left: 8px;\n  background-image: url('data:image/svg+xml;utf8,\u003csvg width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"\u003e\u003cg id=\"Icon Right\"\u003e\u003cpath id=\"Vector\" d=\"M8.08906 5L6.91406 6.175L10.7307 10L6.91406 13.825L8.08906 15L13.0891 10L8.08906 5Z\" fill=\"white\"/\u003e\u003c/g\u003e\u003c/svg\u003e');\n  background-color: #000000;\n  background-size: contain;\n  background-repeat: no-repeat;\n  background-position: center;\n} */\n\n\n.documentation-link {\n  color: var(--brand-blue);\n  text-decoration: none;\n}\n\n.documentation-link:hover {\n  color: #000000;\n  /* Black color when hovering */\n}\n\n.custom-button {\n  display: inline-block;\n  padding: 2px 8px;\n  background-color: var(--surface);\n  color: var(--text-primary);\n  /* Text color */\n  border: 1px solid var(--border);\n  /* Border color */\n  border-radius: 25px;\n  /* Rounded borders */\n  text-align: center;\n  user-select: none;\n  transition: background-color 0.3s ease;\n  /* Smooth transition for background color */\n}\n\n/* Change the button color on hover (make it unclickable) */\n.custom-button:hover {\n  background-color: var(--primary-main);\n  color: var(--text-contrast);\n}\n\n/* Adjust the width for the second column */\n/* td:nth-child(2) {\n  width: 200px; /* Adjust the width as per your requirement\n} */\n\n/* \nAdd an announcement bar \nTODO: This can be version specific if you add a page-specific class/ID, but it doesn't seem to work for the OpenAI docs without rewriting the JSON\n*/\n/*  #navbar:before {\n  background-color: #ff4c04;\n  content: \"The legacy version of the API, which required regional URLs for control plane operations, is deprecated as of April 15, 2024 and will be removed in a future, to be announced, release.\";\n  color: rgb(255, 255, 255);\n  display: block;\n  text-align: center;\n  padding: 6px;\n  font-size: 90%;\n}\n*/\n/* Text color */\n/* body {\n  color: #121142 !important;\n} */\n\n/* Header */\n#navbar {\n  background: var(--background);\n  position: fixed;\n  /* position: sticky !important; */\n  /* top: 0 !important; */\n}\n\n#navbar-transition {\n  border-bottom: 1px solid var(--border);\n}\n\n#navbar .max-w-8xl {\n  max-width: 100%;\n}\n\n/* Logo + \"Docs\" text + version select */\n#navbar\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:first-of-type {\n  flex: initial;\n}\n\n#navbar\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:first-of-type\u003ea:first-of-type {\n  flex: initial;\n  display: flex;\n}\n\n#navbar img[alt=\"logo\"] {\n  max-width: 150px;\n  min-width: 150px;\n}\n\n/* Ensure logo has min width*/\n#navbar \u003e div \u003e div \u003e div \u003e div \u003e div \u003e div.flex-1.flex.items-center \u003e a:first-child {\n  min-width: 209px;\n}\n\n/* Version select */\n[aria-haspopup=\"menu\"] {\n  border-radius: 0.25rem;\n  border: 1px solid var(--border);\n  background-color: transparent !important;\n  color: var(--text-primary)\n}\n\n[aria-labelledby=\"headlessui-menu-button-:r0:\"] {\n  width: 11rem;\n}\n\n/* Right side nav container */\n#navbar\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:nth-of-type(3) {\n  flex: initial;\n  margin-left: 0;\n}\n\n/* Prevent nav items from shrinking */\n#navbar\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:nth-of-type(3)\u003enav {\n  flex-shrink: 0;\n}\n\n/* nav links */\n#navbar nav a {\n  color: var(--text-primary);\n  padding: 0.6rem 1rem;\n  transition: background-color 250ms cubic-bezier(0.4, 0, 0.2, 1);\n}\n\n/* #navbar a:hover {\n  background-color: var(--paper);\n  border-radius: 0.25rem;\n} */\n\n#navbar nav ul li:not(:last-of-type) {\n  margin-left: 0;\n}\n\n/* Hide dark mode toggle */\n/* #navbar\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:first-of-type\u003ediv:nth-of-type(3)\u003ediv {\n  display: none;\n} */\n\n/* Second nav container */\n/* Links */\n#navbar a {\n  color: var(--text-primary);\n  margin: 0;\n  padding-left: 0.875rem;\n  padding-right: 0.875rem;\n}\n\n#navbar .nav-tabs {\n  gap: 0 !important;\n}\n\n/* Selected links */\n#navbar a.font-semibold {\n  color: var(--brand-blue);\n  border-bottom-width: 0.1875rem;\n  border-color: var(--brand-blue);\n}\n\n#navbar div.absolute.bottom-0 {\n  display: none;\n}\n\n/* Sidebar */\n#sidebar {\n  left: 0rem;\n  padding-left: 3rem;\n  background: var(--background);\n  border-right: 1px solid var(--border);\n  /* position: sticky; */\n  /* flex-shrink: 0; */\n  /* top: 0; */\n}\n\n#sidebar div.sticky {\n  visibility: hidden;\n}\n\n#sidebar-content {\n  padding-left: 2rem;\n}\n\n/* Sidebar headings and link color */\n#sidebar-content h5,\n#sidebar a,\n#sidebar li div {\n  color: var(--text-primary);\n}\n\n/* Sidebar Introduction link */\n#sidebar\u003ediv\u003eul\u003ediv:first-of-type\u003eli:only-of-type {\n  margin-left: 0;\n}\n\n#sidebar\u003ediv\u003eul\u003ediv:first-of-type\u003eli:only-of-type\u003ea {\n  font-weight: 600;\n}\n\n/* Nav items */\n#navigation-items\u003ediv\u003eul\u003eli {\n  margin-left: 0.75rem;\n}\n\n/* Selected nav items */\n#navigation-items\u003ediv\u003eul\u003eli a.font-semibold {\n  font-weight: 400;\n  background-color: var(--surface);\n}\n\n#navigation-items #mobile-divider {\n  display: none;\n}\n\n/* Main content area */\n/* main \u003e div:first-of-type \u003e div:last-of-type \u003e div:first-of-type {\n  display: flex;\n} */\n@media screen and (min-width: 1024px) {\n  #content-area\u003ediv:first-child:not(#header)\u003ediv.relative.w-full.flex.items-center.justify-center:first-child {\n    margin-top: 7rem\n  }\n}\n\n\n/* Content container */\n/* #content-container {\n  padding-left: 3.5rem !important;\n} */\n#content-container\u003ediv {\n  padding-top: 10rem;\n}\n\n@media (min-width: 1024px) {\n  #content-container\u003ediv {\n    gap: 3rem;\n  }\n\n  #content-container #table-of-contents {\n    padding-left: 0;\n  }\n}\n\n/* Title eyebrow */\n#header .eyebrow {\n  text-transform: uppercase;\n  color: var(--text-primary);\n  font-size: 0.625rem;\n  letter-spacing: 1px;\n  line-height: 160%;\n}\n\n/* Hide empty eyebrow */\n#header .eyebrow:empty {\n  display: none;\n}\n\n/* Title container */\n#header\u003ediv:first-of-type\u003ediv:nth-of-type(2) {\n  margin-top: 0;\n}\n\n/* Title */\n#header h1 {\n  color: var(--text-primary);\n}\n\n/* Article text */\n.prose h2,\n.prose h3,\n.prose h4,\n.prose p,\n.prose li {\n  color: var(--text-primary);\n}\n\n.prose table th, .prose table td {\n  color: var(--text-primary) !important;\n}\n\n.prose a {\n  color: var(--brand-blue) !important;\n  font-weight: 400;\n}\n\n/* Overwrite tailwind max-width */\n.max-w-8xl {\n  max-width: 94.5rem;\n}\n\n.card {\n  box-shadow: none;\n  border: 1px solid var(--border) !important;\n  border-radius: 0.25rem;\n  transition: box-shadow 0.3s ease;\n  background-color: var(--paper) !important;\n}\n\n.card:hover {\n  border: 1px solid var(--border) !important;\n}\n\n:not(.dark) .card:hover {\n  box-shadow: 0px 5px 5px -3px rgba(163, 169, 175, 0.20), 0px 8px 10px 1px rgba(163, 169, 175, 0.14), 0px 3px 14px 2px rgba(163, 169, 175, 0.12) !important;\n}\n\n.dark .card:hover {\n  box-shadow: none !important;\n}\n\n.card\u003ediv {\n  padding: 1.5rem;\n}\n\n.card h2,\n.example-card h2 {\n  font-size: 1.25rem;\n}\n\n.card p,\n.example-card p, .example-card span[data-as=\"p\"] {\n  margin-top: 0.625rem;\n  font-size: 0.875rem;\n  color: var(--text-primary);\n}\n\n.card .eyebrow {\n  font-size: 0.625rem;\n  text-transform: uppercase;\n  line-height: 160%;\n  letter-spacing: 1px;\n}\n\n.card .integration-logo { \n  width: 3.125rem;  \n  height: 3.125rem; \n  display: flex; \n  justify-content: center; \n  align-items: center; \n} \n.card .integration-logo-long { \n  width: 5.125rem; \n  height: 3.125rem; \n  display: flex; \n  justify-content: center; \n  align-items: center; \n}\n\n.card-grid {\n  display: grid;\n  gap: 1.5rem;\n}\n\n@media (min-width: 640px) {\n  .card-grid {\n    grid-template-columns: 1fr 1fr;\n  }\n}\n\n@media (min-width: 1024px) {\n  .card-grid {\n    grid-template-columns: 1fr 1fr 1fr;\n  }\n}\n\n.example-card {\n  box-shadow: none;\n  border: 1px solid var(--border);\n  border-radius: 0.25rem;\n  transition: box-shadow 0.3s ease;\n  padding: 1.5rem;\n  display: flex;\n  flex-direction: column;\n  flex-grow: 1;\n  background-color: var(--paper);\n}\n\n.example-card .arrow {\n  margin-left: auto;\n  margin-top: auto;\n  opacity: 0;\n  transition: opacity 0.3s ease;\n}\n\n.example-card:hover .arrow {\n  opacity: 1;\n}\n\n.example-card:hover {\n  border: 1px solid var(--border) !important;\n}\n\n:not(.dark) .example-card:hover {\n  box-shadow: 0px 5px 5px -3px rgba(163, 169, 175, 0.20), 0px 8px 10px 1px rgba(163, 169, 175, 0.14), 0px 3px 14px 2px rgba(163, 169, 175, 0.12);\n}\n\n.dark .example-card:hover {\n  box-shadow: none !important;\n}\n\n.example-card .tags {\n  display: flex;\n  flex-wrap: wrap;\n  gap: 0.75rem;\n  margin-top: 1.5rem;\n}\n\n.example-card .card-tag {\n  border-radius: 1rem;\n  background-color: var(--background);\n  color: var(--text-primary);\n  font-size: 0.8125rem;\n  line-height: 138%;\n  letter-spacing: 0.16px;\n  padding: 0.1875rem 0.375rem;\n  display: flex;\n  gap: 0.375rem;\n  align-items: center;\n}\n\n.example-card .vectors {\n  color: var(--background);\n  display: flex;\n  flex-wrap: wrap;\n  justify-content: space-between;\n  gap: 1rem;\n  font-size: 0.875rem;\n  line-height: 150%;\n  letter-spacing: 0.15px;\n  padding-top: 2.875rem;\n  margin-top: auto;\n}\n\n.examples-h2 {\n  font-size: 1.25rem;\n  margin-bottom: 1.5rem;\n}\n\n/* Integrations related articles */\n#related-articles {\n  display: flex;\n  flex-direction: column;\n  width: 100%;\n}\n\n#related-articles h2 {\n  color: var(--text-primary);\n  font-size: 1.25rem;\n  font-weight: 600;\n  letter-spacing: 0.15px;\n  line-height: 150%;\n  margin-bottom: 1rem;\n}\n\n#related-articles a {\n  padding: 1.0625rem 0;\n  display: flex;\n  align-items: flex-start;\n  justify-content: space-between;\n  gap: 1rem;\n  color: var(--text-primary);\n  font-size: 0.875rem;\n  line-height: 150%;\n  letter-spacing: 0.15px;\n}\n\n#related-articles a:not(:last-of-type) {\n  border-bottom: 1px solid var(--border);\n}\n\n#related-articles a:hover {\n  opacity: 0.7;\n}\n\n#related-articles a\u003esvg {\n  flex-shrink: 0;\n}\n\n/* Integrations back button */\n#back-button {\n  display: flex;\n  gap: 0.5rem;\n  align-items: center;\n  color: var(--text-primary) !important;\n  font-size: 0.875rem;\n  line-height: 150%;\n  letter-spacing: 0.15px;\n  margin-bottom: 1.5rem;\n}\n\n#back-button:hover {\n  opacity: 0.7;\n}\n\n#back-button\u003esvg {\n  flex-shrink: 0;\n}\n\n/* Sample apps */\n\n.sample-app {\n  color: var(--text-primary);\n}\n\n.sample-app h2 {\n  font-size: 2.125rem;\n  font-weight: 600;\n  line-height: 123.5%;\n  letter-spacing: 0.25px;\n}\n\n.sample-app h2:not(:first-of-type) {\n  margin: 4rem 0 0 0;\n}\n\n.sample-app h2:first-of-type {\n  margin: 0;\n}\n\n.sample-app h3 {\n  font-size: 1.25rem;\n  font-weight: 600;\n  line-height: 150%;\n  letter-spacing: 0.15px;\n  margin: 3rem 0 0 0;\n}\n\n.sample-app h4 {\n  font-size: 0.875rem;\n  font-weight: 700;\n  line-height: 150%;\n  letter-spacing: 0.15px;\n  margin: 3rem 0 0 0;\n}\n\n.sample-app p,\n.sample-app ul {\n  margin: 1.5rem 0 0 0;\n  font-size: 0.875rem;\n  list-style-type: disc;\n}\n\n.sample-app li::before {\n  display: none;\n}\n\n.sample-app li {\n  padding-left: 0 !important;\n  margin-left: 1.25rem;\n}\n\n.sample-app li::marker {\n  color: var(--text-primary);\n}\n\n.sample-app-heading {\n  display: flex;\n  flex-direction: column;\n  align-items: center;\n  text-align: center;\n}\n\n.sample-app-heading .eyebrow {\n  color: var(--text-primary);\n  font-size: 0.625rem;\n  line-height: 160%;\n  letter-spacing: 1px;\n  text-transform: uppercase;\n}\n\n.sample-app-heading h1 {\n  color: var(--text-primary);\n  margin: 0.5rem 0 0 0;\n  font-size: 2.125rem;\n  font-weight: 600;\n  line-height: 123.5%;\n  letter-spacing: 0.25px;\n}\n\n.sample-app-heading p {\n  color: var(--text-primary);\n  margin: 0.5rem 0 1.5rem 0;\n  font-size: 1.25rem;\n  font-weight: 600;\n  line-height: 150%;\n  letter-spacing: 0.15px;\n}\n\n/* Sample apps content area with sidebar */\n.sample-app-split {\n  display: flex;\n  flex-direction: column;\n  gap: 3rem;\n}\n\n.sample-app-split .sidebar a:not(.connect-with-pinecone) {\n  font-size: 0.875rem;\n  color: var(--text-primary);\n  border-bottom: none;\n}\n\n.sample-app-split .toc-list {\n  display: flex;\n  flex-direction: column;\n  gap: 1rem;\n}\n\n.sample-app-split .toc-list a.bold {\n  font-weight: 700;\n  margin-top: 0.5rem;\n}\n\n.sample-app-split\u003e.content.no-margin\u003ep:first-of-type {\n  margin-top: 0 !important;\n}\n\n.connect-with-pinecone {\n  border: 1px solid var(--border);\n  border-radius: 0.25rem;\n  padding: 0.5rem 1rem;\n  display: inline-flex;\n  align-items: center;\n  gap: 0.5rem;\n  font-size: 0.875rem;\n  font-weight: 500;\n  line-height: 1.5rem;\n  letter-spacing: 0.4px;\n  color: var(--text-primary) !important;\n  text-decoration: none;\n  align-self: flex-start;\n}\n\n@media (min-width: 1280px) {\n  .sample-app-split {\n    flex-direction: row;\n  }\n\n  .sample-app-split .content {\n    overflow-x: auto;\n  }\n\n  .sample-app-split .sidebar {\n    width: 20.625rem;\n    flex-shrink: 0;\n  }\n}\n\n/* Hacky codeblock targeting */\n/* div[class*=\"bg-codeblock\"].relative {\n  border-radius: 0.25rem; */\n  /* border: 1px solid var(--border); */\n/* } */\n\n/* :not(.dark) div[class*=\"bg-codeblock\"].relative {\n  background: var(--black);\n}\n\n.dark div[class*=\"bg-codeblock\"].relative {\n  background: var(--paper);\n}  */\n\np\u003ecode {\n  font-size: 0.75rem;\n  line-height: 150%;\n  letter-spacing: 0.5px;\n  border-radius: 0.25rem;\n  padding: 0.125rem 0.5rem;\n  background-color: var(--paper) !important;\n  color: var(--text-primary) !important;\n  border: none;\n}\n\ncode .api-key.set {\n  color: orange;\n}\n\n.pinecone-connect-connected {\n  width: 100%;\n  max-width: 31.25rem;\n  background-color: var(--paper);\n  transition: box-shadow 300ms cubic-bezier(0.4, 0, 0.2, 1) 0ms;\n  border-radius: 0.25rem;\n  padding: 1.5rem;\n  margin: 1.5rem 0;\n  border: 1px solid var(--border);\n}\n\n.pinecone-connect-connected img {\n  height: 1.875rem;\n  margin: 0;\n}\n\n.pinecone-connect-connected p {\n  color: var(--text-primary) !important;\n}\n\n.pinecone-connect-connected p:last-of-type {\n  margin-top: 0.75rem;\n}\n\n.remove-api-key {\n  display: flex;\n  width: 100%;\n  max-width: 31.25rem;\n  margin-top: -1.25rem;\n}\n\n.remove-api-key\u003ebutton {\n  font-size: 0.8125rem;\n  font-weight: 500;\n  color: var(--brand-blue);\n  margin-left: auto;\n}\n\n.connect-widget-skeleton {\n  margin-block: 45px;\n  width: 100%;\n  max-width: 31.25rem;\n  height: 180px;\n  background: var(--paper);\n  border-radius: 4px;\n  overflow: hidden;\n  position: relative;\n  border: 1px solid var(--border);\n}\n\n.skeleton-content {\n  width: 100%;\n  max-width: 450px;\n  height: 180px;\n  background: linear-gradient(90deg,\n      rgba(255, 255, 255, 0) 0%,\n      rgba(255, 255, 255, 0.6) 50%,\n      rgba(255, 255, 255, 0) 100%);\n  animation: shimmer 1.5s infinite;\n  position: absolute;\n  top: 0;\n  left: 0;\n}\n\n@keyframes shimmer {\n  0% {\n    transform: translateX(-100%);\n  }\n\n  100% {\n    transform: translateX(100%);\n  }\n}\n\n/* Model Gallery */\n\n.featured-card-container {\n  padding: 0 1rem;\n  position: relative;\n  width: 100%;\n  margin: 1rem 0;\n  overflow: visible;\n  -webkit-overflow-scrolling: touch;\n}\n\n.featured-model-cards {\n  display: grid;\n  grid-auto-flow: column;\n  grid-auto-columns: calc(25% - 0.75rem);\n  gap: 1rem;\n  overflow-x: auto;\n  scroll-behavior: smooth;\n  scroll-snap-type: x mandatory;\n  -webkit-overflow-scrolling: touch;\n  padding: 1rem 0;\n  margin: -1rem 0;\n  scrollbar-width: none;\n  -ms-overflow-style: none;\n  cursor: grab;\n}\n\n.featured-model-cards\u003e* {\n  scroll-snap-align: start;\n}\n\n.carousel-button {\n  position: absolute;\n  top: 50%;\n  transform: translateY(-50%);\n  width: 2.5rem;\n  height: 2.5rem;\n  border-radius: 9999px;\n  background: var(--paper);\n  box-shadow: 0 4px 6px -1px rgb(0 0 0 / 0.1);\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  z-index: 10;\n  cursor: pointer;\n  border: 1px solid var(--border);\n  padding: 0;\n}\n\n.carousel-button:hover {\n  background-color: var(--background);\n  transform: translateY(-50%) scale(1.05);\n  box-shadow: 0 6px 8px -2px rgb(0 0 0 / 0.15);\n}\n\n.carousel-button.prev {\n  left: -1.25rem;\n}\n\n.carousel-button.next {\n  right: -1.25rem;\n}\n\n/* Make sure parent containers don't clip the buttons */\n#content-container,\n#content-area,\nmain {\n  overflow: visible !important;\n}\n\n@media (max-width: 1280px) {\n  .featured-model-cards {\n    grid-auto-columns: calc(33.333% - 0.67rem);\n  }\n}\n\n@media (max-width: 1024px) {\n  .featured-model-cards {\n    grid-auto-columns: calc(50% - 0.5rem);\n  }\n}\n\n@media (max-width: 768px) {\n  .featured-model-cards {\n    grid-auto-columns: 90%;\n    padding-bottom: 1rem;\n  }\n\n  .carousel-button {\n    display: none !important;\n  }\n\n  .featured-card-container {\n    padding: 0;\n  }\n}\n\n:not(.dark) .model-card:hover {\n  box-shadow: 0px 5px 5px -3px rgba(163, 169, 175, 0.20), 0px 8px 10px 1px rgba(163, 169, 175, 0.14), 0px 3px 14px 2px rgba(163, 169, 175, 0.12);\n}\n\n.dark .model-card:hover {\n  box-shadow: none !important;\n}\n\n.outlined-button {\n  display: flex;\n  flex-direction: column;\n  justify-content: center;\n  align-items: center;\n  width: 150px;\n  height: 36px;\n  padding: 4px;\n  border-radius: 4px;\n  border: 1px solid var(--border);\n  color: var(--paper);\n  text-decoration: none;\n  font-size: 14px;\n  letter-spacing: 0.4;\n  text-align: center;\n  color: var(--text-primary);\n  font-weight: 500;\n  transition: background-color 0.3s ease, border 0.3s ease, color 0.3s ease;\n}\n\n.outlined-button:hover {\n  background-color: var(--paper);\n  border: 1px solid var(--brand-blue);\n  color: var(--text-primary);\n}\n\n\n.control {\n  position: absolute;\n  top: 50%;\n  transform: translateY(-50%);\n  background-color: rgba(255, 255, 255, 0.7);\n  border-radius: 50%;\n  width: 40px;\n  height: 40px;\n  display: flex;\n  align-items: center;\n  justify-content: center;\n  cursor: pointer;\n  opacity: 0.5;\n  transition: opacity 0.3s ease;\n}\n\n.control:hover {\n  opacity: 1;\n}\n\n.prev-slide {\n  left: 10px;\n}\n\n.next-slide {\n  right: 10px;\n}\n\n.inference-text p {\n  margin-top: 0rem;\n}\n\n\n/* Model page */\n.model-page-card {\n  padding: 1.5rem;\n  border-radius: 0.25rem;\n  border: 1px solid var(--border);\n  background: var(--paper);\n  margin-bottom: 2.5rem;\n}\n\n.model-page-card-title {\n  display: flex;\n  flex-wrap: wrap;\n  gap: 1rem;\n  align-items: center;\n}\n\n.model-page-card-title\u003eh1 {\n  font-size: 1.5rem;\n  color: var(--text-primary);\n}\n\n.model-page-card-logo {\n  width: 2.125rem;\n  height: 2.125rem;\n  flex-shrink: 0;\n}\n\n.model-page-card-logo\u003eimg {\n  width: 100%;\n  height: 100%;\n  object-fit: contain;\n}\n\n.model-page-card-inference {\n  border-radius: 1rem;\n  border: 1px solid var(--border);\n  padding: 0.25rem 0.375rem 0.25rem 0.25rem;\n  display: flex;\n  align-items: center;\n  gap: 0.375rem;\n  font-size: 0.8125rem;\n}\n\n.model-page-card-stats {\n  display: flex;\n  gap: 1.5rem;\n  flex-wrap: wrap;\n  margin-top: 1rem;\n}\n\n.model-page-card-stats\u003ediv\u003espan {\n  font-size: 0.625rem;\n  color: var(--text-secondary);\n  letter-spacing: 0.2px;\n  font-weight: 500;\n}\n\n.model-page-card-stats\u003ediv\u003ep, .model-page-card-stats\u003ediv\u003espan[data-as=\"p\"] {\n  display: block;\n  font-size: 0.75rem;\n  color: var(--text-primary);\n  letter-spacing: 0.17px;\n}\n\n.model-page-card-stats\u003ediv.price {\n  margin-left: auto;\n}\n\n.model-page-card-stats\u003ediv.price\u003ep {\n  margin-left: auto;\n  font-weight: 600;\n}\n\n.model-page-tabs {\n  display: flex;\n  width: 100%;\n  border-bottom: 1px solid var(--border);\n  margin-bottom: 2rem;\n}\n\n.model-page-tabs\u003ebutton {\n  padding: 0.5625rem 1rem;\n  border-bottom: 1px solid transparent;\n  color: var(--secondary);\n  display: flex;\n  align-items: center;\n  gap: 0.375rem;\n  font-weight: 500;\n  letter-spacing: 0.4px;\n}\n\n.model-page-tabs\u003ebutton\u003esvg\u003epath {\n  fill: var(--secondary);\n}\n\n.model-page-tabs\u003ebutton.active {\n  border-bottom: 2px solid var(--brand-blue);\n  color: var(--brand-blue);\n}\n\n.model-page-tabs\u003ebutton.active\u003esvg\u003epath {\n  fill: var(--brand-blue);\n}\n\n.model-page-playground {\n  display: none;\n}\n\n.model-page-guides {\n  display: flex;\n  flex-direction: column;\n  gap: 3rem;\n}\n\n.model-page-content {\n  flex-shrink: 1;\n  width: auto;\n  max-width: 1050px;\n\n  @media (max-width: 1500px) {\n    max-width: 700px;\n  }\n}\n\n.model-page-content\u003e :first-child {\n  margin-top: 0;\n}\n\n.model-page-content pre {\n  white-space: pre-wrap;\n}\n\n.model-page-sidebar {\n  width: 100%;\n  flex-shrink: 1;\n}\n\n.model-page-sidebar .iframe-placeholder {\n  height: 800px;\n}\n\n/* removing inline padding for now */\n@media (min-width: 1280px) {\n  .model-search-container {\n    padding-inline: 0px;\n  }\n}\n\n.model-page-sidebar-readmore {\n  font-size: 0.875rem;\n  font-style: normal;\n  font-weight: 500;\n  line-height: 150%;\n  letter-spacing: 0.15px\n}\n\n.model-page-sidebar-readmore svg {\n  margin-bottom: 2px;\n}\n\n.model-search-container {\n  min-height: 2000px;\n\n  @media (max-width: 768px) {\n    min-height: 2000px;\n  }\n}\n\n#model-search-iframe {\n  min-height: 2000px;\n}\n\n@media (min-width: 1080px) {\n  .model-page-guides {\n    flex-direction: row;\n  }\n\n  .model-page-sidebar {\n    max-width: 20.6875rem;\n    flex-shrink: 0;\n  }\n\n}\n\n/* Hide scrollbar for Chrome/Safari */\n.featured-model-cards::-webkit-scrollbar {\n  display: none;\n}\n\n/* Show grabbing cursor while actively scrolling */\n.featured-model-cards:active {\n  cursor: grabbing;\n}\n\n/* Add minimum width for model card buttons */\n.featured-model-cards .example-card button,\n.featured-model-cards .model-card button {\n  min-width: 200px;\n  /* Ensures button doesn't shrink below this width */\n  width: 100%;\n  /* Allows button to grow with container */\n  max-width: 400px;\n  /* Prevents button from getting too wide */\n  margin: 0 auto;\n  /* Centers the button if container is wider */\n}\n\n@media (max-width: 576px) {\n  #pinecone-connect-widget {\n    scale: 0.95 !important;\n    transform-origin: top left;\n  }\n  .connect-widget-skeleton {\n    height: 180px;\n    margin-block: 30px;\n  }\n  \n  .skeleton-content {\n    height: 180px;\n  }\n}\n\n/* Target the iframe specifically */\n#pinecone-connect-widget iframe {\n  width: 100% !important;\n  max-width: 500px !important;\n}\n\n/* Media query for smaller screens */\n@media (max-width: 576px) {\n  #pinecone-connect-widget,\n  #pinecone-connect-widget \u003e div,\n  #pinecone-connect-widget iframe {\n    width: 100% !important;\n    min-width: 0 !important;\n    max-width: 100% !important;\n  }\n  \n  /* Also adjust parent container if needed */\n  div[style*=\"min-width\"] {\n    min-width: 0 !important;\n    width: 100% !important;\n  }\n}\n\n\n/* Style for the copy tooltip */\n.absolute.top-11.left-1\\/2.transform.-translate-x-1\\/2.-translate-y-1\\/2.peer-hover\\:opacity-100.opacity-0.text-black.rounded-lg.px-1\\.5.py-0\\.5.text-xs.bg-white,\ndiv[class*=\"absolute top-11 left-1/2 transform -translate-x-1/2 -translate-y-1/2\"][class*=\"text-black rounded-lg px-1.5 py-0.5 text-xs bg-white\"],\ndiv[aria-hidden=\"true\"][class*=\"absolute top-11 left-1/2 transform -translate-x-1/2 -translate-y-1/2\"][class*=\"opacity-0\"][class*=\"text-white rounded-lg px-1.5 py-0.5 text-xs\"] {\n  background-color: var(--brand-blue) !important;\n  color: white !important;\n}\n\n/* Also target the tooltip in the InlineCode component */\n.absolute.top-11.left-1\\/2.transform.-translate-x-1\\/2.-translate-y-1\\/2.hidden.group-hover\\:block.text-white.rounded-lg.px-1\\.5.py-0\\.5.text-xs {\n  background-color: var(--brand-blue) !important;\n  color: white !important;\n}\n\n/* Styles for when embedded in the Console. See console-iframe.js for more details. */\n.pinecone-console-embed {\n  /* Hide logo */\n  #navbar img {\n    display: none;\n  }\n\n  /* Hide top part of navbar */\n  #navbar .relative:first-of-type \u003e div:first-of-type {\n    height: 0 !important;\n  }\n\n  /* Hide navbar links */\n  #navbar nav {\n    display: none;\n  }\n\n  /* Hide dark mode toggle */\n  #navbar [aria-label=\"Toggle dark mode\"] {\n    display: none;\n  }\n\n  /* Move API version selector to the right edge */\n  #navbar button[aria-haspopup=\"menu\"] {\n    position: absolute;\n    top: 12px;\n    right: 0px;\n  }\n\n  /* Move content up to account for smaller navbar */\n  #content-container,\n  #sidebar {\n    margin-top: -4rem;\n  }\n\n  /* Hide mobile and desktop search button */\n  #search-bar-entry-mobile,\n  #search-bar-entry {\n    display: none;\n  }\n\n  /* Hide actions menu */\n  button[aria-label='More actions'] {\n    display: none;\n  }\n\n  /* Move header link action to the right edge */\n  h2 \u003e .absolute:first-of-type,\n  h3 \u003e .absolute:first-of-type,\n  h4 \u003e .absolute:first-of-type {\n    right: -12px;\n  }\n}\n\n/* Make specific buttons have non-rounded corners */\n#page-context-menu-button {\n  border-start-start-radius: 0.25rem !important;\n  border-end-start-radius: 0.25rem !important;\n}\n\n#page-context-menu button:last-child {\n  border-radius: 0 !important;\n  border-start-end-radius: 0.25rem !important;\n  border-end-end-radius: 0.25rem !important;\n}\n\n/*\n * Agent tool callout on quickstart page.\n * Visually distinguishes the portable search function\n * as a \"grab this and go\" artifact.\n */\n.agent-tool {\n  border-left: 4px solid var(--brand-blue, #002BFF);\n  padding: 1rem 1.25rem;\n  border-radius: 0.375rem;\n  background-color: #f0f4ff;\n  margin: 0.5rem 0 1rem 0;\n}\n\n.agent-tool \u003e p:first-child {\n  margin-top: 0;\n  font-size: 0.875rem;\n  letter-spacing: 0.025em;\n}\n\n.dark .agent-tool {\n  background-color: rgba(0, 43, 255, 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childList: true,\n  subtree: true,\n});\n\n// Insert skeleton loader immediately\nconst pineconeConnectWidget = document.getElementById(\n  \"pinecone-connect-widget\"\n);\nif (pineconeConnectWidget) {\n  pineconeConnectWidget.innerHTML = `\n    \u003cdiv class=\"connect-widget-skeleton\"\u003e\n      \u003cdiv class=\"skeleton-content\"\u003e\u003c/div\u003e\n    \u003c/div\u003e\n  `;\n}\n\nwindow.onload = function () { };\n\n\nconst pineconeConnectWidgetScript = document.createElement(\"script\");\ndocument.body.appendChild(pineconeConnectWidgetScript);\n\nfunction debounce(func, delay) {\n  let timerId;\n  return function (...args) {\n    clearTimeout(timerId);\n    timerId = setTimeout(() =\u003e {\n      func.apply(this, args);\n    }, delay);\n  };\n}\n\n// Find instances of {{YOUR_API_KEY}} in code blocks and replace them with a span\nconst prepareApiKeys = () =\u003e {\n  const codeElements = document.querySelectorAll(\n    \"code:not(.inline-flex.gap-2.items-center)\"\n  );\n\n  codeElements.forEach((el) =\u003e {\n    el.innerHTML = el.innerHTML.replace(\n      /{{YOUR_API_KEY}}/g,\n      `\u003cspan class=\"api-key\"\u003eYOUR_API_KEY\u003c/span\u003e`\n    );\n\n    // Handle cases where the curly braces are in a different span\n    const tokens = el.querySelectorAll(\"span span\");\n    const apiKeyTokens = Array.from(tokens).filter((token) =\u003e\n      token.innerHTML.includes(\"YOUR_API_KEY\")\n    );\n\n    apiKeyTokens.forEach((token) =\u003e {\n      if (\n        token.previousElementSibling \u0026\u0026\n        token.previousElementSibling.textContent === \"{{\" \u0026\u0026\n        token.nextElementSibling \u0026\u0026\n        token.nextElementSibling.textContent === \"}}\"\n      ) {\n        token.previousElementSibling.remove();\n        token.nextElementSibling.remove();\n        token.innerHTML = `\u003cspan class=\"api-key\"\u003eYOUR_API_KEY\u003c/span\u003e`;\n      }\n    });\n  });\n};\n\n// Set api keys inside codeblocks\nconst setApiKeys = () =\u003e {\n  prepareApiKeys();\n  const apiKey = sessionStorage.getItem(\"apiKey\");\n  const codeBlocks = document.querySelectorAll(\"div.mt-5.mb-8.not-prose\");\n\n  // Replace the copy function in each code block so that it works with the added API keys\n  codeBlocks.forEach((codeBlock) =\u003e {\n    const copyButton = codeBlock.querySelector(\n      'button[data-testid=\"copy-code-button\"]'\n    );\n    const clonedElement = copyButton.cloneNode(true);\n    copyButton.parentNode.replaceChild(clonedElement, copyButton);\n\n    clonedElement.addEventListener(\"click\", () =\u003e {\n      const codeElement = codeBlock.querySelector(\"code\");\n      navigator.clipboard.writeText(codeElement.textContent);\n\n      const statusElement = clonedElement.nextElementSibling;\n\n      statusElement.textContent = \"Copied!\";\n      clonedElement.innerHTML = `\u003csvg class=\"fill-primary-light\" width=\"16\" height=\"11\" viewBox=\"0 0 16 11\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"\u003e\u003cpath d=\"M14.7813 1.21873C15.0751 1.51248 15.0751 1.98748 14.7813 2.2781L6.53135 10.5312C6.2376 10.825 5.7626 10.825 5.47197 10.5312L1.21885 6.28123C0.925098 5.98748 0.925098 5.51248 1.21885 5.22185C1.5126 4.93123 1.9876 4.9281 2.27822 5.22185L5.99697 8.9406L13.7188 1.21873C14.0126 0.924976 14.4876 0.924976 14.7782 1.21873H14.7813Z\"\u003e\u003c/path\u003e\u003c/svg\u003e`;\n\n      setTimeout(() =\u003e {\n        statusElement.textContent = \"Copy\";\n        clonedElement.innerHTML = `\u003csvg width=\"18\" height=\"18\" viewBox=\"0 0 18 18\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"w-4 h-4 text-gray-400 group-hover/copy-button:text-gray-500 dark:text-white/40 dark:group-hover/copy-button:text-white/60\"\u003e\u003cpath d=\"M14.25 5.25H7.25C6.14543 5.25 5.25 6.14543 5.25 7.25V14.25C5.25 15.3546 6.14543 16.25 7.25 16.25H14.25C15.3546 16.25 16.25 15.3546 16.25 14.25V7.25C16.25 6.14543 15.3546 5.25 14.25 5.25Z\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\u003e\u003c/path\u003e\u003cpath d=\"M2.80103 11.998L1.77203 5.07397C1.61003 3.98097 2.36403 2.96397 3.45603 2.80197L10.38 1.77297C11.313 1.63397 12.19 2.16297 12.528 3.00097\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\u003e\u003c/path\u003e\u003c/svg\u003e`;\n      }, 2000);\n    });\n  });\n\n  if (apiKey) {\n    const apiKeys = document.querySelectorAll(\".api-key\");\n    apiKeys.forEach((el) =\u003e {\n      el.innerHTML = apiKey;\n      el.classList.add(\"set\");\n    });\n\n    // Add remove api key button\n    // Remove previous button to prevent duplicates\n    const removeButton = document.querySelector(\".remove-api-key\");\n    if (removeButton) {\n      removeButton.remove();\n    }\n\n    const widgetContainer = document.getElementById(\"pinecone-connect-widget\");\n\n    const div = document.createElement(\"div\");\n    div.classList.add(\"remove-api-key\");\n    const button = document.createElement(\"button\");\n    button.textContent = \"Remove API Key from guide\";\n    button.addEventListener(\"click\", () =\u003e {\n      sessionStorage.removeItem(\"apiKey\");\n      widgetContainer.innerHTML = \"\";\n      div.remove();\n      loadConnectWidget();\n\n      const setApiKeyElements = document.querySelectorAll(\".api-key.set\");\n      setApiKeyElements.forEach((el) =\u003e {\n        el.innerHTML = \"YOUR_API_KEY\";\n        el.classList.remove(\"set\");\n      });\n    });\n\n    div.appendChild(button);\n    widgetContainer.insertAdjacentElement(\"afterend\", div);\n  }\n};\n\nconst debouncedSetApiKeys = debounce(() =\u003e {\n  setApiKeys();\n}, 1000);\n\n// Function to re-set the API keys after codeblock language changes\nconst refreshApiKeys = () =\u003e {\n  try {\n    prepareApiKeys();\n    const apiKey = sessionStorage.getItem(\"apiKey\");\n    if (!apiKey) return;\n\n    const apiKeys = document.querySelectorAll(\".api-key:not(.set)\");\n    if (apiKeys.length \u003e 0) {\n      apiKeys.forEach((el) =\u003e {\n        el.innerHTML = apiKey;\n        el.classList.add(\"set\");\n      });\n    }\n  } catch (error) {\n    console.error(\"Error refreshing API keys:\", error);\n  }\n};\n\nconst debouncedRefreshApiKeys = debounce(() =\u003e {\n  refreshApiKeys();\n}, 1000);\n\nconst loadConnectWidget = () =\u003e {\n  const apiKey = sessionStorage.getItem(\"apiKey\");\n  const widgetContainer = document.getElementById(\"pinecone-connect-widget\");\n\n  if (!apiKey) {\n    import(\"https://connect.pinecone.io/embed.js\")\n      .then(() =\u003e {\n        try {\n          console.log(\"Trying to initialize connectToPinecone\");\n\n          // Clear the skeleton loader before initializing the widget\n          widgetContainer.innerHTML = \"\";\n\n          let integrationId = \"docs\"; // default\n          const currentPath = window.location.pathname;\n\n          if (currentPath === \"/guides/get-started/quickstart\") {\n            integrationId = \"db-quickstart\";\n          } else if (currentPath.startsWith(\"/guides/assistant/quickstart/\")) {\n            integrationId = \"assistant-quickstart\";\n          }\n\n          window.connectToPinecone(\n            (apiKey) =\u003e {\n              console.log(apiKey);\n              sessionStorage.setItem(\"apiKey\", apiKey);\n              setApiKeys();\n            },\n            {\n              integrationId,\n              container: widgetContainer,\n            }\n          );\n        } catch (error) {\n          console.error(\"Error initializing Pinecone widget:\", error);\n        }\n      })\n      .catch((error) =\u003e {\n        console.error(\"Error importing embed.js:\", error);\n      });\n  } else {\n    widgetContainer.innerHTML = `\n      \u003cdiv class=\"pinecone-connect-connected\"\u003e\n        \u003cimg src=\"https://www.pinecone.io/images/Pinecone-Logo-Black.png\" width=\"180\" height=\"auto\" alt=\"Pinecone\" style=\"object-fit: contain;\"\u003e\n        \u003cdiv style=\"font-size:14px\"\u003e\n          \u003cp\u003eYou're all set! An API key has been generated and provided to Pinecone Docs.\u003c/p\u003e\n          \u003cp\u003eYou can manage your API keys in the \u003ca href=\"https://app.pinecone.io\" target=\"_blank\"\u003ePinecone console\u003c/a\u003e.\u003c/p\u003e\n        \u003c/div\u003e\n      \u003c/div\u003e\n    `;\n  }\n};\n\nconst debouncedLoadConnectWidget = debounce(() =\u003e {\n  try {\n    loadConnectWidget();\n  } catch (error) {\n    console.error(\"Error loading connect widget:\", error);\n  }\n}, 1000);\n\nfunction addRelatedArticles(titles, links) {\n  const existing = document.querySelector(\"#related-articles\");\n  if (existing) return;\n\n  const sidebar = document.querySelector(\"#table-of-contents\");\n  const relatedArticles = document.createElement(\"div\");\n  relatedArticles.id = \"related-articles\";\n\n  const title = document.createElement(\"h2\");\n  title.textContent = \"Related Articles\";\n  relatedArticles.appendChild(title);\n\n  titles.forEach((title, index) =\u003e {\n    const relatedArticle = document.createElement(\"a\");\n    relatedArticle.href = links[index];\n    relatedArticle.textContent = title;\n    relatedArticle.insertAdjacentHTML(\n      \"beforeend\",\n      '\u003csvg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"\u003e\u003cg id=\"ChevronRightFilled\"\u003e\u003cpath id=\"Vector\" d=\"M9.70492 6L8.29492 7.41L12.8749 12L8.29492 16.59L9.70492 18L15.7049 12L9.70492 6Z\" fill=\"#1B17F5\"/\u003e\u003c/g\u003e\u003c/svg\u003e'\n    );\n    relatedArticles.appendChild(relatedArticle);\n  });\n\n  sidebar.appendChild(relatedArticles);\n}\n\nconst relatedArticles = {\n  airbyte: {\n    titles: [\n      \"Data Sync and Search: Pinecone and Airbyte\",\n      \"Introduction to Airbyte and the Pinecone connector\",\n      \"Postgres to Pinecone Syncing\",\n    ],\n    links: [\n      \"https://www.pinecone.io/learn/series/airbyte/\",\n      \"https://www.pinecone.io/learn/series/airbyte/airbyte-and-pinecone-intro/\",\n      \"https://www.pinecone.io/learn/series/airbyte/airbyte-postgres-to-pinecone/\",\n    ],\n  },\n\n  bedrock: {\n    titles: [\"Pinecone as a Knowledge Base for Amazon Bedrock\"],\n    links: [\"https://www.pinecone.io/blog/amazon-bedrock-integration/\"],\n  },\n\n  sagemaker: {\n    titles: [\n      \"Mitigate hallucinations through Retrieval Augmented Generation using Pinecone vector database \u0026 Llama-2 from Amazon SageMaker JumpStart\",\n    ],\n    links: [\n      \"https://aws.amazon.com/blogs/machine-learning/mitigate-hallucinations-through-retrieval-augmented-generation-using-pinecone-vector-database-llama-2-from-amazon-sagemaker-jumpstart/\",\n    ],\n  },\n\n  langchain: {\n    titles: [\"LangChain AI Handbook\"],\n    links: [\"https://www.pinecone.io/learn/series/langchain/\"],\n  },\n\n  openai: {\n    titles: [\n      \"Generative Question-Answering with Long-Term Memory\",\n      \"OpenAI's Text Embeddings v3\",\n    ],\n    links: [\n      \"https://www.pinecone.io/learn/openai-gen-qa/\",\n      \"https://www.pinecone.io/learn/openai-embeddings-v3/\",\n    ],\n  },\n\n  snowflake: {\n    titles: [\n      \"Snowpark Container Services: Securely Deploy and run Sophisticated Generative AI and full-stack apps in Snowflake\",\n    ],\n    links: [\n      \"https://www.snowflake.com/blog/snowpark-container-services-deploy-genai-full-stack-apps/\",\n    ],\n  },\n};\n\nlet isScrollListenerAdded = false;\nlet scrollListener = null;\n\n// Mutation observer to handle page changes\nconst observer = new MutationObserver(function (mutations) {\n  mutations.forEach(function (mutation) {\n    if (mutation.type === \"childList\") {\n      try {\n        // Pinecone connect widget\n        const pineconeConnectWidget = document.querySelector(\n          \"#pinecone-connect-widget\"\n        );\n        if (\n          pineconeConnectWidget \u0026\u0026\n          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\"\";\n        } else {\n          const sidebar = document.querySelector(\"#sidebar\");\n          if (sidebar) sidebar.style.display = \"none\";\n          const rightSidebar = document.querySelector(\"#content-side-layout\");\n          if (rightSidebar) rightSidebar.style.display = \"none\";\n          if (contentContainer) contentContainer.style.paddingLeft = \"0px\";\n          if (contentArea) contentArea.style.paddingLeft = \"0px\";\n          if (contentArea) contentArea.style.marginLeft = \"12px\";\n          const header = document.querySelector(\"#header\");\n          if (header) header.remove();\n          const tableOfContents = document.querySelector(\"#table-of-contents\");\n          if (tableOfContents) tableOfContents.remove();\n        }\n\n        //** References **/\n\n        // On /reference/api/database-limits, only show h2 headings in TOC (hide h3 and h4)\n        if (\n          path === \"reference\" \u0026\u0026\n          page === \"api\" \u0026\u0026\n          page2 === \"database-limits\"\n        ) {\n          document.querySelectorAll('li.toc-item[data-depth=\"1\"], li.toc-item[data-depth=\"2\"]').forEach((li) =\u003e {\n            li.style.display = \"none\";\n          });\n        }\n\n        // Hide toc items with class 'toc-item relevant' and data-depth=\"2\" on /guides/manage-cost/understanding-cost page\n        if (\n          path === \"guides\" \u0026\u0026\n          page === \"manage-cost\" \u0026\u0026\n          page2 === \"understanding-cost\"\n        ) {\n          document.querySelectorAll('li.toc-item[data-depth=\"2\"]').forEach((li) =\u003e {\n            li.style.display = \"none\";\n          });\n        }\n\n        //** Integrations **/\n\n        if (path === \"integrations\" \u0026\u0026 page === \"overview\") {\n          const toc = document.querySelector(\"#table-of-contents\");\n          if (toc) toc.style.display = \"none\";\n\n          const sidebar = document.querySelector(\"#content-side-layout\");\n          if (sidebar) sidebar.style.display = \"none\";\n        } else {\n          // Set sample apps side nav link to active for all sample apps\n          if (page === \"sample-apps\") {\n            const aElement = document.querySelector(\n              'a[href=\"/examples/sample-apps\"]'\n            );\n            if (aElement) {\n              aElement.className =\n                \"group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 rounded-lg focus:outline-primary dark:focus:outline-primary-light bg-primary/10 text-primary font-semibold dark:text-primary-light dark:bg-primary-light/10\";\n            }\n          } else if (page === \"notebooks\") {\n            const aElement = document.querySelector(\n              'li \u003e a[href=\"/examples/sample-apps\"]'\n            );\n            if (aElement) {\n              aElement.className =\n                \"group mt-2 lg:mt-0 flex items-center pr-3 py-1.5 rounded-lg focus:outline-primary dark:focus:outline-primary-light hover:bg-gray-600/5 dark:hover:bg-gray-200/5 text-gray-700 hover:text-gray-900 dark:text-gray-400 dark:hover:text-gray-300\";\n            }\n          }\n          if (path === \"integrations\" \u0026\u0026 page !== \"overview\") {\n            // Insert back button\n            const backButton = document.querySelector(\"#back-button\");\n            if (!backButton) {\n              const link = document.createElement(\"a\");\n              link.id = \"back-button\";\n              link.href = \"/integrations/overview\";\n              link.textContent = \"Back to Integrations\";\n              link.insertAdjacentHTML(\n                \"afterbegin\",\n                '\u003csvg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"17\" viewBox=\"0 0 16 17\" fill=\"none\"\u003e\u003cpath d=\"M10.4693 5.44L9.5293 4.5L5.5293 8.5L9.5293 12.5L10.4693 11.56L7.41596 8.5L10.4693 5.44Z\" fill=\"var(--brand-blue)\"/\u003e\u003c/svg\u003e'\n              );\n\n              const header = document.querySelector(\"#header\");\n              header.insertAdjacentElement(\"afterbegin\", link);\n            }\n\n            // Add related articles\n            switch (\n            page /* Hide related articles for now\n            case \"airbyte\":\n              addRelatedArticles(\n                relatedArticles.airbyte.titles,\n                relatedArticles.airbyte.links\n              );\n              break;\n              airbyte;\n            case \"amazon-bedrock\":\n              addRelatedArticles(\n                relatedArticles.bedrock.titles,\n                relatedArticles.bedrock.links\n              );\n              break;\n            case \"amazon-sagemaker\":\n              addRelatedArticles(\n                relatedArticles.sagemaker.titles,\n                relatedArticles.sagemaker.links\n              );\n              break;\n            case \"langchain\":\n              addRelatedArticles(\n                relatedArticles.langchain.titles,\n                relatedArticles.langchain.links\n              );\n              break;\n            case \"openai\":\n              addRelatedArticles(\n                relatedArticles.openai.titles,\n                relatedArticles.openai.links\n              );\n              break;\n            case \"snowflake\":\n              addRelatedArticles(relatedArticles.snowflake.titles, relatedArticles.snowflake.links)\n              break; */\n            ) {\n              default:\n                break;\n            }\n          }\n\n          // Sample apps\n          if (page === \"sample-apps\" \u0026\u0026 !!page2) {\n            const header = document.querySelector(\"#header\");\n            if (header) header.style.display = \"none\";\n\n            const toc = document.querySelector(\"#table-of-contents\");\n            if (toc) toc.style.display = \"none\";\n\n            const contentArea = document.querySelector(\n              \"#content-area \u003e div.mt-8\"\n            );\n            contentArea.style.marginTop = \"0\";\n\n            // Create toc\n            document.querySelectorAll(\".sample-app-split\").forEach((div) =\u003e {\n              const toc = div.querySelector(\".toc\");\n              const content = div.querySelector(\".content\");\n              const existing = div.querySelector(\".toc-list\");\n\n              if (toc \u0026\u0026 content \u0026\u0026 !existing) {\n                const tocList = document.createElement(\"div\");\n                tocList.className = \"toc-list\";\n\n                const headers = content.querySelectorAll(\n                  \"h2, h3, .connect-with-pinecone\"\n                );\n\n                headers.forEach((header) =\u003e {\n                  // If connect btn, clone it and append\n                  if (header.classList.contains(\"connect-with-pinecone\")) {\n                    const cloned = header.cloneNode(true);\n                    tocList.appendChild(cloned);\n                    return;\n                  }\n                  // Slugify heading text and create id\n                  const slugify = (text) =\u003e\n                    text\n                      .toLowerCase()\n                      .replace(/[^a-z0-9]+/g, \"-\")\n                      .replace(/^-|-$/g, \"\");\n                  const id = slugify(header.textContent);\n                  header.id = id; // Set ID on the header using the slugified text\n\n                  // Create an anchor link and append it to the TOC\n                  const anchor = document.createElement(\"a\");\n                  anchor.href = `#${id}`;\n                  anchor.textContent = header.textContent;\n                  anchor.className = header.tagName === \"H2\" ? \"bold\" : \"\";\n\n                  tocList.appendChild(anchor);\n                });\n\n                toc.appendChild(tocList);\n\n                const initialTopOffset =\n                  tocList.getBoundingClientRect().top + window.scrollY - 148;\n                const stickySidebar = () =\u003e {\n                  if (window.innerWidth \u003e 1280) {\n                    if (window.scrollY \u003e= initialTopOffset) {\n                      tocList.style.position = \"fixed\";\n                      tocList.style.top = \"148px\";\n                    } else {\n                      tocList.style.position = \"relative\";\n                      tocList.style.top = \"\";\n                    }\n                  } else {\n                    tocList.style.position = \"relative\";\n                    tocList.style.top = \"\";\n                  }\n                };\n\n                stickySidebar();\n                window.addEventListener(\"scroll\", stickySidebar);\n                window.addEventListener(\"resize\", stickySidebar);\n              }\n            });\n          }\n\n          // Notebooks\n        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}`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`         }`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`      }'`})}),`\n`]})})}),`\n`,_jsx(Heading,{level:`2`,id:`troubleshooting`,children:`Troubleshooting`}),`\n`,_jsx(AccordionGroup,{children:_jsxs(Accordion,{title:`Initialization errors due to outdated SDKs`,id:`initialization-errors-due-to-outdated-sdks`,children:[_jsxs(_components.p,{children:[`Older versions of Pinecone required you to initialize a client with an `,_jsx(_components.code,{children:`init`}),` method that takes both `,_jsx(_components.code,{children:`api_key`}),` and `,_jsx(_components.code,{children:`environment`}),` parameters, for 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'@pinecone-database/pinecone'`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`;`})]}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`const`}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#4FC1FF`},children:` pineconeClient`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:` =`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:` new`}),_jsx(_components.span,{style:{color:`#8250DF`,\"--shiki-dark\":`#DCDCAA`},children:` PineconeClient`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`();`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#C586C0`},children:`await`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#9CDCFE`},children:` pineconeClient`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`.`}),_jsx(_components.span,{style:{color:`#8250DF`,\"--shiki-dark\":`#DCDCAA`},children:`init`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`({`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#9CDCFE`},children:`    apiKey:`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` 'PINECONE_API_KEY'`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#9CDCFE`},children:`    environment:`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` 'PINECONE_ENVIRONMENT'`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`});`})}),`\n`]})})})]}),_jsxs(_components.p,{children:[`In more recent versions of Pinecone, this has changed. Initialization no longer requires an `,_jsx(_components.code,{children:`init`}),` step, and cloud environment is defined for each index rather than an entire project. Client initialization now only requires an `,_jsx(_components.code,{children:`api_key`}),` parameter, for example:`]}),_jsxs(CodeGroup,{children:[_jsx(CodeBlock,{filename:`Python`,numberOfLines:`4`,language:`python`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`python`,children:_jsxs(_components.code,{language:`python`,numberOfLines:`4`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`# New initialization`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#C586C0`},children:`from`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` pinecone `}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#C586C0`},children:`import`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` Pinecone`})]}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`pc `}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` Pinecone(`}),_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#9CDCFE`},children:`api_key`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:`=`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"YOUR_API_KEY\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`)`})]}),`\n`]})})}),_jsx(CodeBlock,{filename:`JavaScript`,numberOfLines:`6`,language:`javascript`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`javascript`,children:_jsxs(_components.code,{language:`javascript`,numberOfLines:`6`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// New 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'@pinecone-database/pinecone'`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`;`})]}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:`const`}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#4FC1FF`},children:` pc`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#D4D4D4`},children:` =`}),_jsx(_components.span,{style:{color:`#CF222E`,\"--shiki-dark\":`#569CD6`},children:` new`}),_jsx(_components.span,{style:{color:`#8250DF`,\"--shiki-dark\":`#DCDCAA`},children:` Pinecone`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`({`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#9CDCFE`},children:`    apiKey:`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:` 'YOUR_API_KEY'`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` `})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`});`})}),`\n`]})})})]}),_jsxs(_components.p,{children:[`If you are receiving errors about initialization, upgrade your `,_jsx(_components.a,{href:`/reference/pinecone-sdks`,children:`Pinecone SDK`}),` to the latest version, for example:`]}),_jsxs(CodeGroup,{children:[_jsx(CodeBlock,{filename:`Python`,numberOfLines:`2`,language:`shellscript`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default 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In such cases, follow the example above and the examples throughout the Pinecone documentation instead.`})]})})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{default:MDXContent};function _missingMdxReference(id,component){throw new Error(`Expected `+(component?`component`:`object`)+\" `\"+id+\"` to be defined: you likely forgot to import, pass, or provide it.\")}"])</script><script>self.__next_f.push([1,"50:[\"$\",\"$L58\",null,{\"slug\":\"reference/api/authentication\",\"pageMetadata\":\"$44:props:pageMetadata\",\"theme\":\"mint\",\"children\":[\"$\",\"$L59\",null,{\"mdxSource\":{\"compiledSource\":\"$5a\",\"frontmatter\":{},\"scope\":{\"config\":{},\"pageMetadata\":{\"title\":\"Authentication\",\"description\":null,\"href\":\"/reference/api/authentication\",\"hidden\":false}}},\"mdxSourceWithNoJs\":\"$undefined\",\"displayDomain\":\"docs.pinecone.io\"}]}]\n"])</script></body></html>