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Table of Content

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Lecture 1: Advanced RAG Pipeline

Basic RAG Pipeline

The RAG Triad

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This will be explained in depth in the next lesson

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Advanced RAG Pipeline

Sentence-Window Retrieval

This technique is about taking a larger context window (before & after) of the retrieved chunks. This helps get more context about the retrieved information.

Auto-Merging Retrieval

Lecture 2: RAG Triad of Metrics

The RAG Triad: