RAG in Depth: Retrieval You Can Trust

By LessonFolk

Find out why RAG systems give wrong answers, and how each stage is made reliable — preparing documents, combining keyword and meaning search with reranking, improving queries, evaluating retrieval and answers separately, and running it safely in production. No code needed.

About 2 hours 6 lessons

Before this course

This course builds on:

Lessons

  1. Where a RAG system goes wrong

    About 20 min

  2. Preparing documents: chunks and metadata

    About 20 min

  3. Hybrid search and reranking

    About 20 min

  4. Better queries and agentic retrieval

    About 20 min

  5. Evaluating retrieval and answers separately

    About 20 min

  6. RAG in production: freshness, access and cost

    About 20 min

Spotted a mistake or an unclear explanation? Suggest an improvement on GitHub