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Chapter 2

RAG

From basic retrieval to more adaptive RAG workflows.

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4 article(s)

1
beginner
4 min read

How to Build a RAG Pipeline

Build a practical retrieval augmented generation pipeline in Python from chunking to answer generation.

2
intermediate
3 min read

Advanced RAG Patterns

Improve retrieval quality with hybrid search, reranking, better chunking, and query transformation.

3
intermediate
3 min read

Agentic RAG vs Naive RAG

Compare single-pass retrieval pipelines with agentic systems that can search, retry, and verify.

4
advanced
3 min read

What is Graph RAG?

Learn what Graph RAG is, when it helps, and why relationships sometimes matter more than raw similarity.

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