ML Engineers
~80 pages
From RAG to Agents: Code-Aware Agentic Pipelines
How Retrieval Feeds Agentic Loops and Why the Combination Changes What's Possible
AgentsRAG
Audiobook
1h 14m
26 MB
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From RAG to Agents: Code-Aware Agentic Pipelines · 1h 14m
About This Audiobook
This guide covers the limits of single-pass RAG, how agents use retrieval as a tool, multi-step retrieval for complex tasks, grounding agents in codebase reality, and production architecture. You will learn to build systems that can investigate rather than just look up.
Free Semantic Code Search
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The tool this book is about — semantic search, context routing, and code intelligence for Claude Code.