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Module 03 of 05 · AI & Generative AI for Developers

Retrieval and RAG

Answer questions about your own data without retraining anything.

4 of 4 lessons available

Lessons in this module

  1. 01

    Why Retrieval

    Intermediate

    Explain why supplying context beats expecting a model to know your data.

    14 min
  2. 02

    Vector Databases

    Intermediate

    Store embeddings and query them by similarity.

    16 min
  3. 03

    Building a RAG Pipeline

    Intermediate

    Assemble retrieval and generation into a working question-answering flow.

    20 min
  4. 04

    Chunking and Retrieval Quality

    Intermediate

    Split documents so retrieved context is actually relevant.

    17 min

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