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Production RAG: Chunking, Hybrid Search, Re-ranking

Production RAG: Chunking, Hybrid Search, Re-ranking

The difference between a demo and a system: chunking strategies that respect structure, hybrid retrieval (vectors + keywords), re-rankers, query transformation, and RAG evals that catch regressions.

3 sections·6 lessons
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What you'll learn

1. Chunking: The Underrated Lever

  • Chunk like the document means something
  • Check: chunking

2. Hybrid Search & Re-ranking

  • Vectors + keywords + a second opinion
  • Check: hybrid & re-ranking

3. RAG Evals & Production Operations

  • Measure the pipeline, not the vibes
  • Final check: evals & ops

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