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Free RAG fundamentals course

Introduction to RAG and Knowledge Assistants

Module 03

Embeddings, Indexes, and Retrieval in Plain English

Help learners understand this topic clearly, practice it on a small example, and produce reviewable evidence before moving to the next module.

Units

  1. Unit 03.00: Embeddings, Indexes, and Retrieval in Plain English: Explain the retrieval problem in plain English
  2. Unit 03.01: Embeddings, Indexes, and Retrieval in Plain English: Prepare documents, chunks, metadata, and permissions
  3. Unit 03.02: Embeddings, Indexes, and Retrieval in Plain English: Design answer rules for citations and missing evidence
  4. Unit 03.03: Embeddings, Indexes, and Retrieval in Plain English: Evaluate retrieval quality with test questions
  5. Unit 03.04: Embeddings, Indexes, and Retrieval in Plain English: Write a safe knowledge assistant design note

Module work