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RAG is the new SQL. A practical walkthrough of building a production-grade retrieval pipeline with LangChain, ChromaDB, and a local Gemma 4 model — without the hype.
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AI coding assistants were fancy autocomplete. Agents are the real shift — systems that plan, use tools, and act across your stack. Here is how to design agentic workflows that actually reach production.