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group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" aria-hidden="true"></span></span></button></div></div></header><div data-docs-layout="true" class="flex-1"><!--$--><!--/$--><div class="flex min-h-screen pt-[calc(3.5rem+var(--docs-preview-bar-offset,0px))]"><aside class="lg:flex hidden w-66 fixed top-[calc(3.5rem+var(--docs-preview-bar-offset,0px))] flex-none flex-col border-r" style="bottom:var(--devbar-h, 0);z-index:20"><div class="px-md py-sm"><button type="button" aria-haspopup="dialog" aria-keyshortcuts="Control+k" aria-label="Search documentation" class="flex h-control w-full items-center gap-sm rounded bg-fill-field ps-sm pe-[calc((var(--cds-h-control)-var(--cds-h-control-nested))/2)] font-sans text-body text-muted shadow-field-ring outline-none transition duration-fast focus-visible:shadow-focus [&amp;:hover:not(:focus-visible)]:shadow-field-hover focus-visible:outline-hidden"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span><span class="min-w-0 flex-1 truncate text-start">Search</span><span data-cds="Shortcut" data-variant="keycap" class="inline-flex shrink-0 items-center gap-[2px] text-caption pointer-coarse:hidden"><kbd class="inline-flex shrink-0 items-center justify-center h-[calc(1em+6px)] rounded-[var(--cds-keycap-radius,4px)] [color:var(--cds-shortcut-cap-ink)] bg-[color:var(--cds-shortcut-cap-fill)] border border-[color:var(--cds-shortcut-cap-line)] font-inherit [line-height:1] min-w-[calc(1em+6px)] px-[3px]">Ctrl</kbd><kbd class="inline-flex shrink-0 items-center justify-center h-[calc(1em+6px)] rounded-[var(--cds-keycap-radius,4px)] [color:var(--cds-shortcut-cap-ink)] bg-[color:var(--cds-shortcut-cap-fill)] border border-[color:var(--cds-shortcut-cap-line)] font-inherit [line-height:1] w-[calc(1em+6px)] px-0">K</kbd></span></button></div><label class="flex items-center justify-between gap-xs border-b px-lg py-sm text-footnote text-secondary select-none cursor-interactive"><span class="flex items-center gap-xs"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:12px;font-weight:577.8" aria-hidden="true"></span>Include beta APIs</span><span tabindex="-1" class="inline-flex" id="_R_69d5tpfibrad4plb_" data-trigger-disabled=""><span data-checked="" role="switch" tabindex="0" id="base-ui-_R_1nu9d5tpfibrad4plb_" aria-checked="true" data-cds="Switch" data-size="xs" class="cds-reset relative inline-flex shrink-0 rounded-full border-0 outline-none focus-visible:outline-hidden bg-[var(--cds-switch-track)] hover:bg-[var(--cds-switch-track-hover)] data-[checked]:bg-fill-accent data-[checked]:hover:bg-fill-accent-hover data-[disabled]:opacity-disabled data-[disabled]:hover:bg-[var(--cds-switch-track)] data-[checked]:data-[disabled]:hover:bg-fill-accent focus-visible:shadow-focus h-[var(--cds-switch-h)] w-[calc(var(--cds-switch-h,20px)*1.8)] p-[2px]"><span data-checked="" class="block rounded-full bg-[var(--cds-switch-knob)] shadow-sm transition-transform duration-snap ease-overshoot motion-reduce:transition-none size-[calc(var(--cds-switch-h,20px)-4px)] data-[checked]:translate-x-[calc(var(--cds-switch-h,20px)*0.8)]"></span></span><input id="base-ui-_R_1nu9d5tpfibrad4plbH1_" style="clip-path:inset(50%);overflow:hidden;white-space:nowrap;border:0;padding:0;width:1px;height:1px;margin:-1px;position:fixed;top:0;left:0" tabindex="-1" type="checkbox" aria-hidden="true" checked=""/><span id="_R_29d5tpfibrad4plb_" hidden="" data-cds-disabled-reason=""></span></span></label><div class="flex-1 overflow-y-auto border-t pt-md pb-lg border-transparent"><div class="-my-pad-sm flex flex-col divide-y px-sm *:py-sm"><div class="flex flex-col gap-1"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus font-medium text-primary">Using the API</div><a class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover" href="/docs/en/api/overview"><span class="h-full flex items-center min-w-0" id="_R_4mmdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Features overview</span></span></a><a class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover" href="/docs/en/api/beta-headers"><span class="h-full flex items-center min-w-0" id="_R_56mdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Beta headers</span></span></a><a class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus bg-fill-ghost-selected text-primary data-[selected]:hover:bg-fill-ghost-selected" data-selected="true" href="/docs/en/api/errors"><span class="h-full flex items-center min-w-0" id="_R_5mmdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Errors</span></span></a></div><div class="flex flex-col gap-1"><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/messages"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus font-medium text-primary hover:bg-fill-ghost-hover">Messages</div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/messages/create"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="POST" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-blue text-accent"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_igqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Create a Message</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/messages/count_tokens"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="POST" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-blue text-accent"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_kgqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Count tokens in a Message</span></span></div></a><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Batches</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div></div><div class="flex flex-col gap-1"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus font-medium text-primary">Managed Agents<span class="inline-flex" id="_R_29add5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="text-secondary" role="img" aria-label="Beta only"></span></span></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Agents</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Environments</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Sessions</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Deployments</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Deployment Runs</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Vaults</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Memory Stores</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Dreams</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div></div><div class="flex flex-col gap-1"><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/files"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus font-medium text-primary hover:bg-fill-ghost-hover">Files</div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/files/upload"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="POST" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-blue text-accent"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_12hqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Upload File</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/files/list"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="GET" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-green text-tint-green"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_14hqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">List Files</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/files/download"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="GET" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-green text-tint-green"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_16hqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Download File</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/files/retrieve_metadata"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="GET" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-green text-tint-green"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_18hqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Get File Metadata</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/files/delete"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="DELETE" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-red text-danger"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_1ahqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Delete File</span></span></div></a></div><div class="flex flex-col gap-1"><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/models"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus font-medium text-primary hover:bg-fill-ghost-hover">Models</div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/models/list"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="GET" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-green text-tint-green"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_iiadd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">List Models</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/models/retrieve"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="GET" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-green text-tint-green"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_kiadd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Get a Model</span></span></div></a></div><div class="flex flex-col gap-1"><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/skills"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus font-medium text-primary hover:bg-fill-ghost-hover">Skills</div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/skills/create"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="POST" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-blue text-accent"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_12iqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Create Skill</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/skills/list"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="GET" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-green text-tint-green"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_14iqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">List Skills</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/skills/retrieve"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="GET" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-green text-tint-green"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_16iqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Get Skill</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/skills/delete"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="DELETE" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-red text-danger"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_18iqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Delete Skill</span></span></div></a><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Versions</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div></div><div class="flex flex-col gap-1"><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/organization"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus font-medium text-primary hover:bg-fill-ghost-hover">Organization<span class="inline-flex" id="_R_4badd5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="text-secondary" role="img" aria-label="Beta only"></span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/organization/retrieve"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="GET" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-green text-tint-green"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_ajadd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Get Current Organization</span></span></div></a><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">API Keys</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">External Keys</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Federation</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Invites</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Service Accounts</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Users</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Workspaces</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Rate Limits</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Compliance Settings</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div></div><div class="flex flex-col gap-1"><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/tunnels"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus font-medium text-primary hover:bg-fill-ghost-hover">Tunnels<span class="inline-flex" id="_R_4bqdd5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="text-secondary" role="img" aria-label="Beta only"></span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/tunnels/create"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="POST" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-blue text-accent"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_12jqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Create Tunnel</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/tunnels/retrieve"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="GET" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-green text-tint-green"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_14jqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Get Tunnel</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/tunnels/list"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="GET" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-green text-tint-green"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_16jqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">List Tunnels</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/tunnels/archive"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="POST" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-blue text-accent"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_18jqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Archive Tunnel</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/tunnels/reveal_token"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="POST" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-blue text-accent"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_1ajqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Reveal Tunnel Token</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/tunnels/rotate_token"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="POST" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-blue text-accent"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_1cjqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Rotate Tunnel Token</span></span></div></a><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Certificates</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div></div><div class="flex flex-col gap-1"><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/user_profiles"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus font-medium text-primary hover:bg-fill-ghost-hover">User Profiles<span class="inline-flex" id="_R_4cadd5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="text-secondary" role="img" aria-label="Beta only"></span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/user_profiles/create"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="POST" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-blue text-accent"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_12kadd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Create User Profile</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/user_profiles/list"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="GET" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-green text-tint-green"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_14kadd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">List User Profiles</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/user_profiles/retrieve"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="GET" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-green text-tint-green"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_16kadd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Get User Profile</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/user_profiles/update"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="POST" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-blue text-accent"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_18kadd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Update User Profile</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/user_profiles/create_enrollment_url"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="POST" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-blue text-accent"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_1akadd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Create Enrollment URL</span></span></div></a></div><div class="flex flex-col gap-1"><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/webhooks"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus font-medium text-primary hover:bg-fill-ghost-hover">Webhooks<span class="inline-flex" id="_R_4cqdd5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="text-secondary" role="img" aria-label="Beta only"></span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/webhooks/unwrap"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover"><span class="h-full flex items-center min-w-0" id="_R_ikqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Unwrap</span></span></div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/beta/webhooks/parse_unverified"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover"><span class="h-full flex items-center min-w-0" id="_R_kkqdd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Parse Unverified</span></span></div></a></div><div class="flex flex-col gap-1"><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/admin"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus font-medium text-primary hover:bg-fill-ghost-hover">Admin</div></a><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Organizations</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Invites</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Users</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">RBAC Groups</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">RBAC Roles</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Workspaces</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">API Keys</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">External Keys</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Usage Report</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Cost Report</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Analytics</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Spend Limits</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Rate Limits</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Service Accounts</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Federation Issuers</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Federation Rules</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">MCP Tunnels</span><span class="inline-flex" id="_R_1735add5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="text-secondary" role="img" aria-label="Beta only"></span></span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div></div><div class="flex flex-col gap-1"><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/compliance"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus font-medium text-primary hover:bg-fill-ghost-hover">Compliance API</div></a><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Activities</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Organizations</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Groups</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Apps</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div><div data-closed="" data-cds="Collapsible" class="group/exp w-full flex flex-col gap-1"><button type="button" class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover w-full text-left select-none" tabindex="0" aria-disabled="false" aria-expanded="false"><span class="min-w-0 truncate">Code</span><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="ml-auto shrink-0 transition-transform duration-base ease-out group-data-[panel-open]/exp:rotate-90" aria-hidden="true"></span></button></div></div><div class="flex flex-col gap-1"><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/completions"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus font-medium text-primary hover:bg-fill-ghost-hover">Completions</div></a><a class="block rounded outline-none focus-visible:outline-hidden focus-visible:shadow-focus" href="/docs/en/api/http/completions/create"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover ps-xs"><span data-cds="Badge" role="img" data-size="sm" aria-label="POST" class="inline-flex items-center gap-1 align-middle h-control-nested whitespace-nowrap rounded-chip aspect-square w-control-nested justify-center px-0 font-sans text-caption font-medium leading-tight shrink-0 bg-tint-blue text-accent"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="shrink-0" aria-hidden="true"></span></span><span class="h-full flex items-center min-w-0" id="_R_amadd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Create a Text Completion</span></span></div></a></div><div class="flex flex-col gap-1"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus font-medium text-primary">Support &amp; configuration</div><a class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover" href="/docs/en/api/rate-limits"><span class="h-full flex items-center min-w-0" id="_R_hcudd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Rate limits</span></span></a><a class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover" href="/docs/en/api/service-tiers"><span class="h-full flex items-center min-w-0" id="_R_icudd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Service tiers</span></span></a><a class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover" href="/docs/en/api/claude-platform-on-aws-iam-actions"><span class="h-full flex items-center min-w-0" id="_R_jcudd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">IAM actions (Claude Platform on AWS)</span></span></a><a class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover" href="/docs/en/api/versioning"><span class="h-full flex items-center min-w-0" id="_R_kcudd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Versions</span></span></a><a class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover" href="/docs/en/api/ip-addresses"><span class="h-full flex items-center min-w-0" id="_R_lcudd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">IP addresses</span></span></a><a class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover" href="/docs/en/api/supported-regions"><span class="h-full flex items-center min-w-0" id="_R_mcudd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Supported regions</span></span></a></div><div class="flex flex-col gap-1"><div class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus font-medium text-primary">Claude Code</div><a class="flex h-control min-w-0 items-center gap-xs rounded px-sm text-body outline-none focus-visible:outline-hidden focus-visible:shadow-focus text-secondary hover:bg-fill-ghost-hover" href="/docs/en/api/claude-code/routines-fire"><span class="h-full flex items-center min-w-0" id="_R_5dedd5tpfibrad4plb_" data-trigger-disabled=""><span class="truncate py-1">Trigger a routine</span></span></a></div></div></div><div class="flex-none border-t min-[72rem]:hidden"><div class="relative flex flex-col gap-1 p-md"><a class="group flex h-9 items-center gap-3 rounded border-y border-transparent bg-clip-padding px-2 aria-[current=page]:bg-fill-ghost-selected [&amp;:not([aria-current=page])]:hover:bg-fill-ghost-hover text-secondary aria-[current=page]:text-primary relative before:absolute before:inset-x-0 before:-inset-y-0.5 before:content-[&#x27;&#x27;]" data-testid="docs-nav-console-full" href="/"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" class="shrink-0" aria-hidden="true"></span><div class="min-w-0 truncate text-body">Console</div></a></div></div></aside><div class="flex flex-col w-full min-w-0 lg:pl-66"><main id="docs-scroll-container" class="flex-1 bg-surface-1"><div class="px-md pt-md empty:hidden"></div><div class="w-full min-h-[calc(100vh-3.5rem)]"><script type="application/ld+json">{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"API reference","item":"https://platform.claude.com/docs/en/api/overview"},{"@type":"ListItem","position":2,"name":"Claude API errors","item":"https://platform.claude.com/docs/en/api/errors"}]}</script><div class="w-full relative max-w-screen-2xl flex justify-center lg:justify-between mx-auto shrink"><div class="hidden min-[91.875rem]:block"></div><article id="content-container" class="mx-auto w-full min-w-0 max-w-5xl px-6 py-8 lg:max-w-4xl lg:p-8"><div data-cds="Prose" data-prose-font="sans" data-prose-heading-font="serif" data-prose-spacing="lg" data-size="sm" class="prose docs-prose"><header class="mb-lg flex flex-col gap-sm"><div data-not-prose="true"><span class="inline-flex items-center gap-xs text-body text-muted"><a class="transition-colors duration-fast hover:text-primary" href="/docs/en/api/overview">API reference</a><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:12px;font-weight:577.8" aria-hidden="true"></span><span>Using the API</span></span></div><div class="flex items-center justify-between gap-md"><h1>Claude API errors</h1><div data-not-prose="true" class="mt-0 hidden shrink-0 lg:block"><div class="flex items-center gap-2"><div class="contents"><div data-cds="SplitDropdownButton" role="group" aria-label="Copy page" class="relative inline-flex w-fit shrink-0 items-stretch rounded shadow-field-drop after:pointer-events-none after:absolute after:inset-0 after:rounded-[inherit] after:[box-shadow:inset_0_0_0_1px_var(--cds-fill-secondary-ring)] group/split"><div data-cds-segment="" class="contents"><div class="contents"><button type="button" data-cds="Button" class="cds-reset group/btn relative isolate inline-flex items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus px-md rounded-r-none min-w-0 shrink"><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 "><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-fill-secondary group-hover/btn:bg-fill-secondary-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-secondary-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" class="-ms-1" aria-hidden="true"></span>Copy page</span></button></div></div><span aria-hidden="true" class="relative w-px shrink-0 self-stretch bg-fill-secondary [[data-cds-segment]:hover+&amp;&gt;span]:opacity-0 [&amp;:has(+[data-cds-segment]:hover)&gt;span]:opacity-0 [[data-cds-segment]:has([aria-haspopup][aria-expanded=true])+&amp;&gt;span]:opacity-0 [&amp;:has(+[data-cds-segment]_[aria-haspopup][aria-expanded=true])&gt;span]:opacity-0 [[data-cds-segment]:has([aria-pressed=true])+&amp;&gt;span]:opacity-0 [&amp;:has(+[data-cds-segment]_[aria-pressed=true])&gt;span]:opacity-0"><span class="absolute inset-x-0 inset-y-[4px] bg-border"></span></span><div data-cds-segment="" class="contents"><button type="button" data-cds="Button" data-cds-icon-only="" class="cds-reset group/btn relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 rounded-l-none" style="aspect-ratio:auto;padding-inline:4px;min-width:0" aria-label="More options" tabindex="0" aria-haspopup="menu" id="base-ui-_R_6qd8maav5ul5tpfibrad4plb_"><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 "><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-fill-secondary group-hover/btn:bg-fill-secondary-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-secondary-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="text-muted" aria-hidden="true"></span></span></button></div></div></div><span role="status" class="sr-only"></span></div></div></div><div data-cds="ProseLead" class="prose-lead mt-0"><p>Understand the HTTP status codes, error response shape, and request IDs the Claude API returns, and handle errors with the SDKs&#x27; typed exceptions.</p></div></header><div data-not-prose="true" class="mt-0 mb-lg lg:hidden"><div class="flex items-center gap-2"><div class="contents"><div data-cds="SplitDropdownButton" role="group" aria-label="Copy page" class="relative inline-flex w-fit shrink-0 items-stretch rounded shadow-field-drop after:pointer-events-none after:absolute after:inset-0 after:rounded-[inherit] after:[box-shadow:inset_0_0_0_1px_var(--cds-fill-secondary-ring)] group/split"><div data-cds-segment="" class="contents"><div class="contents"><button type="button" data-cds="Button" class="cds-reset group/btn relative isolate inline-flex items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus px-md rounded-r-none min-w-0 shrink"><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 "><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-fill-secondary group-hover/btn:bg-fill-secondary-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-secondary-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" class="-ms-1" aria-hidden="true"></span>Copy page</span></button></div></div><span aria-hidden="true" class="relative w-px shrink-0 self-stretch bg-fill-secondary [[data-cds-segment]:hover+&amp;&gt;span]:opacity-0 [&amp;:has(+[data-cds-segment]:hover)&gt;span]:opacity-0 [[data-cds-segment]:has([aria-haspopup][aria-expanded=true])+&amp;&gt;span]:opacity-0 [&amp;:has(+[data-cds-segment]_[aria-haspopup][aria-expanded=true])&gt;span]:opacity-0 [[data-cds-segment]:has([aria-pressed=true])+&amp;&gt;span]:opacity-0 [&amp;:has(+[data-cds-segment]_[aria-pressed=true])&gt;span]:opacity-0"><span class="absolute inset-x-0 inset-y-[4px] bg-border"></span></span><div data-cds-segment="" class="contents"><button type="button" data-cds="Button" data-cds-icon-only="" class="cds-reset group/btn relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 rounded-l-none" style="aspect-ratio:auto;padding-inline:4px;min-width:0" aria-label="More options" tabindex="0" aria-haspopup="menu" id="base-ui-_R_dkp6aav5ul5tpfibrad4plb_"><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 "><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-fill-secondary group-hover/btn:bg-fill-secondary-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-secondary-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" class="text-muted" aria-hidden="true"></span></span></button></div></div></div><span role="status" class="sr-only"></span></div></div><h2 id="http-errors" class="group">HTTP errors<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_2076aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h2>
<p>The API follows a predictable HTTP error code format:</p>
<ul>
<li>
<p>400 - <code>invalid_request_error</code>: There was an issue with the format or content of your request. This error type may also be used for other 4XX status codes not listed in this section. The API also returns a 400 when usage reaches an organization or workspace <a href="/docs/en/api/rate-limits#setting-your-own-spend-limit">spend limit you set</a>, except limits on the <a href="/docs/en/manage-claude/workspaces#claude-code-workspace">Claude Code workspace</a>, which can return a 429 instead.</p>
</li>
<li>
<p>401 - <code>authentication_error</code>: There&#x27;s an issue with your API key (for example, it&#x27;s malformed, revoked, or expired; see <a href="/docs/en/manage-claude/authentication#key-expiration">Key expiration</a>). On Claude Platform on AWS, this can also indicate a problem with your AWS credentials or SigV4 signature.</p>
</li>
<li>
<p>402 - <code>billing_error</code>: There&#x27;s an issue with your billing or payment information. Check your payment details in the <a href="https://platform.claude.com" target="_blank" rel="noopener noreferrer">Claude Console</a>, or in AWS Marketplace if you&#x27;re using Claude Platform on AWS.</p>
</li>
<li>
<p>403 - <code>permission_error</code>: Your API key does not have permission to use the specified resource. Check your organization&#x27;s access and workspace settings in the <a href="https://platform.claude.com" target="_blank" rel="noopener noreferrer">Claude Console</a>.</p>
</li>
<li>
<p>404 - <code>not_found_error</code>: The requested resource was not found. Check the endpoint path and any resource IDs in the request URL.</p>
</li>
<li>
<p>409 - <code>conflict_error</code>: The request conflicts with the current state of a resource. For example, the resource was modified concurrently, or a value that must be unique is already in use. Resolve the conflict, then retry the request.</p>
</li>
<li>
<p>413 - <code>request_too_large</code>: Request exceeds the maximum allowed number of bytes. See <a href="#request-size-limits">Request size limits</a> for per-endpoint maximums.</p>
</li>
<li>
<p>429 - <code>rate_limit_error</code>: Your organization has hit a <a href="/docs/en/api/rate-limits">rate limit</a>, reached its usage tier&#x27;s monthly spend cap, or reached a spend limit on the Claude Code workspace. A tier spend-cap 429 has no <code>retry-after</code> header and keeps failing until access resumes; see <a href="/docs/en/api/rate-limits#reaching-your-spend-cap">Reaching your spend cap</a> for how to recognize it.</p>
</li>
<li>
<p>500 - <code>api_error</code>: An unexpected error has occurred internal to Anthropic&#x27;s systems. Retry the request with exponential backoff; if the error persists, contact support with the <a href="#request-id">request ID</a>.</p>
</li>
<li>
<p>504 - <code>timeout_error</code>: The request timed out while processing. Consider using the <a href="/docs/en/build-with-claude/streaming">streaming Messages API</a> for long-running requests. See <a href="#long-requests">Long requests</a> for more options.</p>
</li>
<li>
<p>529 - <code>overloaded_error</code>: The API is temporarily overloaded.</p>
<aside data-cds="Aside" data-icon-layout="first-line" role="note" class="flex items-start gap-xs rounded-card px-lg py-md font-sans text-body bg-warning text-warning shadow-ring-warning prose-block [.prose_&amp;]:text-prose"><span class="flex min-h-[1lh] shrink-0 items-center"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" aria-hidden="true"></span></span><div class="min-w-0 flex-1"><p>529 errors can occur when the API experiences high traffic across all users.</p><p>In rare cases, if your organization has a sharp increase in usage, you might see 429 errors because of acceleration limits on the API. To avoid hitting acceleration limits, ramp up your traffic gradually and maintain consistent usage patterns.</p></div></aside>
</li>
</ul>
<p>The official SDKs automatically retry transient failures (such as connection errors, rate limits, and 5xx server errors) with exponential backoff, twice by default, honoring the <code>retry-after</code> header when present. Each SDK client accepts a maximum-retries option to configure or disable this behavior.</p>
<p>When receiving a <a href="/docs/en/build-with-claude/streaming">streaming</a> response over server-sent events (SSE), an error can occur after the API returns a 200 response. In that case, error handling doesn&#x27;t follow these standard mechanisms. See <a href="/docs/en/build-with-claude/streaming#error-events">Error events</a> for the shape of mid-stream errors.</p>
<h2 id="request-size-limits" class="group">Request size limits<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_21f6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h2>
<p>The API enforces request size limits:</p>
<div class="prose-scroll"><table><thead><tr><th style="text-align:left">Endpoint type</th><th style="text-align:left">Maximum request size</th></tr></thead><tbody><tr><td style="text-align:left" class="whitespace-nowrap [&amp;_code]:whitespace-nowrap">Messages API</td><td style="text-align:left" class="whitespace-nowrap [&amp;_code]:whitespace-nowrap">32 MB</td></tr><tr><td style="text-align:left" class="whitespace-nowrap [&amp;_code]:whitespace-nowrap">Token Counting API</td><td style="text-align:left" class="whitespace-nowrap [&amp;_code]:whitespace-nowrap">32 MB</td></tr><tr><td style="text-align:left" class="whitespace-nowrap [&amp;_code]:whitespace-nowrap"><a href="/docs/en/build-with-claude/batch-processing">Batch API</a></td><td style="text-align:left" class="whitespace-nowrap [&amp;_code]:whitespace-nowrap">256 MB</td></tr><tr><td style="text-align:left" class="whitespace-nowrap [&amp;_code]:whitespace-nowrap"><a href="/docs/en/build-with-claude/files">Files API</a></td><td style="text-align:left" class="whitespace-nowrap [&amp;_code]:whitespace-nowrap">500 MB</td></tr></tbody></table></div>
<p>If you exceed these limits, you&#x27;ll receive a 413 <code>request_too_large</code> error. On the direct Claude API, Cloudflare returns this error before the request reaches the API servers.</p>
<h2 id="error-shapes" class="group">Error shapes<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_22f6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h2>
<p>The API always returns errors as JSON, with a top-level <code>error</code> object that always includes a <code>type</code> and <code>message</code> value. The response also includes a <code>request_id</code> field for easier tracking and debugging. For example:</p>
<div data-not-prose="true" class="overflow-hidden rounded-card border bg-surface-2 group relative"><div class="flex items-center justify-between gap-2 border-b px-4 py-1"><div class="flex min-w-0 items-center gap-2 text-caption text-muted">JSON</div><div class="flex shrink-0 items-center gap-1"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="sm" class="cds-reset group/btn relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 text-muted" aria-label="Copy code" id="_R_3p2v6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" aria-hidden="true"></span></span></button><span role="status" class="sr-only"></span></div></div><div data-copy-scope="" class="code-block-scroll relative py-4 pl-4 text-code overflow-x-auto" tabindex="0"><div class="inline-block min-w-full pr-4" data-code-source="" translate="no"><pre class="shiki shiki-themes github-light-default dark-plus" style="--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent"><code><span class="line"><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">{</span></span>
<span class="line"><span style="--shiki-light:#116329;--shiki-dark:#9CDCFE">  "type"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">: </span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"error"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">,</span></span>
<span class="line"><span style="--shiki-light:#116329;--shiki-dark:#9CDCFE">  "error"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">: {</span></span>
<span class="line"><span style="--shiki-light:#116329;--shiki-dark:#9CDCFE">    "type"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">: </span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"not_found_error"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">,</span></span>
<span class="line"><span style="--shiki-light:#116329;--shiki-dark:#9CDCFE">    "message"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">: </span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"The requested resource could not be found."</span></span>
<span class="line"><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">  },</span></span>
<span class="line"><span style="--shiki-light:#116329;--shiki-dark:#9CDCFE">  "request_id"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">: </span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"req_011CSHoEeqs5C35K2UUqR7Fy"</span></span>
<span class="line"><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">}</span></span></code></pre></div></div></div>
<p>In accordance with the <a href="/docs/en/api/versioning">versioning</a> policy, the values within these objects may expand, and it is possible that the <code>type</code> values will grow over time.</p>
<h2 id="sdk-error-types" class="group">SDK error types<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_23f6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h2>
<p>The official SDKs raise typed exceptions for these errors instead of returning raw JSON, and the class names and namespaces differ by language. For example, a 404 surfaces as <code>anthropic.NotFoundError</code> in Python, <code>Anthropic::Errors::NotFoundError</code> in Ruby, <code>com.anthropic.errors.NotFoundException</code> in Java, and as a single <code>*anthropic.Error</code> value (branch on <code>StatusCode</code>) in Go. Catch the SDK&#x27;s typed classes rather than string-matching error messages, handling the most specific classes first. Each SDK page documents its full exception hierarchy:</p>
<ul>
<li><a href="/docs/en/cli-sdks-libraries/sdks/python#handling-errors">Python</a> · <a href="/docs/en/cli-sdks-libraries/sdks/typescript#handling-errors">TypeScript</a> · <a href="/docs/en/cli-sdks-libraries/sdks/csharp#error-handling">C#</a> · <a href="/docs/en/cli-sdks-libraries/sdks/go#error-handling">Go</a> · <a href="/docs/en/cli-sdks-libraries/sdks/java#error-handling">Java</a> · <a href="/docs/en/cli-sdks-libraries/sdks/php#error-handling">PHP</a> · <a href="/docs/en/cli-sdks-libraries/sdks/ruby#handling-errors">Ruby</a></li>
</ul>
<h2 id="request-id" class="group">Request ID<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_2476aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h2>
<p>Every API response includes a unique <code>request-id</code> header. This header contains a value such as <code>req_018EeWyXxfu5pfWkrYcMdjWG</code>. The same identifier appears as the <code>request_id</code> field in <a href="#error-shapes">error response bodies</a>. When contacting support about a specific request, include this ID to help quickly resolve your issue.</p>
<p>On <a href="/docs/en/build-with-claude/claude-platform-on-aws">Claude Platform on AWS</a>, responses include two request IDs: the AWS request ID (<code>x-amzn-requestid</code>, primary, indexed in CloudTrail) and the Anthropic request ID (<code>request-id</code>, secondary). Use the AWS request ID for CloudTrail lookups and the Anthropic request ID for Anthropic support tickets.</p>
<p>The Python and TypeScript SDKs expose the request ID as a <code>_request_id</code> property on top-level response objects. The C#, Go, Java, and PHP SDKs expose it through their raw-response accessors, and the Ruby SDK through <a href="/docs/en/cli-sdks-libraries/middleware">middleware</a>. The same mechanisms, along with <code>with_raw_response</code> in Python and <code>.withResponse()</code> in TypeScript, read any other <a href="/docs/en/api/overview#response-headers">response header</a> too, such as <code>anthropic-organization-id</code> and <a href="/docs/en/manage-claude/workspaces#identify-the-workspace-behind-an-api-response"><code>anthropic-workspace-id</code></a>. On Claude Platform on AWS, use the raw-response accessor to read the AWS request ID (<code>x-amzn-requestid</code>) as well:</p>
<div data-orientation="horizontal" data-activation-direction="none" data-cds="Tabs" data-not-prose="true" class="overflow-hidden rounded-card border bg-surface-2"><div class="flex items-center justify-between gap-2 border-b px-4 py-1"><div class="flex min-w-0 items-center gap-2 text-caption text-muted"><div class="-my-1 min-w-0 overflow-x-auto py-1 u-hidden-scrollbar scroll-fade-x"><div data-orientation="horizontal" data-activation-direction="none" role="tablist" aria-label="Code block tabs" data-size="sm" class="flex items-center font-sans w-max"><button type="button" data-orientation="horizontal" data-activation-direction="none" aria-disabled="false" tabindex="-1" role="tab" aria-selected="false" id="base-ui-_R_8l576aav5ul5tpfibrad4plb_" class="relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 rounded-none h-control px-md cds-reset whitespace-nowrap select-none outline-none focus-visible:outline-hidden bg-transparent text-body font-medium text-muted before:absolute before:inset-y-0 before:inset-x-px before:rounded before:-z-[1] before:transition-shadow before:duration-fast [&amp;:not([data-active]):not([data-disabled])]:hover:text-secondary [&amp;:not([data-active]):not([data-disabled])]:hover:before:bg-fill-ghost-hover data-[active]:text-primary data-[active]:before:bg-fill-ghost-hover focus-visible:before:shadow-focus data-[disabled]:opacity-disabled data-[disabled]:pointer-events-none">cURL</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_95576aav5ul5tpfibrad4plb_" class="relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 rounded-none h-control px-md cds-reset whitespace-nowrap select-none outline-none focus-visible:outline-hidden bg-transparent text-body font-medium text-muted before:absolute before:inset-y-0 before:inset-x-px before:rounded before:-z-[1] before:transition-shadow before:duration-fast [&amp;:not([data-active]):not([data-disabled])]:hover:text-secondary [&amp;:not([data-active]):not([data-disabled])]:hover:before:bg-fill-ghost-hover data-[active]:text-primary data-[active]:before:bg-fill-ghost-hover focus-visible:before:shadow-focus data-[disabled]:opacity-disabled data-[disabled]:pointer-events-none">CLI</button><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_9l576aav5ul5tpfibrad4plb_" data-composite-item-active="" class="relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 rounded-none h-control px-md cds-reset whitespace-nowrap select-none outline-none focus-visible:outline-hidden bg-transparent text-body font-medium text-muted before:absolute before:inset-y-0 before:inset-x-px before:rounded before:-z-[1] before:transition-shadow before:duration-fast [&amp;:not([data-active]):not([data-disabled])]:hover:text-secondary [&amp;:not([data-active]):not([data-disabled])]:hover:before:bg-fill-ghost-hover data-[active]:text-primary data-[active]:before:bg-fill-ghost-hover focus-visible:before:shadow-focus data-[disabled]:opacity-disabled data-[disabled]:pointer-events-none">Python</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_a5576aav5ul5tpfibrad4plb_" class="relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 rounded-none h-control px-md cds-reset whitespace-nowrap select-none outline-none focus-visible:outline-hidden bg-transparent text-body font-medium text-muted before:absolute before:inset-y-0 before:inset-x-px before:rounded before:-z-[1] before:transition-shadow before:duration-fast [&amp;:not([data-active]):not([data-disabled])]:hover:text-secondary [&amp;:not([data-active]):not([data-disabled])]:hover:before:bg-fill-ghost-hover data-[active]:text-primary data-[active]:before:bg-fill-ghost-hover focus-visible:before:shadow-focus data-[disabled]:opacity-disabled data-[disabled]:pointer-events-none">TypeScript</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_al576aav5ul5tpfibrad4plb_" class="relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 rounded-none h-control px-md cds-reset whitespace-nowrap select-none outline-none focus-visible:outline-hidden bg-transparent text-body font-medium text-muted before:absolute before:inset-y-0 before:inset-x-px before:rounded before:-z-[1] before:transition-shadow before:duration-fast [&amp;:not([data-active]):not([data-disabled])]:hover:text-secondary [&amp;:not([data-active]):not([data-disabled])]:hover:before:bg-fill-ghost-hover data-[active]:text-primary data-[active]:before:bg-fill-ghost-hover focus-visible:before:shadow-focus data-[disabled]:opacity-disabled data-[disabled]:pointer-events-none">C#</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_b5576aav5ul5tpfibrad4plb_" class="relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 rounded-none h-control px-md cds-reset whitespace-nowrap select-none outline-none focus-visible:outline-hidden bg-transparent text-body font-medium text-muted before:absolute before:inset-y-0 before:inset-x-px before:rounded before:-z-[1] before:transition-shadow before:duration-fast [&amp;:not([data-active]):not([data-disabled])]:hover:text-secondary [&amp;:not([data-active]):not([data-disabled])]:hover:before:bg-fill-ghost-hover data-[active]:text-primary data-[active]:before:bg-fill-ghost-hover focus-visible:before:shadow-focus data-[disabled]:opacity-disabled data-[disabled]:pointer-events-none">Go</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_bl576aav5ul5tpfibrad4plb_" class="relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 rounded-none h-control px-md cds-reset whitespace-nowrap select-none outline-none focus-visible:outline-hidden bg-transparent text-body font-medium text-muted before:absolute before:inset-y-0 before:inset-x-px before:rounded before:-z-[1] before:transition-shadow before:duration-fast [&amp;:not([data-active]):not([data-disabled])]:hover:text-secondary [&amp;:not([data-active]):not([data-disabled])]:hover:before:bg-fill-ghost-hover data-[active]:text-primary data-[active]:before:bg-fill-ghost-hover focus-visible:before:shadow-focus data-[disabled]:opacity-disabled data-[disabled]:pointer-events-none">Java</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_c5576aav5ul5tpfibrad4plb_" class="relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 rounded-none h-control px-md cds-reset whitespace-nowrap select-none outline-none focus-visible:outline-hidden bg-transparent text-body font-medium text-muted before:absolute before:inset-y-0 before:inset-x-px before:rounded before:-z-[1] before:transition-shadow before:duration-fast [&amp;:not([data-active]):not([data-disabled])]:hover:text-secondary [&amp;:not([data-active]):not([data-disabled])]:hover:before:bg-fill-ghost-hover data-[active]:text-primary data-[active]:before:bg-fill-ghost-hover focus-visible:before:shadow-focus data-[disabled]:opacity-disabled data-[disabled]:pointer-events-none">PHP</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_cl576aav5ul5tpfibrad4plb_" class="relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 rounded-none h-control px-md cds-reset whitespace-nowrap select-none outline-none focus-visible:outline-hidden bg-transparent text-body font-medium text-muted before:absolute before:inset-y-0 before:inset-x-px before:rounded before:-z-[1] before:transition-shadow before:duration-fast [&amp;:not([data-active]):not([data-disabled])]:hover:text-secondary [&amp;:not([data-active]):not([data-disabled])]:hover:before:bg-fill-ghost-hover data-[active]:text-primary data-[active]:before:bg-fill-ghost-hover focus-visible:before:shadow-focus data-[disabled]:opacity-disabled data-[disabled]:pointer-events-none">Ruby</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_d5576aav5ul5tpfibrad4plb_" class="relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 rounded-none h-control px-md cds-reset whitespace-nowrap select-none outline-none focus-visible:outline-hidden bg-transparent text-body font-medium text-muted before:absolute before:inset-y-0 before:inset-x-px before:rounded before:-z-[1] before:transition-shadow before:duration-fast [&amp;:not([data-active]):not([data-disabled])]:hover:text-secondary [&amp;:not([data-active]):not([data-disabled])]:hover:before:bg-fill-ghost-hover data-[active]:text-primary data-[active]:before:bg-fill-ghost-hover focus-visible:before:shadow-focus data-[disabled]:opacity-disabled data-[disabled]:pointer-events-none">Python (Claude Platform on AWS)</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_dl576aav5ul5tpfibrad4plb_" class="relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 rounded-none h-control px-md cds-reset whitespace-nowrap select-none outline-none focus-visible:outline-hidden bg-transparent text-body font-medium text-muted before:absolute before:inset-y-0 before:inset-x-px before:rounded before:-z-[1] before:transition-shadow before:duration-fast [&amp;:not([data-active]):not([data-disabled])]:hover:text-secondary [&amp;:not([data-active]):not([data-disabled])]:hover:before:bg-fill-ghost-hover data-[active]:text-primary data-[active]:before:bg-fill-ghost-hover focus-visible:before:shadow-focus data-[disabled]:opacity-disabled data-[disabled]:pointer-events-none">TypeScript (Claude Platform on AWS)</button></div></div></div><div class="flex shrink-0 items-center gap-1"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="sm" class="cds-reset group/btn relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 text-muted" aria-label="Copy code" id="_R_3p576aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" aria-hidden="true"></span></span></button><span role="status" class="sr-only"></span></div></div><div data-orientation="horizontal" data-activation-direction="none" id="base-ui-_R_3576aav5ul5tpfibrad4plb_" role="tabpanel" tabindex="-1" data-index="-1" class="cds-reset outline-none focus-visible:outline-hidden data-[ending-style]:hidden"><div class="h-full py-4 pl-4 text-code overflow-x-auto" tabindex="0"><div class="inline-block min-w-full pr-4" data-code-source="" translate="no"><pre class="shiki shiki-themes github-light-default dark-plus" style="--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent"><code><span class="line"><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">client </span><span style="--shiki-light:#CF222E;--shiki-dark:#f3f7f6">=</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6"> anthropic.Anthropic()</span></span>
<span class="line"></span>
<span class="line"><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">message </span><span style="--shiki-light:#CF222E;--shiki-dark:#f3f7f6">=</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6"> client.messages.create(</span></span>
<span class="line"><span style="--shiki-light:#953800;--shiki-dark:#9CDCFE">    model</span><span style="--shiki-light:#CF222E;--shiki-dark:#f3f7f6">=</span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"claude-sonnet-5"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">,</span></span>
<span class="line"><span style="--shiki-light:#953800;--shiki-dark:#9CDCFE">    max_tokens</span><span style="--shiki-light:#CF222E;--shiki-dark:#f3f7f6">=</span><span style="--shiki-light:#0550AE;--shiki-dark:#B5CEA8">1024</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">,</span></span>
<span class="line"><span style="--shiki-light:#953800;--shiki-dark:#9CDCFE">    messages</span><span style="--shiki-light:#CF222E;--shiki-dark:#f3f7f6">=</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">[{</span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"role"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">: </span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"user"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">, </span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"content"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">: </span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"Hello, Claude"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">}],</span></span>
<span class="line"><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">)</span></span>
<span class="line"><span style="--shiki-light:#0550AE;--shiki-dark:#DCDCAA">print</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">(</span><span style="--shiki-light:#CF222E;--shiki-dark:#569CD6">f</span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"Request ID: </span><span style="--shiki-light:#CF222E;--shiki-dark:#569CD6">{</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">message._request_id</span><span style="--shiki-light:#CF222E;--shiki-dark:#569CD6">}</span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">)</span></span></code></pre></div></div></div></div>
<p>For Claude Platform on AWS request-ID examples in other languages, see <a href="/docs/en/build-with-claude/claude-platform-on-aws#request-ids">Request IDs</a>.</p>
<h2 id="long-requests" class="group">Long requests<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_25n6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h2>
<aside data-cds="Aside" data-icon-layout="first-line" role="note" class="flex items-start gap-xs rounded-card px-lg py-md font-sans text-body bg-warning text-warning shadow-ring-warning prose-block [.prose_&amp;]:text-prose"><span class="flex min-h-[1lh] shrink-0 items-center"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" aria-hidden="true"></span></span><div class="min-w-0 flex-1"><p>Consider using the <a href="/docs/en/build-with-claude/streaming">streaming Messages API</a> or <a href="/docs/en/api/messages/batches/create">Message Batches API</a> for long-running requests, especially those over 10 minutes.</p></div></aside>
<p>Avoid setting a large <code>max_tokens</code> value without using the <a href="/docs/en/build-with-claude/streaming">streaming Messages API</a>
or <a href="/docs/en/api/messages/batches/create">Message Batches API</a>:</p>
<ul>
<li>Some networks may drop idle connections after a variable period of time, which
can cause the request to fail or time out without receiving a response from Anthropic.</li>
<li>Networks differ in reliability. The <a href="/docs/en/api/messages/batches/create">Message Batches API</a> can help you
manage the risk of network issues by allowing you to poll for results rather than requiring an uninterrupted network connection.</li>
</ul>
<p>If you are building a direct API integration, setting a <a href="https://tldp.org/HOWTO/TCP-Keepalive-HOWTO/programming.html" target="_blank" rel="noopener noreferrer">TCP socket keep-alive</a> can reduce the impact of idle connection timeouts on some networks.</p>
<p>The <a href="/docs/en/cli-sdks-libraries/overview">SDKs</a> validate that your non-streaming Messages API requests are not expected to exceed a 10-minute timeout. They also set a socket option for TCP keep-alive.</p>
<p>If you don&#x27;t need to process events incrementally, the SDKs can consume the stream for you and return the complete <code>Message</code> object, identical to what a non-streaming call returns:</p>
<div data-orientation="horizontal" data-activation-direction="none" data-cds="Tabs" data-not-prose="true" class="overflow-hidden rounded-card border bg-surface-2"><div class="flex items-center justify-between gap-2 border-b px-4 py-1"><div class="flex min-w-0 items-center gap-2 text-caption text-muted"><div class="-my-1 min-w-0 overflow-x-auto py-1 u-hidden-scrollbar scroll-fade-x"><div data-orientation="horizontal" data-activation-direction="none" role="tablist" aria-label="Code block tabs" data-size="sm" class="flex items-center font-sans w-max"><button type="button" data-orientation="horizontal" data-activation-direction="none" aria-disabled="false" tabindex="-1" role="tab" aria-selected="false" id="base-ui-_R_8l7f6aav5ul5tpfibrad4plb_" class="relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 rounded-none h-control px-md cds-reset whitespace-nowrap select-none outline-none focus-visible:outline-hidden bg-transparent text-body font-medium text-muted 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group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" aria-hidden="true"></span></span></button><span role="status" class="sr-only"></span></div></div><div data-orientation="horizontal" data-activation-direction="none" id="base-ui-_R_37f6aav5ul5tpfibrad4plb_" role="tabpanel" tabindex="-1" data-index="-1" class="cds-reset outline-none focus-visible:outline-hidden data-[ending-style]:hidden"><div class="h-full py-4 pl-4 text-code overflow-x-auto" tabindex="0"><div class="inline-block min-w-full pr-4" data-code-source="" translate="no"><pre class="shiki shiki-themes github-light-default dark-plus" style="--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent"><code><span class="line"><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">client </span><span style="--shiki-light:#CF222E;--shiki-dark:#f3f7f6">=</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6"> anthropic.Anthropic()</span></span>
<span class="line"></span>
<span class="line"><span style="--shiki-light:#CF222E;--shiki-dark:#C586C0">with</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6"> client.messages.stream(</span></span>
<span class="line"><span style="--shiki-light:#953800;--shiki-dark:#9CDCFE">    max_tokens</span><span style="--shiki-light:#CF222E;--shiki-dark:#f3f7f6">=</span><span style="--shiki-light:#0550AE;--shiki-dark:#B5CEA8">128000</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">,</span></span>
<span class="line"><span style="--shiki-light:#953800;--shiki-dark:#9CDCFE">    messages</span><span style="--shiki-light:#CF222E;--shiki-dark:#f3f7f6">=</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">[{</span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"role"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">: </span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"user"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">, </span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"content"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">: </span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"Write a detailed analysis..."</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">}],</span></span>
<span class="line"><span style="--shiki-light:#953800;--shiki-dark:#9CDCFE">    model</span><span style="--shiki-light:#CF222E;--shiki-dark:#f3f7f6">=</span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"claude-sonnet-5"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">,</span></span>
<span class="line"><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">) </span><span style="--shiki-light:#CF222E;--shiki-dark:#C586C0">as</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6"> stream:</span></span>
<span class="line"><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">    message </span><span style="--shiki-light:#CF222E;--shiki-dark:#f3f7f6">=</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6"> stream.get_final_message()</span></span>
<span class="line"></span>
<span class="line"><span style="--shiki-light:#0550AE;--shiki-dark:#DCDCAA">print</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">(</span><span style="--shiki-light:#0550AE;--shiki-dark:#DCDCAA">next</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">(block.text </span><span style="--shiki-light:#CF222E;--shiki-dark:#C586C0">for</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6"> block </span><span style="--shiki-light:#CF222E;--shiki-dark:#C586C0">in</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6"> message.content </span><span style="--shiki-light:#CF222E;--shiki-dark:#C586C0">if</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6"> block.type </span><span style="--shiki-light:#CF222E;--shiki-dark:#f3f7f6">==</span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178"> "text"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">))</span></span></code></pre></div></div></div></div>
<p>See <a href="/docs/en/build-with-claude/streaming#get-the-final-message-without-handling-events">Streaming Messages</a> for more details.</p>
<h2 id="common-validation-errors" class="group">Common validation errors<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_27v6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h2>
<h3 id="prefill-not-supported" class="group">Prefill not supported<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_2876aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h3>
<p>Claude 4.6 and later models and <a href="https://anthropic.com/glasswing" target="_blank" rel="noopener noreferrer">Claude Mythos Preview</a> do not support prefilling assistant messages. Sending a request with a prefilled last assistant message to any of these models returns a 400 <code>invalid_request_error</code>:</p>
<div data-not-prose="true" class="overflow-hidden rounded-card border bg-surface-2 group relative"><div data-copy-scope="" class="code-block-scroll relative py-4 pl-4 text-code overflow-x-auto" tabindex="0"><div class="inline-block min-w-full pr-4" data-code-source="" translate="no"><pre class="shiki shiki-themes github-light-default dark-plus" style="--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent"><code><span class="line"><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">{</span></span>
<span class="line"><span style="--shiki-light:#116329;--shiki-dark:#9CDCFE">  "type"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">: </span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"error"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">,</span></span>
<span class="line"><span style="--shiki-light:#116329;--shiki-dark:#9CDCFE">  "error"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">: {</span></span>
<span class="line"><span style="--shiki-light:#116329;--shiki-dark:#9CDCFE">    "type"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">: </span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"invalid_request_error"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">,</span></span>
<span class="line"><span style="--shiki-light:#116329;--shiki-dark:#9CDCFE">    "message"</span><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">: </span><span style="--shiki-light:#0A3069;--shiki-dark:#CE9178">"This model does not support assistant message prefill. The conversation must end with a user message."</span></span>
<span class="line"><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">  }</span></span>
<span class="line"><span style="--shiki-light:#1F2328;--shiki-dark:#f3f7f6">}</span></span></code></pre></div></div><div class="absolute top-3 right-3 opacity-100 md:opacity-0 md:group-hover:opacity-100 md:focus-within:opacity-100"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="sm" class="cds-reset group/btn relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 text-muted" aria-label="Copy code" id="_R_78n6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" aria-hidden="true"></span></span></button><span role="status" class="sr-only"></span></div></div>
<p>Use <a href="/docs/en/build-with-claude/structured-outputs">structured outputs</a> on models that support it, system prompt instructions, or <a href="/docs/en/build-with-claude/structured-outputs#json-outputs"><code>output_config.format</code></a> instead.</p>
<h3 id="thinking-blocks-cannot-be-modified" class="group">Thinking blocks cannot be modified<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_2976aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h3>
<p>If the most recent assistant message contains <code>thinking</code> or <code>redacted_thinking</code> blocks that were edited, reordered, filtered out, or reconstructed before being sent back to the API, the request returns a 400 <code>invalid_request_error</code>. The error message starts with the position of the offending block (for example, <code>messages.1.content.0</code>) and contains:</p>
<div data-not-prose="true" class="overflow-hidden rounded-card border bg-surface-2 group relative"><div data-copy-scope="" class="code-block-scroll relative py-4 pl-4 text-code code-block-wrap"><pre class="block w-full pr-4" data-code-source="" translate="no"><code>`thinking` or `redacted_thinking` blocks in the latest assistant message cannot be modified. These blocks must remain as they were in the original response.</code></pre></div><div class="absolute top-3 right-3 opacity-100 md:opacity-0 md:group-hover:opacity-100 md:focus-within:opacity-100"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="sm" class="cds-reset group/btn relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 text-muted" aria-label="Copy code" id="_R_79n6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" aria-hidden="true"></span></span></button><span role="status" class="sr-only"></span></div></div>
<p>With tool use, every <code>thinking</code> and <code>redacted_thinking</code> block from the assistant turn must be passed back exactly as received, including blocks whose <code>thinking</code> field is empty. Pass thinking blocks back unchanged, and if your application filters content blocks by type before resending, include both <code>thinking</code> and <code>redacted_thinking</code>. See <a href="/docs/en/build-with-claude/thinking-troubleshooting#error-thinking-blocks-modified">Troubleshooting thinking</a>, <a href="/docs/en/build-with-claude/thinking#preserving-thinking-blocks">Preserving thinking blocks</a>, and <a href="/docs/en/build-with-claude/thinking#preserved-thinking">Preserved thinking</a>.</p>
<h3 id="extended-thinking-not-supported" class="group">Extended thinking not supported<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_2a76aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h3>
<p>Claude 4.7 and later models have removed extended thinking. Sending <code>thinking: {&quot;type&quot;: &quot;enabled&quot;}</code> to any of these models returns a 400 <code>invalid_request_error</code>:</p>
<div data-not-prose="true" class="overflow-hidden rounded-card border bg-surface-2 group relative"><div data-copy-scope="" class="code-block-scroll relative py-4 pl-4 text-code code-block-wrap"><pre class="block w-full pr-4" data-code-source="" translate="no"><code>&quot;thinking.type.enabled&quot; is not supported for this model. Use &quot;thinking.type.adaptive&quot; and &quot;output_config.effort&quot; to control thinking behavior.</code></pre></div><div class="absolute top-3 right-3 opacity-100 md:opacity-0 md:group-hover:opacity-100 md:focus-within:opacity-100"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="sm" class="cds-reset group/btn relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 text-muted" aria-label="Copy code" id="_R_7an6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" aria-hidden="true"></span></span></button><span role="status" class="sr-only"></span></div></div>
<p>Use <a href="/docs/en/build-with-claude/thinking">adaptive thinking</a> instead. <a href="/docs/en/build-with-claude/extended-thinking#migrating-to-adaptive-thinking">Migrating to adaptive thinking</a> shows the parameter mapping, and <a href="/docs/en/build-with-claude/thinking-troubleshooting#error-thinking-type-enabled">Troubleshooting thinking</a> covers the symptom-first fix.</p>
<h3 id="adaptive-thinking-not-supported" class="group">Adaptive thinking not supported<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_2b76aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h3>
<p>Models that support only extended thinking (Claude 4.5 and earlier models) reject <code>thinking: {&quot;type&quot;: &quot;adaptive&quot;}</code> with a 400 <code>invalid_request_error</code>:</p>
<div data-not-prose="true" class="overflow-hidden rounded-card border bg-surface-2 group relative"><div data-copy-scope="" class="code-block-scroll relative py-4 pl-4 text-code code-block-wrap"><pre class="block w-full pr-4" data-code-source="" translate="no"><code>adaptive thinking is not supported on this model</code></pre></div><div class="absolute top-3 right-3 opacity-100 md:opacity-0 md:group-hover:opacity-100 md:focus-within:opacity-100"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="sm" class="cds-reset group/btn relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 text-muted" aria-label="Copy code" id="_R_7bn6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" aria-hidden="true"></span></span></button><span role="status" class="sr-only"></span></div></div>
<p>Use <code>thinking: {&quot;type&quot;: &quot;enabled&quot;, &quot;budget_tokens&quot;: N}</code> on these models; see <a href="/docs/en/build-with-claude/extended-thinking">Extended thinking</a> for the configuration and <a href="/docs/en/build-with-claude/thinking-troubleshooting#error-thinking-type-adaptive">Troubleshooting thinking</a> for the symptom-first fix.</p>
<h3 id="thinking-cannot-be-disabled" class="group">Thinking cannot be disabled<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_2c76aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h3>
<p>On Claude Fable 5.1, <a href="https://anthropic.com/glasswing" target="_blank" rel="noopener noreferrer">Claude Mythos 5.1</a>, Claude Fable 5, <a href="https://anthropic.com/glasswing" target="_blank" rel="noopener noreferrer">Claude Mythos 5</a>, and <a href="https://anthropic.com/glasswing" target="_blank" rel="noopener noreferrer">Claude Mythos Preview</a>, thinking is always on. Sending <code>thinking: {&quot;type&quot;: &quot;disabled&quot;}</code> to any of these models returns a 400 <code>invalid_request_error</code>:</p>
<div data-not-prose="true" class="overflow-hidden rounded-card border bg-surface-2 group relative"><div data-copy-scope="" class="code-block-scroll relative py-4 pl-4 text-code code-block-wrap"><pre class="block w-full pr-4" data-code-source="" translate="no"><code>&quot;thinking.type.disabled&quot; is not supported for this model. Thinking defaults to adaptive mode when not specified; use &quot;thinking.type.enabled&quot; with &quot;budget_tokens&quot; for extended thinking.</code></pre></div><div class="absolute top-3 right-3 opacity-100 md:opacity-0 md:group-hover:opacity-100 md:focus-within:opacity-100"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="sm" class="cds-reset group/btn relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 text-muted" aria-label="Copy code" id="_R_7cn6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" aria-hidden="true"></span></span></button><span role="status" class="sr-only"></span></div></div>
<p>On Claude Fable 5.1, Claude Mythos 5.1, Claude Fable 5, and Claude Mythos 5, the error message&#x27;s own suggestion of <code>&quot;thinking.type.enabled&quot;</code> is also rejected. Omit the <code>thinking</code> parameter and the request runs with adaptive thinking. To keep thinking content out of responses without turning thinking off, set <code>display: &quot;omitted&quot;</code> on the thinking configuration. See <a href="/docs/en/build-with-claude/thinking-troubleshooting#error-thinking-type-disabled">Troubleshooting thinking</a>.</p>
<h3 id="forced-tool-use-not-supported" class="group">Forced tool use not supported<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_2d76aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h3>
<p>Claude Fable 5.1 and <a href="https://anthropic.com/glasswing" target="_blank" rel="noopener noreferrer">Claude Mythos 5.1</a> don&#x27;t support forced tool use. Sending <code>tool_choice: {&quot;type&quot;: &quot;any&quot;}</code> or <code>tool_choice: {&quot;type&quot;: &quot;tool&quot;, &quot;name&quot;: &quot;...&quot;}</code> to either model, including on the <a href="/docs/en/build-with-claude/token-counting">token counting endpoint</a>, returns a 400 <code>invalid_request_error</code>:</p>
<div data-not-prose="true" class="overflow-hidden rounded-card border bg-surface-2 group relative"><div data-copy-scope="" class="code-block-scroll relative py-4 pl-4 text-code code-block-wrap"><pre class="block w-full pr-4" data-code-source="" translate="no"><code>tool_choice: type &quot;tool&quot; and &quot;any&quot; are not supported for this model.</code></pre></div><div class="absolute top-3 right-3 opacity-100 md:opacity-0 md:group-hover:opacity-100 md:focus-within:opacity-100"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="sm" class="cds-reset group/btn relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 text-muted" aria-label="Copy code" id="_R_7dn6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" aria-hidden="true"></span></span></button><span role="status" class="sr-only"></span></div></div>
<p><code>tool_choice: {&quot;type&quot;: &quot;auto&quot;}</code> (the default) and <code>{&quot;type&quot;: &quot;none&quot;}</code> are accepted. Use <code>auto</code> with <a href="/docs/en/agents-and-tools/tool-use/strict-tool-use">strict tool use</a> to keep tool inputs schema-valid, or <a href="/docs/en/build-with-claude/structured-outputs">structured outputs</a> when you need the response itself in a fixed JSON shape. See <a href="/docs/en/agents-and-tools/tool-use/define-tools#forcing-tool-use">Forcing tool use</a>.</p>
<h3 id="thinking-block-conversation-mismatch" class="group">Thinking block no longer matches the conversation<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_2e76aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h3>
<p>On Claude Fable 5.1, the API accepts a replayed thinking block only while the <code>system</code> prompt, <code>tools</code>, and messages that preceded it are unchanged. For new accounts created on or after August 31, 2026, and for any request that sets <code>thinking.block_binding.prefix_mismatch_behavior</code> to <code>&quot;error&quot;</code>, a replayed block whose earlier history changed is rejected with a 400 <code>invalid_request_error</code> (with <code>&quot;drop_block&quot;</code>, the API drops the block and the request succeeds). The message starts with the position of the first failing block:</p>
<div data-not-prose="true" class="overflow-hidden rounded-card border bg-surface-2 group relative"><div data-copy-scope="" class="code-block-scroll relative py-4 pl-4 text-code code-block-wrap"><pre class="block w-full pr-4" data-code-source="" translate="no"><code>messages.{i}.content.{j}: Invalid `signature` in `thinking` block. The block is bound to a different conversation. Remove the block, or set `thinking.block_binding.prefix_mismatch_behavior` to &quot;drop_block&quot;.</code></pre></div><div class="absolute top-3 right-3 opacity-100 md:opacity-0 md:group-hover:opacity-100 md:focus-within:opacity-100"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="sm" class="cds-reset group/btn relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 text-muted" aria-label="Copy code" id="_R_7en6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" aria-hidden="true"></span></span></button><span role="status" class="sr-only"></span></div></div>
<p>Without the <code>thinking-binding-controls-2026-08-01</code> beta header the message also names that header. Keep the conversation history append-only, or send the beta header with <code>prefix_mismatch_behavior: &quot;drop_block&quot;</code> to drop the block and continue. A block from a model the target model can&#x27;t read is dropped rather than rejected. See <a href="/docs/en/build-with-claude/thinking#preserved-in-conversation">Preserved thinking</a> and <a href="/docs/en/build-with-claude/thinking-troubleshooting#error-thinking-block-signature">Troubleshooting thinking</a>.</p>
<p>Sending <code>thinking.block_binding</code> without the <code>thinking-binding-controls-2026-08-01</code> <a href="/docs/en/api/beta-headers">beta header</a> returns a 400 <code>invalid_request_error</code> whose message ends in:</p>
<div data-not-prose="true" class="overflow-hidden rounded-card border bg-surface-2 group relative"><div data-copy-scope="" class="code-block-scroll relative py-4 pl-4 text-code code-block-wrap"><pre class="block w-full pr-4" data-code-source="" translate="no"><code>block_binding: Extra inputs are not permitted</code></pre></div><div class="absolute top-3 right-3 opacity-100 md:opacity-0 md:group-hover:opacity-100 md:focus-within:opacity-100"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="sm" class="cds-reset group/btn relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 text-muted" aria-label="Copy code" id="_R_7ff6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:20px;font-weight:433.3" aria-hidden="true"></span></span></button><span role="status" class="sr-only"></span></div></div>
<p>Add the header, or remove the field.</p>
<h3 id="outbound-web-identity-federation-disabled-claude-platform-on-aws" class="group">Outbound web identity federation disabled (Claude Platform on AWS)<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_2fv6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h3>
<p>If every request to <a href="/docs/en/build-with-claude/claude-platform-on-aws">Claude Platform on AWS</a> returns <code>&quot;Outbound web identity federation is disabled for your account&quot;</code>, run <code>aws iam enable-outbound-web-identity-federation</code> once per AWS account. See <a href="/docs/en/build-with-claude/claude-platform-on-aws#enable-outbound-web-identity-federation">Enable outbound web identity federation</a> for details.</p>
<h2 id="next-steps" class="group">Next steps<span class="relative hidden h-[1em] w-0 align-middle lg:inline-block"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" data-size="xs" class="cds-reset group/btn isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow duration-fast text-primary font-normal aria-pressed:text-accent focus-visible:shadow-focus [&amp;[data-initial-focus]:focus]:shadow-focus aspect-square w-control px-0 absolute left-xs top-1/2 -translate-y-1/2 opacity-0 group-hover:opacity-100 focus-visible:opacity-100" aria-label="Copy link to clipboard" id="_R_2gf6aav5ul5tpfibrad4plb_" data-base-ui-tooltip-trigger=""><span aria-hidden="true" class="absolute -z-[1] rounded-[inherit] inset-0 cds-btn-squish"><span data-cds-part="paint" class="absolute inset-0 rounded-[inherit] transition-[background-color,box-shadow,color] duration-fast ease-out group-focus-visible/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] group-[[data-initial-focus]:focus]/btn:shadow-[inset_0_0_0_1px_var(--cds-page-bg)] bg-transparent group-hover/btn:bg-fill-ghost-hover group-[[aria-haspopup][aria-expanded=true]]/btn:bg-fill-ghost-hover group-aria-pressed/btn:bg-accent group-hover/btn:group-aria-pressed/btn:bg-accent "></span></span><span class="inline-flex min-w-0 items-center gap-1 "><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:16px;font-weight:533.3" aria-hidden="true"></span></span></button></span></h2>
<div class="prose-block grid gap-md [&amp;&gt;*]:m-0 grid-cols-1 md:grid-cols-2 lg:grid-cols-3"><div data-cds="Card" class="group/card relative isolate flex flex-col rounded-card after:pointer-events-none after:absolute after:inset-0 after:rounded-[inherit] after:shadow-card-ring after:content-[&#x27;&#x27;] has-[[data-cds=CardLink]:focus-visible]:after:shadow-focus prose-block"><span aria-hidden="true" class="cds-card-fill pointer-events-none absolute inset-0 -z-[1] m-0 rounded-[inherit]"></span><div data-cds-card-body="" class="cds-card-body flex flex-1 flex-col self-stretch [gap:inherit] [align-items:inherit] [justify-content:inherit] p-lg"><div class="flex flex-col items-start gap-md"><div data-not-prose="true"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:24px;font-weight:418.5" class="text-secondary" aria-hidden="true"></span></div><div class="flex flex-col gap-xs"><div data-not-prose="true" class="flex items-center gap-xs text-body font-medium text-primary"><a data-cds="CardLink" class="cds-reset outline-none after:absolute after:inset-0 after:rounded-card after:content-[&#x27;&#x27;]" href="/docs/en/build-with-claude/thinking-troubleshooting">Troubleshooting thinking</a></div><div data-cds="Prose" data-prose-font="sans" data-prose-size="inherit" class="prose line-clamp-2 text-body break-words text-secondary"><p>Symptom-first fixes for thinking configuration 400 errors, empty thinking blocks, and <code>max_tokens</code> stops.</p></div></div></div></div></div><div data-cds="Card" class="group/card relative isolate flex flex-col rounded-card after:pointer-events-none after:absolute after:inset-0 after:rounded-[inherit] after:shadow-card-ring after:content-[&#x27;&#x27;] has-[[data-cds=CardLink]:focus-visible]:after:shadow-focus prose-block"><span aria-hidden="true" class="cds-card-fill pointer-events-none absolute inset-0 -z-[1] m-0 rounded-[inherit]"></span><div data-cds-card-body="" class="cds-card-body flex flex-1 flex-col self-stretch [gap:inherit] [align-items:inherit] [justify-content:inherit] p-lg"><div class="flex flex-col items-start gap-md"><div data-not-prose="true"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:24px;font-weight:418.5" class="text-secondary" aria-hidden="true"></span></div><div class="flex flex-col gap-xs"><div data-not-prose="true" class="flex items-center gap-xs text-body font-medium text-primary"><a data-cds="CardLink" class="cds-reset outline-none after:absolute after:inset-0 after:rounded-card after:content-[&#x27;&#x27;]" href="/docs/en/api/rate-limits">Rate limits</a></div><div data-cds="Prose" data-prose-font="sans" data-prose-size="inherit" class="prose line-clamp-2 text-body break-words text-secondary"><p>To mitigate misuse and manage capacity on the API, limits are in place on how much an organization can use the Claude API.</p></div></div></div></div></div><div data-cds="Card" class="group/card relative isolate flex flex-col rounded-card after:pointer-events-none after:absolute after:inset-0 after:rounded-[inherit] after:shadow-card-ring after:content-[&#x27;&#x27;] has-[[data-cds=CardLink]:focus-visible]:after:shadow-focus prose-block"><span aria-hidden="true" class="cds-card-fill pointer-events-none absolute inset-0 -z-[1] m-0 rounded-[inherit]"></span><div data-cds-card-body="" class="cds-card-body flex flex-1 flex-col self-stretch [gap:inherit] [align-items:inherit] [justify-content:inherit] p-lg"><div class="flex flex-col items-start gap-md"><div data-not-prose="true"><span data-cds="Icon" style="font-family:var(--font-anthropicons, Anthropicons-Variable);font-feature-settings:&quot;liga&quot; 0;font-optical-sizing:auto;font-style:normal;font-variation-settings:normal;line-height:1;width:1em;height:1em;display:flex;align-items:center;justify-content:center;flex-shrink:0;user-select:none;font-size:24px;font-weight:418.5" class="text-secondary" aria-hidden="true"></span></div><div class="flex flex-col gap-xs"><div data-not-prose="true" class="flex items-center gap-xs text-body font-medium text-primary"><a data-cds="CardLink" class="cds-reset outline-none after:absolute after:inset-0 after:rounded-card after:content-[&#x27;&#x27;]" href="/docs/en/build-with-claude/streaming">Streaming messages</a></div><div data-cds="Prose" data-prose-font="sans" data-prose-size="inherit" class="prose line-clamp-2 text-body break-words text-secondary"><p>Stream Messages API responses incrementally with server-sent events, including text, tool use, and extended thinking deltas.</p></div></div></div></div></div></div></div><div class="mt-8 flex flex-col gap-sm border-t pt-6"><p class="text-secondary text-body font-medium">Was this page helpful?</p><div class="flex items-center gap-xs"><button type="button" data-cds="Button" data-cds-icon-only="" data-cds-ghost="" class="cds-reset group/btn relative isolate inline-flex shrink-0 items-center justify-center gap-1.5 whitespace-nowrap select-none cursor-[var(--cds-cursor-interactive)] aria-disabled:cursor-default data-[disabled]:cursor-default border-0 outline-none focus-visible:outline-hidden [&amp;[data-initial-focus]:focus]:outline-hidden rounded h-control font-sans text-body [&amp;:disabled:not([aria-busy])]:opacity-disabled disabled:pointer-events-none transition-shadow 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Consider using the \",[\"$\",\"$L4a\",\"3\",{\"href\":\"/docs/en/build-with-claude/streaming\",\"children\":[\"streaming Messages API\"]}],\" for long-running requests. See \",[\"$\",\"$L4a\",\"5\",{\"href\":\"#long-requests\",\"children\":[\"Long requests\"]}],\" for more options.\"]}],\"\\n\"]}]\n4f:[\"$\",\"li\",\"21\",{\"children\":[\"\\n\",[\"$\",\"p\",\"1\",{\"children\":[\"529 - \",[\"$\",\"code\",\"1\",{\"children\":[\"overloaded_error\"]}],\": The API is temporarily overloaded.\"]}],\"\\n\",[\"$\",\"$L94\",\"3\",{\"variant\":\"warning\",\"id\":\"$undefined\",\"icon\":\"$undefined\",\"className\":\"prose-block [.prose_\u0026]:text-prose\",\"children\":[[\"$\",\"p\",\"0\",{\"children\":[\"529 errors can occur when the API experiences high traffic across all users.\"]}],[\"$\",\"p\",\"1\",{\"children\":[\"In rare cases, if your organization has a sharp increase in usage, you might see 429 errors because of acceleration limits on the API. To avoid hitting acceleration limits, ramp up your traffic gradually and maintain consistent usage patterns.\"]}]]}],\"\\n\"]}]\n50:[\"$\",\"p\",\"6\",{\"children\":[\"The official SDKs automatically retry transient failures (such as connection errors, rate limits, and 5xx server errors) with exponential backoff, twice by default, honoring the \",[\"$\",\"code\",\"1\",{\"children\":[\"retry-after\"]}],\" header when present. Each SDK client accepts a maximum-retries option to configure or disable this behavior.\"]}]\n51:[\"$\",\"p\",\"8\",{\"children\":[\"When receiving a \",[\"$\",\"$L4a\",\"1\",{\"href\":\"/docs/en/build-with-claude/streaming\",\"children\":[\"streaming\"]}],\" response over server-sent events (SSE), an error can occur after the API returns a 200 response. In that case, error handling doesn't follow these standard mechanisms. See \",[\"$\",\"$L4a\",\"3\",{\"href\":\"/docs/en/build-with-claude/streaming#error-events\",\"children\":[\"Error events\"]}],\" for the shape of mid-stream errors.\"]}]\n52:[\"$\",\"$L49\",\"10\",{\"level\":2,\"slug\":\"request-size-limits\",\"children\":[\"Request size limits\"]}]\n53:[\"$\",\"p\",\"12\",{\"children\":[\"The API enforces request size limits:\"]}]\n54:[\"$\",\"div\",\"14\",{\"className\":\"prose-scroll\",\"children\":[\"$\",\"table\",null,{\"children\":[[\"$\",\"thead\",\"0\",{\"children\":[[\"$\",\"tr\",\"0\",{\"children\":[[\"$\",\"th\",\"0\",{\"style\":{\"textAlign\":\"left\"},\"children\":[\"Endpoint type\"]}],[\"$\",\"th\",\"1\",{\"style\":{\"textAlign\":\"left\"},\"children\":[\"Maximum request size\"]}]]}]]}],[\"$\",\"tbody\",\"1\",{\"children\":[[\"$\",\"tr\",\"0\",{\"children\":[[\"$\",\"td\",\"0\",{\"style\":{\"textAlign\":\"left\"},\"className\":\"whitespace-nowrap [\u0026_code]:whitespace-nowrap\",\"children\":[\"Messages API\"]}],[\"$\",\"td\",\"1\",{\"style\":{\"textAlign\":\"left\"},\"className\":\"whitespace-nowrap [\u0026_code]:whitespace-nowrap\",\"children\":[\"32 MB\"]}]]}],[\"$\",\"tr\",\"1\",{\"children\":[[\"$\",\"td\",\"0\",{\"style\":{\"textAlign\":\"left\"},\"className\":\"whitespace-nowrap [\u0026_code]:whitespace-nowrap\",\"children\":[\"Token Counting API\"]}],[\"$\",\"td\",\"1\",{\"style\":{\"textAlign\":\"left\"},\"className\":\"whitespace-nowrap [\u0026_code]:whitespace-nowrap\",\"children\":[\"32 MB\"]}]]}],[\"$\",\"tr\",\"2\",{\"children\":[[\"$\",\"td\",\"0\",{\"style\":{\"textAlign\":\"left\"},\"className\":\"whitespace-nowrap [\u0026_code]:whitespace-nowrap\",\"children\":[[\"$\",\"$L4a\",\"0\",{\"href\":\"/docs/en/build-with-claude/batch-processing\",\"children\":[\"Batch API\"]}]]}],[\"$\",\"td\",\"1\",{\"style\":{\"textAlign\":\"left\"},\"className\":\"whitespace-nowrap [\u0026_code]:whitespace-nowrap\",\"children\":[\"256 MB\"]}]]}],[\"$\",\"tr\",\"3\",{\"children\":[[\"$\",\"td\",\"0\",{\"style\":{\"textAlign\":\"left\"},\"className\":\"whitespace-nowrap [\u0026_code]:whitespace-nowrap\",\"children\":[[\"$\",\"$L4a\",\"0\",{\"href\":\"/docs/en/build-with-claude/files\",\"children\":[\"Files API\"]}]]}],[\"$\",\"td\",\"1\",{\"style\":{\"textAlign\":\"left\"},\"className\":\"whitespace-nowrap [\u0026_code]:whitespace-nowrap\",\"children\":[\"500 MB\"]}]]}]]}]]}]}]\n55:[\"$\",\"p\",\"16\",{\"children\":[\"If you exceed these limits, you'll receive a 413 \",[\"$\",\"code\",\"1\",{\"children\":[\"request_too_large\"]}],\" error. On the direct Claude API, Cloudflare returns this error before the request reaches the API servers.\"]}]\n56:[\"$\",\"$L49\",\"18\",{\"level\":2,\"slug\":\"error-shapes\",\"children\":[\"Error shapes\"]}]\n57:[\"$\",\"p\",\"20\",{\"children\":[\"The API always returns errors as JSON, with a top-level \",[\"$\",\"code\",\"1\",{\"children\":[\"error\"]}],\" object that always includes a \",[\"$\",\"code\",\"3\",{\"children\":[\"type\"]}],\" and \",[\"$\",\"code\",\"5\",{\"children\":[\"message\"]}],\" value. The response also includes a \",[\"$\",\"code\",\"7\",{\"children\":[\"request_id\"]}],\" field for easier tracking and debugging. For example:\"]}]\n96:T700,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e{\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#116329;--shiki-dark:#9CDCFE\"\u003e  \"type\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"error\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#116329;--shiki-dark:#9CDCFE\"\u003e  \"error\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: {\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#116329;--shiki-dark:#9CDCFE\"\u003e    \"type\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"not_found_error\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#116329;--shiki-dark:#9CDCFE\"\u003e    \"message\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"The requested resource could not be found.\"\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e  },\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#116329;--shiki-dark:#9CDCFE\"\u003e  \"request_id\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"req_011CSHoEeqs5C35K2UUqR7Fy\"\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e}\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003e58:[\"$\",\"$L95\",\"22\",{\"wrap\":false,\"language\":\"json\",\"label\":\"JSON\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$96\"}}]}]\n59:[\"$\",\"p\",\"24\",{\"children\":[\"In accordance with the \",[\"$\",\"$L4a\",\"1\",{\"href\":\"/docs/en/api/versioning\",\"children\":[\"versioning\"]}],\" policy, the values within these objects may expand, and it is possible that the \",[\"$\",\"code\",\"3\",{\"children\":[\"type\"]}],\" values will grow over time.\"]}]\n5a:[\"$\",\"$L49\",\"26\",{\"level\":2,\"slug\":\"sdk-error-types\",\"children\":[\"SDK error types\"]}]\n5b:[\"$\",\"p\",\"28\",{\"children\":[\"The official SDKs raise typed exceptions for these errors instead of returning raw JSON, and the class names and namespaces differ by language. For example, a 404 surfaces as \",[\"$\",\"code\",\"1\",{\"children\":[\"anthropic.NotFoundError\"]}],\" in Python, \",[\"$\",\"code\",\"3\",{\"children\":[\"Anthropic::Errors::NotFoundError\"]}],\" in Ruby, \",[\"$\",\"code\",\"5\",{\"children\":[\"com.anthropic.errors.NotFoundException\"]}],\" in Java, and as a single \",[\"$\",\"code\",\"7\",{\"children\":[\"*anthropic.Error\"]}],\" value (branch on \",[\"$\",\"code\",\"9\",{\"children\":[\"StatusCode\"]}],\") in Go. Catch the SDK's typed classes rather than string-matching error messages, handling the most specific classes first. Each SDK page documents its full exception hierarchy:\"]}]\n5c:[\"$\",\"ul\",\"30\",{\"children\":[\"\\n\",[\"$\",\"li\",\"1\",{\"children\":[[\"$\",\"$L4a\",\"0\",{\"href\":\"/docs/en/cli-sdks-libraries/sdks/python#handling-errors\",\"children\":[\"Python\"]}],\" · \",[\"$\",\"$L4a\",\"2\",{\"href\":\"/docs/en/cli-sdks-libraries/sdks/typescript#handling-errors\",\"children\":[\"TypeScript\"]}],\" · \",[\"$\",\"$L4a\",\"4\",{\"href\":\"/docs/en/cli-sdks-libraries/sdks/csharp#error-handling\",\"children\":[\"C#\"]}],\" · \",[\"$\",\"$L4a\",\"6\",{\"href\":\"/docs/en/cli-sdks-libraries/sdks/go#error-handling\",\"children\":[\"Go\"]}],\" · \",[\"$\",\"$L4a\",\"8\",{\"href\":\"/docs/en/cli-sdks-libraries/sdks/java#error-handling\",\"children\":[\"Java\"]}],\" · \",[\"$\",\"$L4a\",\"10\",{\"href\":\"/docs/en/cli-sdks-libraries/sdks/php#error-handling\",\"children\":[\"PHP\"]}],\" · \",[\"$\",\"$L4a\",\"12\",{\"href\":\"/docs/en/cli-sdks-libraries/sdks/ruby#handling-errors\",\"children\":[\"Ruby\"]}]]}],\"\\n\"]}]\n5d:[\"$\",\"$L49\",\"32\",{\"level\":2,\"slug\":\"request-id\",\"children\":[\"Request ID\"]}]\n5e:[\"$\",\"p\",\"34\",{\"children\":[\"Every API response includes a unique \",[\"$\",\"code\",\"1\",{\"children\":[\"request-id\"]}],\" header. This header contains a value such as \",[\"$\",\"code\",\"3\",{\"children\":[\"req_018EeWyXxfu5pfWkrYcMdjWG\"]}],\". The same identifier appears as the \",[\"$\",\"code\",\"5\",{\"children\":[\"request_id\"]}],\" field in \",[\"$\",\"$L4a\",\"7\",{\"href\":\"#error-shapes\",\"children\":[\"error response bodies\"]}],\". When contacting support about a specific request, include this ID to help quickly resolve your issue.\"]}]\n5f:[\"$\",\"p\",\"36\",{\"children\":[\"On \",[\"$\",\"$L4a\",\"1\",{\"href\":\"/docs/en/build-with-claude/claude-platform-on-aws\",\"children\":[\"Claude Platform on AWS\"]}],\", responses include two request IDs: the AWS request ID (\",[\"$\",\"code\",\"3\",{\"children\":[\"x-amzn-requestid\"]}],\", primary, indexed in CloudTrail) and the Anthropic request ID (\",[\"$\",\"code\",\"5\",{\"children\":[\"request-id\"]}],\", secondary). Use the AWS request ID for CloudTrail lookups and the Anthropic request ID for Anthropic support tickets.\"]}]\n60:[\"$\",\"p\",\"38\",{\"children\":[\"The Python and TypeScript SDKs expose the request ID as a \",[\"$\",\"code\",\"1\",{\"children\":[\"_request_id\"]}],\" property on top-level response objects. The C#, Go, Java, and PHP SDKs expose it through their raw-response accessors, and the Ruby SDK through \",[\"$\",\"$L4a\",\"3\",{\"href\":\"/docs/en/cli-sdks-libraries/middleware\",\"children\":[\"middleware\"]}],\". The same mechanisms, along with \",[\"$\",\"code\",\"5\",{\"children\":[\"with_raw_response\"]}],\" in Python and \",[\"$\",\"code\",\"7\",{\"children\":[\".withResponse()\"]}],\" in TypeScript, read any other \",[\"$\",\"$L4a\",\"9\",{\"href\":\"/docs/en/api/overview#response-headers\",\"children\":[\"response header\"]}],\" too, such as \",[\"$\",\"code\",\"11\",{\"children\":[\"anthropic-organization-id\"]}],\" and \",[\"$\",\"$L4a\",\"13\",{\"href\":\"/docs/en/manage-claude/workspaces#identify-the-workspace-behind-an-api-response\",\"children\":[[\"$\",\"code\",\"0\",{\"children\":[\"anthropic-workspace-id\"]}]]}],\". On Claude Platform on AWS, use the raw-response accessor to read the AWS request ID (\",[\"$\",\"code\",\"15\",{\"children\":[\"x-amzn-requestid\"]}],\") as well:\"]}]\n98:T9c4,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#6E7781;--shiki-dark:#6A9955\"\u003e# Print the response headers (including request-id); discard the body\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#DCDCAA\"\u003ecurl\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e -sS\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e -D\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e -\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e -o\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e /dev/null\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e https://api.anthropic.com/v1/messages\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#D7BA7D\"\u003e \\\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e  -H\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"x-api-key: \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e$ANTHROPIC_API_KEY\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#D7BA7D\"\u003e \\\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e  -H\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"anthropic-version: 2023-06-01\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#D7BA7D\"\u003e \\\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e  -H\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"content-type: application/json\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#D7BA7D\"\u003e \\\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e  -d\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e '{\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e    \"model\": \"claude-sonnet-5\",\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e    \"max_tokens\": 1024,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e    \"messages\": [{\"role\": \"user\", \"content\": \"Hello, Claude\"}]\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e  }'\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003e99:T57f,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#6E7781;--shiki-dark:#6A9955\"\u003e# The request-id header is printed to stderr with --debug:\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#DCDCAA\"\u003eant\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e --debug\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e messages\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e create\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#D7BA7D\"\u003e \\\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e  --model\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e claude-sonnet-5\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#D7BA7D\"\u003e \\\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e  --max-tokens\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e 1024\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#D7BA7D\"\u003e \\\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e  --message\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e '{role: user, content: \"Hello, Claude\"}'\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003e61:[\"$\",\"$L97\",\"40\",{\"children\":[[\"$\",\"$L95\",\"0\",{\"wrap\":false,\"language\":\"bash\",\"label\":\"cURL\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$98\"}}]}],[\"$\",\"$L95\",\"1\",{\"wrap\":false,\"language\":\"bash\",\"label\":\"CLI\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$99\"}}]}],\"$L9a\",\"$L9b\",\"$L9c\",\"$L9d\",\"$L9e\",\"$L9f\",\"$La0\",\"$La1\",\"$La2\"]}]\n62:[\"$\",\"p\",\"42\",{\"children\":[\"For Claude Platform on AWS request-ID examples in other languages, see \",[\"$\",\"$L4a\",\"1\",{\"href\":\"/docs/en/build-with-claude/claude-platform-on-aws#request-ids\",\"children\":[\"Request IDs\"]}],\".\"]}]\n63:[\"$\",\"$L49\",\"44\",{\"level\":2,\"slug\":\"long-requests\",\"children\":[\"Long requests\"]}]\n64:[\"$\",\"$L94\",\"46\",{\"variant\":\"warning\",\"id\":\"$undefined\",\"icon\":\"$undefined\",\"className\":\"prose-block [.prose_\u0026]:text-prose\",\"children\":[[\"$\",\"p\",\"0\",{\"children\":[\"Consider using the \",[\"$\",\"$L4a\",\"1\",{\"href\":\"/docs/en/build-with-claude/streaming\",\"children\":[\"streaming Messages API\"]}],\" or \",[\"$\",\"$L4a\",\"3\",{\"href\":\"/docs/en/api/messages/batches/create\",\"children\":[\"Message Batches API\"]}],\" for long-running requests, especially those over 10 minutes.\"]}]]}]\n65:[\"$\",\"p\",\"48\",{\"children\":[\"Avoid setting a large \",[\"$\",\"code\",\"1\",{\"children\":[\"max_tokens\"]}],\" value without using the \",[\"$\",\"$L4a\",\"3\",{\"href\":\"/docs/en/build-with-claude/streaming\",\"children\":[\"streaming Messages API\"]}],\"\\nor \",[\"$\",\"$L4a\",\"5\",{\"href\":\"/docs/en/api/messages/batches/create\",\"children\":[\"Message Batches API\"]}],\":\"]}]\n66:[\"$\",\"ul\",\"50\",{\"children\":[\"\\n\",[\"$\",\"li\",\"1\",{\"children\":[\"Some networks may drop idle connections after a variable period of time, which\\ncan cause the request to fail or time out without receiving a response from Anthropic.\"]}],\"\\n\",[\"$\",\"li\",\"3\",{\"children\":[\"Networks differ in reliability. The \",[\"$\",\"$L4a\",\"1\",{\"href\":\"/docs/en/api/messages/batches/create\",\"children\":[\"Message Batches API\"]}],\" can help you\\nmanage the risk of network issues by allowing you to poll for results rather than requiring an uninterrupted network connection.\"]}],\"\\n\"]}]\n67:[\"$\",\"p\",\"52\",{\"children\":[\"If you are building a direct API integration, setting a \",[\"$\",\"$L4a\",\"1\",{\"href\":\"https://tldp.org/HOWTO/TCP-Keepalive-HOWTO/programming.html\",\"children\":[\"TCP socket keep-alive\"]}],\" can reduce the impact of idle connection timeouts on some networks.\"]}]\n68:[\"$\",\"p\",\"54\",{\"children\":[\"The \",[\"$\",\"$L4a\",\"1\",{\"href\":\"/docs/en/cli-sdks-libraries/overview\",\"children\":[\"SDKs\"]}],\" validate that your non-streaming Messages API requests are not expected to exceed a 10-minute timeout. They also set a socket option for TCP keep-alive.\"]}]\n69:[\"$\",\"p\",\"56\",{\"children\":[\"If you don't need to process events incrementally, the SDKs can consume the stream for you and return the complete \",[\"$\",\"code\",\"1\",{\"children\":[\"Message\"]}],\" object, identical to what a non-streaming call returns:\"]}]\na3:T640,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#6E7781;--shiki-dark:#6A9955\"\u003e# The CLI streams events; --format jsonl emits one event per line\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#DCDCAA\"\u003eant\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e messages\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e create\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e --stream\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e --format\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e jsonl\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e \u0026#x3C;\u0026#x3C;\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e'YAML'\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003emodel: claude-sonnet-5\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003emax_tokens: 128000\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003emessages:\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e  - role: user\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e    content: Write a detailed analysis...\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003eYAML\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003ea4:Tdc2,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003eclient \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e anthropic.Anthropic()\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003ewith\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e client.messages.stream(\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e    max_tokens\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e128000\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e    messages\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e[{\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"role\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"user\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"content\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"Write a detailed analysis...\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e}],\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e    model\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"claude-sonnet-5\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e) \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003eas\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e stream:\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e    message \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e stream.get_final_message()\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#DCDCAA\"\u003eprint\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#DCDCAA\"\u003enext\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(block.text \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003efor\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e block \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003ein\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e message.content \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003eif\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e block.type \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e==\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"text\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e))\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003e6a:[\"$\",\"$L97\",\"58\",{\"children\":[[\"$\",\"$L95\",\"0\",{\"wrap\":false,\"language\":\"bash\",\"label\":\"cURL\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"\u003cpre class=\\\"shiki shiki-themes github-light-default dark-plus\\\" style=\\\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\\\"\u003e\u003ccode\u003e\u003cspan class=\\\"line\\\"\u003e\u003cspan style=\\\"--shiki-light:#6E7781;--shiki-dark:#6A9955\\\"\u003e# Raw SSE output requires handling events; there is no single-command way\u003c/span\u003e\u003c/span\u003e\\n\u003cspan class=\\\"line\\\"\u003e\u003cspan style=\\\"--shiki-light:#6E7781;--shiki-dark:#6A9955\\\"\u003e# to accumulate the final message with curl. Use the SDK examples instead.\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003e\"}}]}],[\"$\",\"$L95\",\"1\",{\"wrap\":false,\"language\":\"bash\",\"label\":\"CLI\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$a3\"}}]}],[\"$\",\"$L95\",\"2\",{\"wrap\":false,\"language\":\"python\",\"label\":\"Python\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$a4\"}}]}],\"$La5\",\"$La6\",\"$La7\",\"$La8\",\"$La9\",\"$Laa\"]}]\n6b:[\"$\",\"p\",\"60\",{\"children\":[\"See \",[\"$\",\"$L4a\",\"1\",{\"href\":\"/docs/en/build-with-claude/streaming#get-the-final-message-without-handling-events\",\"children\":[\"Streaming Messages\"]}],\" for more details.\"]}]\n6c:[\"$\",\"$L49\",\"62\",{\"level\":2,\"slug\":\"common-validation-errors\",\"children\":[\"Common validation errors\"]}]\n6d:[\"$\",\"$L49\",\"64\",{\"level\":3,\"slug\":\"prefill-not-supported\",\"children\":[\"Prefill not supported\"]}]\n6e:[\"$\",\"p\",\"66\",{\"children\":[\"Claude 4.6 and later models and \",[\"$\",\"$L4a\",\"1\",{\"href\":\"https://anthropic.com/glasswing\",\"children\":[\"Claude Mythos Preview\"]}],\" do not support prefilling assistant messages. Sending a request with a prefilled last assistant message to any of these models returns a 400 \",[\"$\",\"code\",\"3\",{\"children\":[\"invalid_request_error\"]}],\":\"]}]\nab:T637,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e{\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#116329;--shiki-dark:#9CDCFE\"\u003e  \"type\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"error\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#116329;--shiki-dark:#9CDCFE\"\u003e  \"error\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: {\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#116329;--shiki-dark:#9CDCFE\"\u003e    \"type\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"invalid_request_error\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#116329;--shiki-dark:#9CDCFE\"\u003e    \"message\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"This model does not support assistant message prefill. The conversation must end with a user message.\"\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e  }\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e}\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003e6f:[\"$\",\"$L95\",\"68\",{\"wrap\":false,\"language\":\"json\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$ab\"}}]}]\n70:[\"$\",\"p\",\"70\",{\"children\":[\"Use \",[\"$\",\"$L4a\",\"1\",{\"href\":\"/docs/en/build-with-claude/structured-outputs\",\"children\":[\"structured outputs\"]}],\" on models that support it, system prompt instructions, or \",[\"$\",\"$L4a\",\"3\",{\"href\":\"/docs/en/build-with-claude/structured-outputs#json-outputs\",\"children\":[[\"$\",\"code\",\"0\",{\"children\":[\"output_config.format\"]}]]}],\" instead.\"]}]\n71:[\"$\",\"$L49\",\"72\",{\"level\":3,\"slug\":\"thinking-blocks-cannot-be-modified\",\"children\":[\"Thinking blocks cannot be modified\"]}]\n72:[\"$\",\"p\",\"74\",{\"children\":[\"If the most recent assistant message contains \",[\"$\",\"code\",\"1\",{\"children\":[\"thinking\"]}],\" or \",[\"$\",\"code\",\"3\",{\"children\":[\"redacted_thinking\"]}],\" blocks that were edited, reordered, filtered out, or reconstructed before being sent back to the API, the request returns a 400 \",[\"$\",\"code\",\"5\",{\"children\":[\"invalid_request_error\"]}],\". The error message starts with the position of the offending block (for example, \",[\"$\",\"code\",\"7\",{\"children\":[\"messages.1.content.0\"]}],\") and contains:\"]}]\n73:[\"$\",\"$L95\",\"76\",{\"wrap\":true,\"language\":\"text\",\"children\":[\"$\",\"pre\",null,{\"className\":\"block w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"children\":[\"$\",\"code\",null,{\"children\":\"`thinking` or `redacted_thinking` blocks in the latest assistant message cannot be modified. These blocks must remain as they were in the original response.\"}]}]}]\n74:[\"$\",\"p\",\"78\",{\"children\":[\"With tool use, every \",[\"$\",\"code\",\"1\",{\"children\":[\"thinking\"]}],\" and \",[\"$\",\"code\",\"3\",{\"children\":[\"redacted_thinking\"]}],\" block from the assistant turn must be passed back exactly as received, including blocks whose \",[\"$\",\"code\",\"5\",{\"children\":[\"thinking\"]}],\" field is empty. Pass thinking blocks back unchanged, and if your application filters content blocks by type before resending, include both \",[\"$\",\"code\",\"7\",{\"children\":[\"thinking\"]}],\" and \",[\"$\",\"code\",\"9\",{\"children\":[\"redacted_thinking\"]}],\". See \",[\"$\",\"$L4a\",\"11\",{\"href\":\"/docs/en/build-with-claude/thinking-troubleshooting#error-thinking-blocks-modified\",\"children\":[\"Troubleshooting thinking\"]}],\", \",[\"$\",\"$L4a\",\"13\",{\"href\":\"/docs/en/build-with-claude/thinking#preserving-thinking-blocks\",\"children\":[\"Preserving thinking blocks\"]}],\", and \",[\"$\",\"$L4a\",\"15\",{\"href\":\"/docs/en/build-with-claude/thinking#preserved-thinking\",\"children\":[\"Preserved thinking\"]}],\".\"]}]\n75:[\"$\",\"$L49\",\"80\",{\"level\":3,\"slug\":\"extended-thinking-not-supported\",\"children\":[\"Extended thinking not supported\"]}]\n76:[\"$\",\"p\",\"82\",{\"children\":[\"Claude 4.7 and later models have removed extended thinking. Sending \",[\"$\",\"code\",\"1\",{\"children\":[\"thinking: {\\\"type\\\": \\\"enabled\\\"}\"]}],\" to any of these models returns a 400 \",[\"$\",\"code\",\"3\",{\"children\":[\"invalid_request_error\"]}],\":\"]}]\n77:[\"$\",\"$L95\",\"84\",{\"wrap\":true,\"language\":\"text\",\"children\":[\"$\",\"pre\",null,{\"className\":\"block w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"children\":[\"$\",\"code\",null,{\"children\":\"\\\"thinking.type.enabled\\\" is not supported for this model. Use \\\"thinking.type.adaptive\\\" and \\\"output_config.effort\\\" to control thinking behavior.\"}]}]}]\n78:[\"$\",\"p\",\"86\",{\"children\":[\"Use \",[\"$\",\"$L4a\",\"1\",{\"href\":\"/docs/en/build-with-claude/thinking\",\"children\":[\"adaptive thinking\"]}],\" instead. \",[\"$\",\"$L4a\",\"3\",{\"href\":\"/docs/en/build-with-claude/extended-thinking#migrating-to-adaptive-thinking\",\"children\":[\"Migrating to adaptive thinking\"]}],\" shows the parameter mapping, and \",[\"$\",\"$L4a\",\"5\",{\"href\":\"/docs/en/build-with-claude/thinking-troubleshooting#error-thinking-type-enabled\",\"children\":[\"Troubleshooting thinking\"]}],\" covers the symptom-first fix.\"]}]\n79:[\"$\",\"$L49\",\"88\",{\"level\":3,\"slug\":\"adaptive-thinking-not-supported\",\"children\":[\"Adaptive thinking not supported\"]}]\n7a:[\"$\",\"p\",\"90\",{\"children\":[\"Models that support only extended thinking (Claude 4.5 and earlier models) reject \",[\"$\",\"code\",\"1\",{\"children\":[\"thinking: {\\\"type\\\": \\\"adaptive\\\"}\"]}],\" with a 400 \",[\"$\",\"code\",\"3\",{\"children\":[\"invalid_request_error\"]}],\":\"]}]\n7b:[\"$\",\"$L95\",\"92\",{\"wrap\":true,\"language\":\"text\",\"children\":[\"$\",\"pre\",null,{\"className\":\"block w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"children\":[\"$\",\"code\",null,{\"children\":\"adaptive thinking is not supported on this model\"}]}]}]\n7c:[\"$\",\"p\",\"94\",{\"children\":[\"Use \",[\"$\",\"code\",\"1\",{\"children\":[\"thinking: {\\\"type\\\": \\\"enabled\\\", \\\"budget_tokens\\\": N}\"]}],\" on these models; see \",[\"$\",\"$L4a\",\"3\",{\"href\":\"/docs/en/build-with-claude/extended-thinking\",\"children\":[\"Extended thinking\"]}],\" for the configuration and \",[\"$\",\"$L4a\",\"5\",{\"href\":\"/docs/en/build-with-claude/thinking-troubleshooting#error-thinking-type-adaptive\",\"children\":[\"Troubleshooting thinking\"]}],\" for the symptom-first fix.\"]}]\n7d:[\"$\",\"$L49\",\"96\",{\"level\":3,\"slug\":\"thinking-cannot-be-disabled\",\"children\":[\"Thinking cannot be disabled\"]}]\n7e:[\"$\",\"p\",\"98\",{\"children\":[\"On Claude Fable 5.1, \",[\"$\",\"$L4a\",\"1\",{\"href\":\"https://anthropic.com/glasswing\",\"children\":[\"Claude Mythos 5.1\"]}],\", Claude Fable 5, \",[\"$\",\"$L4a\",\"3\",{\"href\":\"https://anthropic.com/glasswing\",\"children\":[\"Claude Mythos 5\"]}],\", and \",[\"$\",\"$L4a\",\"5\",{\"href\":\"https://anthropic.com/glasswing\",\"children\":[\"Claude Mythos Preview\"]}],\", thinking is always on. Sending \",[\"$\",\"code\",\"7\",{\"children\":[\"thinking: {\\\"type\\\": \\\"disabled\\\"}\"]}],\" to any of these models returns a 400 \",[\"$\",\"code\",\"9\",{\"children\":[\"invalid_request_error\"]}],\":\"]}]\n7f:[\"$\",\"$L95\",\"100\",{\"wrap\":true,\"language\":\"text\",\"children\":[\"$\",\"pre\",null,{\"className\":\"block w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"children\":[\"$\",\"code\",null,{\"children\":\"\\\"thinking.type.disabled\\\" is not supported for this model. Thinking defaults to adaptive mode when not specified; use \\\"thinking.type.enabled\\\" with \\\"budget_tokens\\\" for extended thinking.\"}]}]}]\n80:[\"$\",\"p\",\"102\",{\"children\":[\"On Claude Fable 5.1, Claude Mythos 5.1, Claude Fable 5, and Claude Mythos 5, the error message's own suggestion of \",[\"$\",\"code\",\"1\",{\"children\":[\"\\\"thinking.type.enabled\\\"\"]}],\" is also rejected. Omit the \",[\"$\",\"code\",\"3\",{\"children\":[\"thinking\"]}],\" parameter and the request runs with adaptive thinking. To keep thinking content out of responses without turning thinking off, set \",[\"$\",\"code\",\"5\",{\"children\":[\"display: \\\"omitted\\\"\"]}],\" on the thinking configuration. See \",[\"$\",\"$L4a\",\"7\",{\"href\":\"/docs/en/build-with-claude/thinking-troubleshooting#error-thinking-type-disabled\",\"children\":[\"Troubleshooting thinking\"]}],\".\"]}]\n81:[\"$\",\"$L49\",\"104\",{\"level\":3,\"slug\":\"forced-tool-use-not-supported\",\"children\":[\"Forced tool use not supported\"]}]\n82:[\"$\",\"p\",\"106\",{\"children\":[\"Claude Fable 5.1 and \",[\"$\",\"$L4a\",\"1\",{\"href\":\"https://anthropic.com/glasswing\",\"children\":[\"Claude Mythos 5.1\"]}],\" don't support forced tool use. Sending \",[\"$\",\"code\",\"3\",{\"children\":[\"tool_choice: {\\\"type\\\": \\\"any\\\"}\"]}],\" or \",[\"$\",\"code\",\"5\",{\"children\":[\"tool_choice: {\\\"type\\\": \\\"tool\\\", \\\"name\\\": \\\"...\\\"}\"]}],\" to either model, including on the \",[\"$\",\"$L4a\",\"7\",{\"href\":\"/docs/en/build-with-claude/token-counting\",\"children\":[\"token counting endpoint\"]}],\", returns a 400 \",[\"$\",\"code\",\"9\",{\"children\":[\"invalid_request_error\"]}],\":\"]}]\n83:[\"$\",\"$L95\",\"108\",{\"wrap\":true,\"language\":\"text\",\"children\":[\"$\",\"pre\",null,{\"className\":\"block w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"children\":[\"$\",\"code\",null,{\"children\":\"tool_choice: type \\\"tool\\\" and \\\"any\\\" are not supported for this model.\"}]}]}]\n84:[\"$\",\"p\",\"110\",{\"children\":[[\"$\",\"code\",\"0\",{\"children\":[\"tool_choice: {\\\"type\\\": \\\"auto\\\"}\"]}],\" (the default) and \",[\"$\",\"code\",\"2\",{\"children\":[\"{\\\"type\\\": \\\"none\\\"}\"]}],\" are accepted. Use \",[\"$\",\"code\",\"4\",{\"children\":[\"auto\"]}],\" with \",[\"$\",\"$L4a\",\"6\",{\"href\":\"/docs/en/agents-and-tools/tool-use/strict-tool-use\",\"children\":[\"strict tool use\"]}],\" to keep tool inputs schema-valid, or \",[\"$\",\"$L4a\",\"8\",{\"href\":\"/docs/en/build-with-claude/structured-outputs\",\"children\":[\"structured outputs\"]}],\" when you need the response itself in a fixed JSON shape. See \",[\"$\",\"$L4a\",\"10\",{\"href\":\"/docs/en/agents-and-tools/tool-use/define-tools#forcing-tool-use\",\"children\":[\"Forcing tool use\"]}],\".\"]}]\n85:[\"$\",\"$L49\",\"112\",{\"level\":3,\"slug\":\"thinking-block-conversation-mismatch\",\"children\":[\"Thinking block no longer matches the conversation\"]}]\n86:[\"$\",\"p\",\"114\",{\"children\":[\"On Claude Fable 5.1, the API accepts a replayed thinking block only while the \",[\"$\",\"code\",\"1\",{\"children\":[\"system\"]}],\" prompt, \",[\"$\",\"code\",\"3\",{\"children\":[\"tools\"]}],\", and messages that preceded it are unchanged. For new accounts created on or after August 31, 2026, and for any request that sets \",[\"$\",\"code\",\"5\",{\"children\":[\"thinking.block_binding.prefix_mismatch_behavior\"]}],\" to \",[\"$\",\"code\",\"7\",{\"children\":[\"\\\"error\\\"\"]}],\", a replayed block whose earlier history changed is rejected with a 400 \",[\"$\",\"code\",\"9\",{\"children\":[\"invalid_request_error\"]}],\" (with \",[\"$\",\"code\",\"11\",{\"children\":[\"\\\"drop_block\\\"\"]}],\", the API drops the block and the request succeeds). The message starts with the position of the first failing block:\"]}]\n87:[\"$\",\"$L95\",\"116\",{\"wrap\":true,\"language\":\"text\",\"children\":[\"$\",\"pre\",null,{\"className\":\"block w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"children\":[\"$\",\"code\",null,{\"children\":\"messages.{i}.content.{j}: Invalid `signature` in `thinking` block. The block is bound to a different conversation. Remove the block, or set `thinking.block_binding.prefix_mismatch_behavior` to \\\"drop_block\\\".\"}]}]}]\n88:[\"$\",\"p\",\"118\",{\"children\":[\"Without the \",[\"$\",\"code\",\"1\",{\"children\":[\"thinking-binding-controls-2026-08-01\"]}],\" beta header the message also names that header. Keep the conversation history append-only, or send the beta header with \",[\"$\",\"code\",\"3\",{\"children\":[\"prefix_mismatch_behavior: \\\"drop_block\\\"\"]}],\" to drop the block and continue. A block from a model the target model can't read is dropped rather than rejected. See \",[\"$\",\"$L4a\",\"5\",{\"href\":\"/docs/en/build-with-claude/thinking#preserved-in-conversation\",\"children\":[\"Preserved thinking\"]}],\" and \",[\"$\",\"$L4a\",\"7\",{\"href\":\"/docs/en/build-with-claude/thinking-troubleshooting#error-thinking-block-signature\",\"children\":[\"Troubleshooting thinking\"]}],\".\"]}]\n89:[\"$\",\"p\",\"120\",{\"children\":[\"Sending \",[\"$\",\"code\",\"1\",{\"children\":[\"thinking.block_binding\"]}],\" without the \",[\"$\",\"code\",\"3\",{\"children\":[\"thinking-binding-controls-2026-08-01\"]}],\" \",[\"$\",\"$L4a\",\"5\",{\"href\":\"/docs/en/api/beta-headers\",\"children\":[\"beta header\"]}],\" returns a 400 \",[\"$\",\"code\",\"7\",{\"children\":[\"invalid_request_error\"]}],\" whose message ends in:\"]}]\n8a:[\"$\",\"$L95\",\"122\",{\"wrap\":true,\"language\":\"text\",\"children\":[\"$\",\"pre\",null,{\"className\":\"block w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"children\":[\"$\",\"code\",null,{\"children\":\"block_binding: Extra inputs are not permitted\"}]}]}]\n8b:[\"$\",\"p\",\"124\",{\"children\":[\"Add the header, or remove the field.\"]}]\n8c:[\"$\",\"$L49\",\"126\",{\"level\":3,\"slug\":\"outbound-web-identity-federation-disabled-claude-platform-on-aws\",\"children\":[\"Outbound web identity federation disabled (Claude Platform on AWS)\"]}]\n8d:[\"$\",\"p\",\"128\",{\"children\":[\"If every request to \",[\"$\",\"$L4a\",\"1\",{\"href\":\"/docs/en/build-with-claude/claude-platform-on-aws\",\"children\":[\"Claude Platform on AWS\"]}],\" returns \",[\"$\",\"code\",\"3\",{\"children\":[\"\\\"Outbound web identity federation is disabled for your account\\\"\"]}],\", run \",[\"$\",\"code\",\"5\",{\"children\":[\"aws iam enable-outbound-web-identity-federation\"]}],\" once per AWS account. See \",[\"$\",\"$L4a\",\"7\",{\"href\":\"/docs/en/build-with-claude/claude-platform-on-aws#enable-outbound-web-identity-federation\",\"children\":[\"Enable outbound web identity federation\"]}],\" for details.\"]}]\n8e:[\"$\",\"$L49\",\"130\",{\"level\":2,\"slug\":\"next-steps\",\"children\":[\"Next steps\"]}]\n8f:[\"$\",\"div\",\"132\",{\"className\":\"prose-block grid gap-md [\u0026\u003e*]:m-0 grid-cols-1 md:grid-cols-2 lg:grid-cols-3\",\"children\":[[\"$\",\"$Lac\",\"0\",{\"className\":\"prose-block\",\"id\":\"$undefined\",\"children\":[\"$\",\"div\",null,{\"className\":\"flex flex-col items-start gap-md\",\"children\":[[\"$\",\"div\",null,{\"data-not-prose\":true,\"children\":[\"$\",\"$Lad\",null,{\"name\":\"Wrench\",\"customSize\":24,\"className\":\"text-secondary\",\"style\":\"$undefined\"}]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col gap-xs\",\"children\":[[\"$\",\"div\",null,{\"data-not-prose\":true,\"className\":\"flex items-center gap-xs text-body font-medium text-primary\",\"children\":[[\"$\",\"$Lae\",null,{\"href\":\"/docs/en/build-with-claude/thinking-troubleshooting\",\"newTab\":false,\"children\":\"Troubleshooting thinking\"}],false]}],[\"$\",\"$L46\",null,{\"size\":\"inherit\",\"className\":\"line-clamp-2 text-body break-words text-secondary\",\"children\":[[\"$\",\"p\",\"0\",{\"children\":[\"Symptom-first fixes for thinking configuration 400 errors, empty thinking blocks, and \",[\"$\",\"code\",\"1\",{\"children\":[\"max_tokens\"]}],\" stops.\"]}]]}]]}]]}]}],[\"$\",\"$Lac\",\"1\",{\"className\":\"prose-block\",\"id\":\"$undefined\",\"children\":[\"$\",\"div\",null,{\"className\":\"flex flex-col items-start gap-md\",\"children\":[[\"$\",\"div\",null,{\"data-not-prose\":true,\"children\":[\"$\",\"$Lad\",null,{\"name\":\"Capacity\",\"customSize\":24,\"className\":\"text-secondary\",\"style\":\"$undefined\"}]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col gap-xs\",\"children\":[[\"$\",\"div\",null,{\"data-not-prose\":true,\"className\":\"flex items-center gap-xs text-body font-medium text-primary\",\"children\":[[\"$\",\"$Lae\",null,{\"href\":\"/docs/en/api/rate-limits\",\"newTab\":false,\"children\":\"Rate limits\"}],false]}],[\"$\",\"$L46\",null,{\"size\":\"inherit\",\"className\":\"line-clamp-2 text-body break-words text-secondary\",\"children\":[[\"$\",\"p\",\"0\",{\"children\":[\"To mitigate misuse and manage capacity on the API, limits are in place on how much an organization can use the Claude API.\"]}]]}]]}]]}]}],[\"$\",\"$Lac\",\"2\",{\"className\":\"prose-block\",\"id\":\"$undefined\",\"children\":[\"$\",\"div\",null,{\"className\":\"flex flex-col items-start gap-md\",\"children\":[[\"$\",\"div\",null,{\"data-not-prose\":true,\"children\":[\"$\",\"$Lad\",null,{\"name\":\"Lightning\",\"customSize\":24,\"className\":\"text-secondary\",\"style\":\"$undefined\"}]}],[\"$\",\"div\",null,{\"className\":\"flex flex-col gap-xs\",\"children\":[[\"$\",\"div\",null,{\"data-not-prose\":true,\"className\":\"flex items-center gap-xs text-body font-medium text-primary\",\"children\":[[\"$\",\"$Lae\",null,{\"href\":\"/docs/en/build-with-claude/streaming\",\"newTab\":false,\"children\":\"Streaming messages\"}],false]}],[\"$\",\"$L46\",null,{\"size\":\"inherit\",\"className\":\"line-clamp-2 text-body break-words text-secondary\",\"children\":[[\"$\",\"p\",\"0\",{\"children\":[\"Stream Messages API responses incrementally with server-sent events, including text, tool use, and extended thinking deltas.\"]}]]}]]}]]}]}]]}]\n90:[\"$\",\"$Laf\",null,{}]\n91:[\"$\",\"$Lb0\",null,{\"headings\":[{\"id\":\"http-errors\",\"text\":\"HTTP errors\",\"level\":2},{\"id\":\"request-size-limits\",\"text\":\"Request size limits\",\"level\":2},{\"id\":\"error-shapes\",\"text\":\"Error shapes\",\"level\":2},{\"id\":\"sdk-error-types\",\"text\":\"SDK error types\",\"level\":2},{\"id\":\"request-id\",\"text\":\"Request ID\",\"level\":2},{\"id\":\"long-requests\",\"text\":\"Long requests\",\"level\":2},{\"id\":\"common-validation-errors\",\"text\":\"Common validation errors\",\"level\":2},{\"id\":\"prefill-not-supported\",\"text\":\"Prefill not supported\",\"level\":3},{\"id\":\"thinking-blocks-cannot-be-modified\",\"text\":\"Thinking blocks cannot be modified\",\"level\":3},{\"id\":\"extended-thinking-not-supported\",\"text\":\"Extended thinking not supported\",\"level\":3},{\"id\":\"adaptive-thinking-not-supported\",\"text\":\"Adaptive thinking not supported\",\"level\":3},{\"id\":\"thinking-cannot-be-disabled\",\"text\":\"Thinking cannot be disabled\",\"level\":3},{\"id\":\"forced-tool-use-not-supported\",\"text\":\"Forced tool use not supported\",\"level\":3},{\"id\":\"thinking-block-conversation-mismatch\",\"text\":\"Thinking block no longer matches the conversation\",\"level\":3},{\"id\":\"outbound-web-identity-federation-disabled-claude-platform-on-aws\",\"text\":\"Outbound web identity federation disabled (Claude Platform on AWS)\",\"level\":3},{\"id\":\"next-steps\",\"text\":\"Next steps\",\"level\":2}]}]\n92:[\"$\",\"$Lb1\",null,{\"headings\":\"$91:props:headings\",\"title\":\"Claude API errors\"}]\n93:[\"$\",\"$Lb2\",null,{}]\nb3:Tb2c,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003eclient \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e anthropic.Anthropic()\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003emessage \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e client.messages.create(\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e    model\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"claude-sonnet-5\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e    max_tokens\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e1024\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e    messages\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e[{\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"role\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"user\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"content\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"Hello, Claude\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e}],\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#DCDCAA\"\u003eprint\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003ef\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"Request ID: \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e{\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003emessage._request_id\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e}\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003e9a:[\"$\",\"$L95\",\"2\",{\"wrap\":false,\"language\":\"python\",\"label\":\"Python\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$b3\"}}]}]\nb4:Tcbb,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003econst\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4FC1FF\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e new\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003e Anthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e();\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003econst\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4FC1FF\"\u003e message\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003e await\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003emessages\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ecreate\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e({\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e  model:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"claude-sonnet-5\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e  max_tokens:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e 1024\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e  messages:\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e [{ \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003erole:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"user\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003econtent:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"Hello, Claude\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e }]\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e});\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003econsole\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003elog\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"Request ID:\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003emessage\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e_request_id\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e);\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003e9b:[\"$\",\"$L95\",\"3\",{\"wrap\":false,\"language\":\"typescript\",\"label\":\"TypeScript\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$b4\"}}]}]\nb5:T119e,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003eAnthropicClient\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e new\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e();\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003eusing\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e var\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e response\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e await\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eWithRawResponse\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eMessages\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eCreate\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003enew\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003e MessageCreateParams\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e{\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e    Model\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e Model\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eClaudeSonnet5\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e    MaxTokens\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e 1024\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e    Messages\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e [\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003enew\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e() { \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eRole\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e Role\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eUser\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eContent\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"Hello, Claude\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e }]\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e});\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eConsole\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eWriteLine\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e$\"Request ID: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#f3f7f6\"\u003e{\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eresponse\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eRequestID\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#f3f7f6\"\u003e}\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e);\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003e9c:[\"$\",\"$L95\",\"4\",{\"wrap\":false,\"language\":\"csharp\",\"label\":\"C#\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$b5\"}}]}]\nb6:T1af7,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eclient\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e :=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e anthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eNewClient\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e()\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003evar\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e response\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e *\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003ehttp\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003eResponse\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e_\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eerr\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e :=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eMessages\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eNew\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e\tcontext\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eBackground\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(),\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003e\tanthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003eMessageNewParams\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e{\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e\t\tModel\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e:     \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eanthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eModelClaudeSonnet5\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e\t\tMaxTokens\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e1024\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e\t\tMessages\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: []\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003eanthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003eMessageParam\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e{\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e\t\t\tanthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eNewUserMessage\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eanthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eNewTextBlock\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"Hello, Claude\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)),\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e\t\t},\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e\t},\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e\toption\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eWithResponseInto\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e\u0026#x26;\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eresponse\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e),\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003eif\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e err\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e !=\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e nil\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e {\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003e\tpanic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eerr\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e}\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003efmt\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ePrintln\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"Request ID:\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eresponse\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eHeader\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eGet\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"request-id\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e))\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003e9d:[\"$\",\"$L95\",\"5\",{\"wrap\":false,\"language\":\"go\",\"label\":\"Go\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$b6\"}}]}]\nb7:T1894,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003eimport\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e com.anthropic.client.AnthropicClient;\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003eimport\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e com.anthropic.client.okhttp.AnthropicOkHttpClient;\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003eimport\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e com.anthropic.core.http.HttpResponseFor;\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003eimport\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e com.anthropic.models.messages.Message;\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003eimport\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e com.anthropic.models.messages.MessageCreateParams;\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003eimport\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e com.anthropic.models.messages.Model;\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#4EC9B0\"\u003evoid\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003e main\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e() {\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#4EC9B0\"\u003e    AnthropicClient\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e AnthropicOkHttpClient\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003efromEnv\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e();\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#4EC9B0\"\u003e    HttpResponseFor\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#f3f7f6\"\u003e\u0026#x3C;\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#4EC9B0\"\u003eMessage\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#f3f7f6\"\u003e\u003e \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eresponse\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003emessages\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e().\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ewithRawResponse\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e().\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ecreate\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e        MessageCreateParams\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ebuilder\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e()\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e            .\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003emodel\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eModel\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eCLAUDE_SONNET_5\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e            .\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003emaxTokens\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e1024\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e            .\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eaddUserMessage\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"Hello, Claude\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e            .\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ebuild\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e()\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e    );\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e    IO\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eprintln\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"Request ID: \"\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e +\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e response\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003erequestId\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e().\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eorElse\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003enull\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e));\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e}\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003e9e:[\"$\",\"$L95\",\"6\",{\"wrap\":false,\"language\":\"java\",\"label\":\"Java\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$b7\"}}]}]\nb8:Tedd,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e$client\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e new\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4EC9B0\"\u003e Client\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e();\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e$response\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e $client\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e-\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003emessages\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e-\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eraw\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e-\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ecreate\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e([\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e    'model'\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e 'claude-sonnet-5'\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e    'maxTokens'\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e 1024\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e    'messages'\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e [[\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e'role'\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e 'user'\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e'content'\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e 'Hello, Claude'\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e]],\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e]);\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#DCDCAA\"\u003eecho\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e 'Request ID: '\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e .\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e $response\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e-\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003egetHeaderLine\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e'request-id'\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e) \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#D7BA7D\"\u003e\\n\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e;\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003e9f:[\"$\",\"$L95\",\"7\",{\"wrap\":false,\"language\":\"php\",\"label\":\"PHP\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$b8\"}}]}]\nb9:T1678,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003eclient\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4EC9B0\"\u003e Anthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#4EC9B0\"\u003e::\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4EC9B0\"\u003eClient\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003enew\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#6E7781;--shiki-dark:#6A9955\"\u003e# Read response headers in per-request middleware, which receives the\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#6E7781;--shiki-dark:#6A9955\"\u003e# raw HTTP response before the SDK parses it\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003erequest_id\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e nil\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003eread_request_id\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#DCDCAA\"\u003e lambda\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003e do\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e |\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003erequest\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003ecall_next\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e|\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e  response\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e call_next.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ecall\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(request)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#6E7781;--shiki-dark:#6A9955\"\u003e  # Keys in response.headers are lowercase\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e  request_id\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e response.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eheaders\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e[\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"request-id\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e]\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e  response\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003eend\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003eclient.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003emessages\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ecreate\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e  model:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4EC9B0\"\u003e Anthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#4EC9B0\"\u003e::\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4EC9B0\"\u003eModel\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#4EC9B0\"\u003e::\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4FC1FF\"\u003eCLAUDE_SONNET_5\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e  max_tokens:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e 1024\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e  messages:\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e [{ \u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003erole:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"user\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003econtent:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"Hello, Claude\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e }],\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e  request_options:\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e { \u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003emiddleware:\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e [read_request_id] }\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#DCDCAA\"\u003eputs\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"Request ID: \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e#{\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#f3f7f6\"\u003erequest_id\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e}\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003ea0:[\"$\",\"$L95\",\"8\",{\"wrap\":false,\"language\":\"ruby\",\"label\":\"Ruby\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$b9\"}}]}]\nba:T11c4,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003efrom\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e anthropic \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003eimport\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e AnthropicAWS\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003eclient \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e AnthropicAWS(\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003eaws_region\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"us-west-2\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003eresponse \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e client.messages.with_raw_response.create(\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e    model\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"claude-opus-4-8\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e    max_tokens\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e1024\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e    messages\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e[{\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"role\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"user\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"content\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"Hello, Claude\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e}],\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#DCDCAA\"\u003eprint\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003ef\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"AWS request ID: \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e{\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003eresponse.headers.get(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e'x-amzn-requestid'\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e}\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003emessage \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e response.parse()\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#DCDCAA\"\u003eprint\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003ef\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"Anthropic request ID: \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e{\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003emessage._request_id\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e}\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003ea1:[\"$\",\"$L95\",\"9\",{\"wrap\":false,\"language\":\"python\",\"label\":\"Python (Claude Platform on AWS)\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$ba\"}}]}]\nbb:T1546,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003eimport\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e AnthropicAws\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003e from\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"@anthropic-ai/aws-sdk\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e;\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003econst\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4FC1FF\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e new\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003e AnthropicAws\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e({ \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eawsRegion:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"us-west-2\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e });\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003econst\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e { \u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003eresponse\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4FC1FF\"\u003eraw\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4FC1FF\"\u003erequest_id\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e } \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e=\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003e await\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003emessages\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e  .\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ecreate\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e({\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e    model:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"claude-opus-4-8\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e    max_tokens:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e 1024\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e    messages:\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e [{ \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003erole:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"user\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003econtent:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"Hello, Claude\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e }]\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e  })\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e  .\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ewithResponse\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e();\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003econsole\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003elog\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"AWS request ID:\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eraw\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eheaders\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eget\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"x-amzn-requestid\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e));\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003econsole\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003elog\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"Anthropic request ID:\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003erequest_id\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e);\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003ea2:[\"$\",\"$L95\",\"10\",{\"wrap\":false,\"language\":\"typescript\",\"label\":\"TypeScript (Claude Platform on AWS)\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$bb\"}}]}]\nbc:T1627,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003econst\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4FC1FF\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e new\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003e Anthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e();\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003econst\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4FC1FF\"\u003e stream\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003emessages\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003estream\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e({\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e  max_tokens:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e 128000\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e  messages:\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e [{ \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003erole:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"user\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003econtent:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"Write a detailed analysis...\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e }],\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e  model:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"claude-sonnet-5\"\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e});\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003econst\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4FC1FF\"\u003e message\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003e await\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e stream\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003efinalMessage\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e();\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003econst\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4FC1FF\"\u003e textBlock\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e message\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003econtent\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003efind\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e((\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003eblock\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e) \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e=\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e block\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003etype\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e ===\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"text\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e);\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003eif\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e (\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003etextBlock\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e \u0026#x26;\u0026#x26;\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e textBlock\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003etype\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e ===\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"text\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e) {\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e  console\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003elog\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003etextBlock\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003etext\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e);\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e}\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003ea5:[\"$\",\"$L95\",\"3\",{\"wrap\":false,\"language\":\"typescript\",\"label\":\"TypeScript\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$bc\"}}]}]\nbd:T1163,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003eAnthropicClient\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e new\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e();\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003evar\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e parameters\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e new\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003e MessageCreateParams\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e{\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e    Model\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e Model\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eClaudeSonnet5\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e    MaxTokens\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e 128000\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e    Messages\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e [\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003enew\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e() { \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eRole\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e Role\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eUser\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eContent\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"Write a detailed analysis...\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e }]\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e};\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003evar\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e message\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e await\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eMessages\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eCreateStreaming\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eparameters\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e).\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eAggregate\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e();\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eConsole\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eWriteLine\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003emessage\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e);\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003ea6:[\"$\",\"$L95\",\"4\",{\"wrap\":false,\"language\":\"csharp\",\"label\":\"C#\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$bd\"}}]}]\nbe:T298f,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eclient\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e :=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e anthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eNewClient\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e()\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003estream\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e :=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eMessages\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eNewStreaming\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003econtext\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eTODO\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(), \u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003eanthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003eMessageNewParams\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e{\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e\tModel\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e:     \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eanthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eModelClaudeSonnet5\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e\tMaxTokens\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e128000\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e\tMessages\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: []\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003eanthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003eMessageParam\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e{\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e\t\tanthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eNewUserMessage\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eanthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eNewTextBlock\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"Write a detailed analysis...\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)),\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e\t},\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e})\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003emessage\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e :=\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003e anthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003eMessage\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e{}\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003efor\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e stream\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eNext\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e() {\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e\tevent\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e :=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e stream\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eCurrent\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e()\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003e\tif\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e err\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e :=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e message\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eAccumulate\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eevent\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e); \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eerr\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e !=\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e nil\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e {\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e\t\tlog\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eFatal\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eerr\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e\t}\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e}\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003eif\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e err\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e :=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e stream\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eErr\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(); \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eerr\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e !=\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e nil\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e {\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e\tlog\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eFatal\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eerr\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e}\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003efor\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e _\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eblock\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e :=\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003e range\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e message\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eContent\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e {\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003e\tif\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e textBlock\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eok\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e :=\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e block\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eAsAny\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e().(\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003eanthropic\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#4EC9B0\"\u003eTextBlock\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e); \u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eok\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e {\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e\t\tfmt\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ePrintln\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003etextBlock\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eText\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003e\t\tbreak\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e\t}\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e}\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003ea7:[\"$\",\"$L95\",\"5\",{\"wrap\":false,\"language\":\"go\",\"label\":\"Go\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$be\"}}]}]\nbf:T253b,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003eimport\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e com.anthropic.client.AnthropicClient;\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003eimport\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e com.anthropic.client.okhttp.AnthropicOkHttpClient;\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003eimport\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e com.anthropic.helpers.MessageAccumulator;\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003eimport\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e com.anthropic.models.messages.ContentBlock;\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003eimport\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e com.anthropic.models.messages.Message;\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003eimport\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e com.anthropic.models.messages.MessageCreateParams;\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003eimport\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e com.anthropic.models.messages.Model;\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#4EC9B0\"\u003evoid\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003e main\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e() {\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#4EC9B0\"\u003e    AnthropicClient\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e AnthropicOkHttpClient\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003efromEnv\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e();\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#4EC9B0\"\u003e    MessageCreateParams\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e params\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e MessageCreateParams\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ebuilder\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e()\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e        .\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003emodel\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eModel\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003eCLAUDE_SONNET_5\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e        .\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003emaxTokens\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e128000L\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e        .\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eaddUserMessage\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e\"Write a detailed analysis...\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e        .\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ebuild\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e();\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#4EC9B0\"\u003e    MessageAccumulator\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e accumulator\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e MessageAccumulator\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ecreate\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e();\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003e    try\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e (\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003evar\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e streamResponse\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e client\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003emessages\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e().\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ecreateStreaming\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(params)) {\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e        streamResponse\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003estream\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e().\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eforEach\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(accumulator\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003e::\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003eaccumulate);\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e    }\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#4EC9B0\"\u003e    Message\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e message\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e accumulator\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003emessage\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e();\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e    message\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003econtent\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e().\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003estream\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e()\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e            .\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003efilter\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(ContentBlock\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003e::\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003eisText)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e            .\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003efindFirst\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e()\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e            .\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eflatMap\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(ContentBlock\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003e::\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003etext)\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e            .\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eifPresent\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(textBlock \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e-\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e IO\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eprintln\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003etextBlock\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003etext\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e()));\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e}\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003ea8:[\"$\",\"$L95\",\"6\",{\"wrap\":false,\"language\":\"java\",\"label\":\"Java\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$bf\"}}]}]\nc0:T18c3,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003euse\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#f3f7f6\"\u003e Anthropic\\Lib\\Streaming\\\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4EC9B0\"\u003eMessageAccumulator\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e;\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e$client\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e new\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4EC9B0\"\u003e Client\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e();\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e$stream\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e $client\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e-\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003emessages\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e-\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003ecreateStream\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e    model\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e'claude-sonnet-5'\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e    maxTokens\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: \u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e128000\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003e    messages\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e: [[\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e'role'\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e 'user'\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e'content'\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e 'Write a detailed analysis...'\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e]],\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e);\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e$accumulator\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e =\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#4EC9B0\"\u003e MessageAccumulator\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e::\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eforMessages\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e();\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#C586C0\"\u003eforeach\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e (\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e$stream\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e as\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e $event\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e) {\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e    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style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003e$accumulator\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e-\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003emessage\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e()\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e-\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003econtent\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003estatic\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#569CD6\"\u003e fn\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e 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style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e)\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e-\u003e\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#9CDCFE\"\u003etext\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e;\u003c/span\u003e\u003c/span\u003e\u003c/code\u003e\u003c/pre\u003ea9:[\"$\",\"$L95\",\"7\",{\"wrap\":false,\"language\":\"php\",\"label\":\"PHP\",\"children\":[\"$\",\"div\",null,{\"className\":\"inline-block min-w-full pr-4\",\"data-code-source\":\"\",\"translate\":\"no\",\"dangerouslySetInnerHTML\":{\"__html\":\"$c0\"}}]}]\nc1:Tcee,\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"--shiki-light:#1f2328;--shiki-dark:#f3f7f6;--shiki-light-bg:transparent;--shiki-dark-bg:transparent\"\u003e\u003ccode\u003e\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#953800;--shiki-dark:#9CDCFE\"\u003eclient\u003c/span\u003e\u003cspan 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style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003emessages\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003estream\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e(\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e  model:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"claude-sonnet-5\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e  max_tokens:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#B5CEA8\"\u003e 128000\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e,\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003e  messages:\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e [{ \u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003erole:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"user\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e, \u003c/span\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#569CD6\"\u003econtent:\u003c/span\u003e\u003cspan style=\"--shiki-light:#0A3069;--shiki-dark:#CE9178\"\u003e \"Write a detailed analysis...\"\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e }]\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e).\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003eaccumulated_message\u003c/span\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003c/span\u003e\n\u003cspan class=\"line\"\u003e\u003cspan style=\"--shiki-light:#0550AE;--shiki-dark:#DCDCAA\"\u003eputs\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e message.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003econtent\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003efind\u003c/span\u003e\u003cspan style=\"--shiki-light:#1F2328;--shiki-dark:#f3f7f6\"\u003e { it.\u003c/span\u003e\u003cspan style=\"--shiki-light:#8250DF;--shiki-dark:#DCDCAA\"\u003etype\u003c/span\u003e\u003cspan style=\"--shiki-light:#CF222E;--shiki-dark:#f3f7f6\"\u003e 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