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    First steps
    Intro to ClaudeQuickstart
    Models & pricing
    Models overviewChoosing a modelWhat's new in Claude 4.5Migrating to Claude 4.5Model deprecationsPricing
    Build with Claude
    Features overviewUsing the Messages APIContext windowsPrompting best practices
    Capabilities
    Prompt cachingContext editingExtended thinkingEffortStreaming MessagesBatch processingCitationsMultilingual supportToken countingEmbeddingsVisionPDF supportFiles APISearch resultsStructured outputs
    Tools
    OverviewHow to implement tool useFine-grained tool streamingBash toolCode execution toolProgrammatic tool callingComputer use toolText editor toolWeb fetch toolWeb search toolMemory toolTool search tool
    Agent Skills
    OverviewQuickstartBest practicesUsing Skills with the API
    Agent SDK
    OverviewQuickstartTypeScript SDKTypeScript V2 (preview)Python SDKMigration Guide
    MCP in the API
    MCP connectorRemote MCP servers
    Claude on 3rd-party platforms
    Amazon BedrockMicrosoft FoundryVertex AI
    Prompt engineering
    OverviewPrompt generatorUse prompt templatesPrompt improverBe clear and directUse examples (multishot prompting)Let Claude think (CoT)Use XML tagsGive Claude a role (system prompts)Prefill Claude's responseChain complex promptsLong context tipsExtended thinking tips
    Test & evaluate
    Define success criteriaDevelop test casesUsing the Evaluation ToolReducing latency
    Strengthen guardrails
    Reduce hallucinationsIncrease output consistencyMitigate jailbreaksStreaming refusalsReduce prompt leakKeep Claude in character
    Administration and monitoring
    Admin API overviewUsage and Cost APIClaude Code Analytics API
    Console
    Log in
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    Solutions

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    • Financial services
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    Partners

    • Amazon Bedrock
    • Google Cloud's Vertex AI

    Learn

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    • Transparency

    Learn

    • Blog
    • Catalog
    • Courses
    • Use cases
    • Connectors
    • Customer stories
    • Engineering at Anthropic
    • Events
    • Powered by Claude
    • Service partners
    • Startups program

    Help and security

    • Availability
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    Terms and policies

    • Privacy policy
    • Responsible disclosure policy
    • Terms of service: Commercial
    • Terms of service: Consumer
    • Usage policy
    Build with Claude

    Features overview

    Explore Claude's advanced features and capabilities.

    Core capabilities

    These features enhance Claude's fundamental abilities for processing, analyzing, and generating content across various formats and use cases.

    FeatureDescriptionAvailability
    1M token context windowAn extended context window that allows you to process much larger documents, maintain longer conversations, and work with more extensive codebases.Claude API (Beta)

    Amazon Bedrock (Beta)

    Google Cloud's Vertex AI (Beta)

    Microsoft Foundry (Beta)
    Agent SkillsExtend Claude's capabilities with Skills. Use pre-built Skills (PowerPoint, Excel, Word, PDF) or create custom Skills with instructions and scripts. Skills use progressive disclosure to efficiently manage context.Claude API (Beta)

    Microsoft Foundry (Beta)
    Batch processingProcess large volumes of requests asynchronously for cost savings. Send batches with a large number of queries per batch. Batch API calls costs 50% less than standard API calls.Claude API

    Amazon Bedrock

    Google Cloud's Vertex AI
    CitationsGround Claude's responses in source documents. With Citations, Claude can provide detailed references to the exact sentences and passages it uses to generate responses, leading to more verifiable, trustworthy outputs.Claude API

    Amazon Bedrock

    Google Cloud's Vertex AI

    Microsoft Foundry
    Context editingAutomatically manage conversation context with configurable strategies. Supports clearing tool results when approaching token limits and managing thinking blocks in extended thinking conversations.Claude API (Beta)

    Amazon Bedrock (Beta)

    Google Cloud's Vertex AI (Beta)

    Microsoft Foundry (Beta)
    EffortControl how many tokens Claude uses when responding with the effort parameter, trading off between response thoroughness and token efficiency.Claude API (Beta)

    Amazon Bedrock (Beta)

    Google Cloud's Vertex AI (Beta)

    Microsoft Foundry (Beta)
    Extended thinkingEnhanced reasoning capabilities for complex tasks, providing transparency into Claude's step-by-step thought process before delivering its final answer.Claude API

    Amazon Bedrock

    Google Cloud's Vertex AI

    Microsoft Foundry
    Files APIUpload and manage files to use with Claude without re-uploading content with each request. Supports PDFs, images, and text files.Claude API (Beta)

    Microsoft Foundry (Beta)
    PDF supportProcess and analyze text and visual content from PDF documents.Claude API

    Amazon Bedrock

    Google Cloud's Vertex AI

    Microsoft Foundry
    Prompt caching (5m)Provide Claude with more background knowledge and example outputs to reduce costs and latency.Claude API

    Amazon Bedrock

    Google Cloud's Vertex AI

    Microsoft Foundry
    Prompt caching (1hr)Extended 1-hour cache duration for less frequently accessed but important context, complementing the standard 5-minute cache.Claude API

    Microsoft Foundry
    Search resultsEnable natural citations for RAG applications by providing search results with proper source attribution. Achieve web search-quality citations for custom knowledge bases and tools.Claude API

    Amazon Bedrock

    Google Cloud's Vertex AI

    Microsoft Foundry
    Structured outputsGuarantee schema conformance with two approaches: JSON outputs for structured data responses, and strict tool use for validated tool inputs. Available on Sonnet 4.5, Opus 4.1, Opus 4.5, and Haiku 4.5.Claude API (Beta)

    Microsoft Foundry (Beta)
    Token countingToken counting enables you to determine the number of tokens in a message before sending it to Claude, helping you make informed decisions about your prompts and usage.Claude API

    Amazon Bedrock

    Google Cloud's Vertex AI

    Microsoft Foundry
    Tool useEnable Claude to interact with external tools and APIs to perform a wider variety of tasks. For a list of supported tools, see the Tools table.Claude API

    Amazon Bedrock

    Google Cloud's Vertex AI

    Microsoft Foundry

    Tools

    These features enable Claude to interact with external systems, execute code, and perform automated tasks through various tool interfaces.

    FeatureDescriptionAvailability
    BashExecute bash commands and scripts to interact with the system shell and perform command-line operations.Claude API

    Amazon Bedrock

    Google Cloud's Vertex AI

    Microsoft Foundry
    Code executionRun Python code in a sandboxed environment for advanced data analysis.Claude API (Beta)

    Microsoft Foundry (Beta)
    Programmatic tool callingEnable Claude to call your tools programmatically from within code execution containers, reducing latency and token consumption for multi-tool workflows.Claude API (Beta)

    Microsoft Foundry (Beta)
    Computer useControl computer interfaces by taking screenshots and issuing mouse and keyboard commands.Claude API (Beta)

    Amazon Bedrock (Beta)

    Google Cloud's Vertex AI (Beta)
    • Core capabilities
    • Tools


    Microsoft Foundry (Beta)
    Fine-grained tool streamingStream tool use parameters without buffering/JSON validation, reducing latency for receiving large parameters.Claude API

    Amazon Bedrock

    Google Cloud's Vertex AI

    Microsoft Foundry
    MCP connectorConnect to remote MCP servers directly from the Messages API without a separate MCP client.Claude API (Beta)

    Microsoft Foundry (Beta)
    MemoryEnable Claude to store and retrieve information across conversations. Build knowledge bases over time, maintain project context, and learn from past interactions.Claude API (Beta)

    Amazon Bedrock (Beta)

    Google Cloud's Vertex AI (Beta)

    Microsoft Foundry (Beta)
    Text editorCreate and edit text files with a built-in text editor interface for file manipulation tasks.Claude API

    Amazon Bedrock

    Google Cloud's Vertex AI

    Microsoft Foundry
    Tool searchScale to thousands of tools by dynamically discovering and loading tools on-demand using regex-based search, optimizing context usage and improving tool selection accuracy.Claude API (Beta)

    Amazon Bedrock (Beta)

    Google Cloud's Vertex AI (Beta)

    Microsoft Foundry (Beta)
    Web fetchRetrieve full content from specified web pages and PDF documents for in-depth analysis.Claude API (Beta)

    Microsoft Foundry (Beta)
    Web searchAugment Claude's comprehensive knowledge with current, real-world data from across the web.Claude API

    Google Cloud's Vertex AI

    Microsoft Foundry