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Master one-shot and multi-shot prompting techniques in Claude. Learn how to use examples to handle edge cases, define output formats, and improve response quality.
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Learn how to build a custom prompt evaluation workflow for AWS-specific code generation. This guide covers creating baseline prompts, automatically generating test datasets using Claude, and setting up a systematic evaluation framework for Python, JSON, and regex outputs.- Published on
Learn how semantic search uses text embeddings to find the most relevant chunks in a RAG pipeline. Understand embeddings, implement VoyageAI for generating embeddings, and discover how to match user queries with the right content.- Published on
Learn how to build tool functions in Claude to give AI access to real-time information and actions. Master best practices for validation, error handling, and function design.- Published on
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.