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This will automatically use the environment variable VOYAGE_API_KEY. Claude Developer Platform · title build-with-claude/embeddings Automatically handles tool execution loop Claude Developer Platform · title cli-sdks-libraries/sdks/ruby Configure auto mode Claude Code CLI · title auto-mode-config Automate actions with hooks Claude Code CLI · title hooks-guide Automate work with routines Claude Code CLI · title routines How to Automate Publishing with GitHub Actions Model Context Protocol · title registry/github-actions glossary Claude Developer Platform · in the page about-claude/glossary …anguage models on a large unlabeled corpus of text. In Claude's case, autoregressive language models (such as Claude's underlying model) are pretrained to predict the next word, given the previous con… choosing-a-model Claude Developer Platform · in the page about-claude/models/choosing-a-model …ere accuracy outweighs cost considerations * Advanced coding and high-autonomy agentic work <Note> The [effort parameter](https://platform.claude.com/docs/en/build-with-claude/effort) defaults to `… Or, for the model with the same capabilities and no access approval requirement: Claude Developer Platform · in the page about-claude/models/migration-guide …anges beyond updating the model name are required. </Note> <Tip> **Automate your migration with the Claude API skill.** In Claude Code, run `/claude-api migrate` to invoke the bundled [Claude API s… optimizing-for-cost-and-intelligence Claude Developer Platform · in the page about-claude/models/optimizing-for-cost-and-intelligence …he duration instead. #### Turn on caching Setup takes little work. [Automatic caching](https://platform.claude.com/docs/en/build-with-claude/prompt-caching#automatic-caching) places breakpoints for… pricing Claude Developer Platform · in the page about-claude/pricing …ndard input price. There are two ways to enable prompt caching: * **Automatic caching:** Add a single `cache_control` field at the top level of your request. The system automatically manages cache b… content-moderation Claude Developer Platform · in the page about-claude/use-case-guides/content-moderation …the aggressiveness of your moderation. For example, you might want to automatically block user queries that are deemed high risk, while users with many medium risk queries are flagged for human review… customer-support-chat Claude Developer Platform · in the page about-claude/use-case-guides/customer-support-chat …are some key indicators that you should employ an LLM like Claude to automate portions of your customer support process: <AccordionGroup> <Accordion title="High volume of repetitive queries">… Create the full URL from the GitHub repository Claude Developer Platform · in the page about-claude/use-case-guides/legal-summarization …fficiency is crucial. </Accordion> <Accordion title="You require automated extraction of key metadata"> Claude can efficiently extract and categorize important metadata from legal documents,… Create an instance of the Claude API client Claude Developer Platform · in the page about-claude/use-case-guides/ticket-routing …explanations for its classification decisions, building trust in the automation system and facilitating easy adaptation if needed. </Accordion> <Accordion title="You want to handle edge cases an… claude-api-skill Claude Developer Platform · in the page agents-and-tools/agent-skills/claude-api-skill …ad. ## When the skill activates The skill activates in two ways: **Automatic activation** occurs when: * Your code imports an Anthropic SDK (`anthropic` for Python, `@anthropic-ai/sdk` for TypeScr… enterprise Claude Developer Platform · in the page agents-and-tools/agent-skills/enterprise …# Skill content scanning Claude Enterprise organizations can turn on automated security scanning for custom Skills in claude.ai and Claude Cowork. The feature is in beta. After you turn on **Skill an… PDF Processing Claude Developer Platform · in the page agents-and-tools/agent-skills/overview …etadata, and optional resources (scripts, templates) that Claude uses automatically when relevant. --- <Note> For how zero data retention (ZDR) applies to this feature, see [API and data retention]… quickstart Claude Developer Platform · in the page agents-and-tools/agent-skills/quickstart …code execution tool page. </Note> When you make this request, Claude automatically matches your task to the relevant Skill. Because you asked for a presentation, Claude determines the PowerPoint Skil… mcp-connector Claude Developer Platform · in the page agents-and-tools/mcp-connector …/agents-and-tools/tool-use/tool-runner), which handles tool execution automatically: <CodeGroup exclude="shell"> ```python Python from anthropic.lib.tools.mcp import async_mcp_tool from mcp imp… console Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/console …etches the tunnel token, and generates and registers a CA certificate automatically. Requires permission to manage federation rules, a registered OIDC issuer, and a federation rule with the `workspace… Edit docker-compose.yaml: increment the integer in the setup service's Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/deploy-compose …61d291961182ec3fe9c505e1dd02c8ac31b0 command: tunnel --no-autoupdate run --url http://localhost:8080 environment: - TUNNEL_TOKEN # Share the proxy's n… deploy-helm Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/deploy-helm …m install` blocks until it completes. On success Helm deletes the Job automatically. If `helm install` fails with a hook error, see [Setup component authentication failures](https://platform.claude.co… overview Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/overview …etches the tunnel token, and generates and registers a CA certificate automatically. Requires permission to manage federation rules, a registered OIDC issuer, and a federation rule with the `workspace… quickstart Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/quickstart …61d291961182ec3fe9c505e1dd02c8ac31b0 command: tunnel --no-autoupdate run --url http://localhost:8080 environment: - TUNNEL_TOKEN network_mode: "servic… reference Claude Developer Platform · in the page agents-and-tools/mcp-tunnels/reference …ols/mcp-tunnels/concepts#components) generates compliant certificates automatically. These requirements apply only if you issue certificates through your own PKI. ### CA certificate Upload with `POS… advisor-tool Claude Developer Platform · in the page agents-and-tools/tool-use/advisor-tool …ty. The server constructs the advisor's view from the full transcript automatically. Nothing the executor puts in `input` reaches the advisor. ### Result variants The `advisor_tool_result.content` f… bash-tool Claude Developer Platform · in the page agents-and-tools/tool-use/bash-tool …kflows:** Run build commands, tests, and development tools * **System automation:** Execute scripts, manage files, automate tasks * **Data processing:** Process files, run analysis scripts, manage dat… browser-use-tool Claude Developer Platform · in the page agents-and-tools/tool-use/browser-use-tool …mber-tools). Your application runs every call against its own browser automation; nothing runs on Anthropic's side. It isn't currently available in [Claude Managed Agents](https://platform.claude.com/… build-a-tool-using-agent Claude Developer Platform · in the page agents-and-tools/tool-use/build-a-tool-using-agent …max_tokens: 1024, tools: $tools, tool_choice: {type: "auto", disable_parallel_tool_use: true}, messages: [{role: "user", content: $msg}] }')") # When Claude calls a to… code-execution-tool Claude Developer Platform · in the page agents-and-tools/tool-use/code-execution-tool …runs, the API provisions the code execution it needs for the request automatically, so you don't add the code execution tool to your request for it. <Note> Reach out through the [feedback form](ht… computer-use-tool Claude Developer Platform · in the page agents-and-tools/tool-use/computer-use-tool …which provides screenshot capabilities and mouse/keyboard control for autonomous desktop interaction. The computer use tool is an Anthropic-defined [client toolset](https://platform.claude.com/docs/e… define-tools Claude Developer Platform · in the page agents-and-tools/tool-use/define-tools …ith the `tool_choice` parameter, there are four possible options: * `auto` allows Claude to decide whether to call any provided tools or not. This is the default value when `tools` are provided. * `a… fine-grained-tool-streaming Claude Developer Platform · in the page agents-and-tools/tool-use/fine-grained-tool-streaming …// the SDK's MessageContentAggregator can also accumulate tool input automatically. var toolInputs = new Dictionary<long, StringBuilder>(); await foreach (var streamEvent in client.Messages.Crea… handle-tool-calls Claude Developer Platform · in the page agents-and-tools/tool-use/handle-tool-calls …eply, and signaling errors. For the SDK abstraction that handles this automatically, see [Tool Runner](https://platform.claude.com/docs/en/agents-and-tools/tool-use/tool-runner). <Note> **Simpler w… memory-tool Claude Developer Platform · in the page agents-and-tools/tool-use/memory-tool …e over time ## How it works When the memory tool is enabled, Claude automatically checks its memory directory before starting a task. As it works, Claude stores what it learns in files under `/memor… overview Claude Developer Platform · in the page agents-and-tools/tool-use/overview …# Ask for at most one tool call per turn. tool_choice: {type: "auto", disable_parallel_tool_use: true}, messages: [{role: "user", content: $msg}] }')") TOOL_USE=$(echo "$RESPONSE" |… parallel-tool-use Claude Developer Platform · in the page agents-and-tools/tool-use/parallel-tool-use …choice` type. ### At most one tool call When `tool_choice` type is `auto` (the default), setting `disable_parallel_tool_use: true` means Claude calls at most one tool per response. Claude can still… server-tools Claude Developer Platform · in the page agents-and-tools/tool-use/server-tools …use `example.com` instead of `https://example.com`). * Subdomains are automatically included (`example.com` covers `docs.example.com`). * Specific subdomains restrict results to only that subdomain (`… text-editor-tool Claude Developer Platform · in the page agents-and-tools/tool-use/text-editor-tool …n**: Let Claude help you convert files from one format to another * **Automate documentation**: Set up workflows for Claude to automatically document your code The text editor tool enables Claude to… tool-reference Claude Developer Platform · in the page agents-and-tools/tool-use/tool-reference …`tool_choice` of type `tool` that names the toolset or a member (use `auto`, `any`, or `none`). * Two entries of the same toolset, or another tool that carries that toolset's name: a tool named `compu… Log at info level Claude Developer Platform · in the page agents-and-tools/tool-use/tool-runner …ol runner to handle the agentic loop, error wrapping, and type safety automatically. --- The tool runner handles the agentic loop, error wrapping, and type safety so you don't have to. When you need… tool-search-tool Claude Developer Platform · in the page agents-and-tools/tool-use/tool-search-tool …by default; Claude can set a `limit` in its search input). 6. The API automatically expands these references into full tool definitions. 7. Claude selects from the discovered tools and calls them. ##… tool-use-with-prompt-caching Claude Developer Platform · in the page agents-and-tools/tool-use/tool-use-with-prompt-caching …efore the variation point. </Note> ## Server tool results are cached automatically When your request has prompt caching enabled and Claude uses a [server tool](https://platform.claude.com/docs/en/ag… web-fetch-tool Claude Developer Platform · in the page agents-and-tools/tool-use/web-fetch-tool …agents-and-tools/tool-use/code-execution-tool), which the API enables automatically for the request. You don't need to add the code execution tool to the `tools` array. </Note> To enable dynamic filt… web-search-tool Claude Developer Platform · in the page agents-and-tools/tool-use/web-search-tool …runs, the API provisions the code execution it needs for the request automatically. You don't need to add the code execution tool to `tools` yourself. There are no additional charges for code executi… Admin Claude Developer Platform · in the page api/admin …s that draw members from a finite pool of purchased seats, the invite automatically consumes a seat from the lowest tier with availability; there is no seat-tier parameter. When no seat is free the re… Analytics Claude Developer Platform · in the page api/admin/analytics …s included; for organization-wide totals including direct API-key and automation traffic, use the bucketed `/v1/organizations/analytics/usage_report` endpoint. Available to organizations on a Claude E… Cost Claude Developer Platform · in the page api/admin/analytics/cost …s included; for organization-wide totals including direct API-key and automation traffic, use the bucketed `/v1/organizations/analytics/cost_report` endpoint. Available to organizations on a Claude En… Get Per-User Cost Claude Developer Platform · in the page api/admin/analytics/cost/list_by_user …s included; for organization-wide totals including direct API-key and automation traffic, use the bucketed `/v1/organizations/analytics/cost_report` endpoint. Available to organizations on a Claude En…