Advanced RAG 06 - RAG Fusion

Colab: https://drp.li/PZG2t
Blog Post: https://towardsdatascience.com/forget-rag-the-future-is-rag-fusion-1147298d8ad1
Original Code: https://github.com/Raudaschl/rag-fusion

The video introduces the concept of RAG fusion, which is a technique used to improve the effectiveness of RAG (Retrieval-Augmented Generation) models. RAG fusion combines multiple search queries generated from a single user input and ranks the results using reciprocal rank fusion. The script also explores the process of implementing RAG fusion using
LangChain and gives examples of how it can be applied in various scenarios.

00:00 Intro
00:14 RAG Overview
00:47 …

concept examples fusion generated langchain multiple process rag retrieval search video