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Learn how to use Claude's built-in text editor tool for file manipulation. Understand schema versions, implementation requirements, and practical applications for file editing.

Learn how to build robust multi-turn conversation loops that handle sequential tool calls automatically. This guide covers refactoring message handlers, implementing conversation loops, managing tool execution, and handling complex scenarios where Claude needs multiple tools to answer a single question.

Learn how to use system prompts to customize Claude's responses for specific use cases. Build a math tutor chatbot and create flexible chat functions with role-appropriate interactions.

Walk through a complete RAG pipeline from start to finish. Learn how chunking, embeddings, vector databases, and cosine similarity work together to retrieve relevant information and generate accurate AI responses.

Learn how to use Claude's built-in web search tool to access current information. Understand schema setup, domain restrictions, response structure, and citation rendering.