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RAG Resources

A personal selection of resources on RAG principles and techniques.

2 min read

Created: Oct 02 2024Last Update: Oct 02 2024
#Advanced RAG Techniques#Conceptual and Introductory#Papers#RAG#RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing#Retrieval-Augmented Generation for Large Language Models: A Survey#Retrieval-Augmented Language Model in Natural Language Processing

Post image The volume of articles, papers, and other resources on RAG is vast. Below is a personal selection, sorted roughly from introductory to more advanced materials. Please note, this classification is subjective.

Conceptual and Introductory

A Practitioner's Guide to RAG

Advanced RAG Techniques

Advanced RAG Techniques: an Illustrated Overview

Papers

Retrieval-Augmented Generation for Large Language Models: A Survey

RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing


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