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C17

RAG End to End

5 lessons3.5 hoursPlannedFree

Outcome

Build a retrieval pipeline and measure its quality.

Prerequisites

Lessons

  1. L01Chunking strategies · coming soonExercise: Compare fixed and semantic chunks.
  2. L02Embeddings and vector search · coming soonExercise: Index a document set.
  3. L03Reranking with a cross-encoder · coming soonExercise: Add a BGE reranker and measure gain.
  4. L04Retrieval evaluation: recall@k, MRR · coming soonExercise: Build a labeled eval set.
  5. L05Answer quality and grounding · coming soonExercise: Detect unsupported claims.