claude-cookbooks

Build custom financial modeling skills for Claude. This developer guide shows you how to create modular capabilities for automated workflows using the Anthropic API.

Implement tool search with embeddings for dynamic tool selection in Claude. Enable on demand retrieval of relevant capabilities, saving context window space with this advanced technique.

Build advanced multi-document agents with LlamaIndex and Claude. Learn to integrate retrieval infrastructure and tool-use for autonomous document analysis and synthesized answers.

Unlock Claude's extended thinking with tool use. This guide shows how to implement internal reasoning between tool calls for production-ready applications. Preserve and forward thinking blocks.

Build a low-latency voice assistant integrating ElevenLabs STT and TTS with Claude. Achieve sub-1.5 second time-to-first-audio for a seamless conversational experience.

Build production ready content moderation filters using Claude. Encode policies in prompts and constrain responses for easy updates without code changes. Learn how with this guide.

Implement parallel tool execution with Claude using the batch meta-tool pattern. Bundle operations to eliminate round-trip latency and force efficient execution.

Implement multimodal RAG using LlamaIndex and Claude. Retrieve and reason over text and images simultaneously with this comprehensive guide. Explore Claude's vision capabilities and LlamaIndex vector indexing.

Learn prompt versioning and rollback with Claude Managed Agents. Pin production traffic to specific versions and instantly rollback without redeploying code. A complete guide.

Build a collaborative Slack data analyst bot using Claude Managed Agents. Analyze data directly in channels with this production-ready pattern from anthropic/claude-cookbooks. Deploy interactive insights now.

Unlock Claude with Vision for chart and graph interpretation. Analyze PDFs with visual elements like axes and legends using the Anthropic API. Master data visualization analysis today.

Easily implement automatic context compaction in Claude tool use. This guide explains how Claude's context management beta prunes history to prevent overflow and preserve key interactions.