hymie122/RAG-Survey resource

Health v2 · maintenance only

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Adoption not part of the score

1789 stars · 123 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated collection of research papers on Retrieval-Augmented Generation (RAG) for AI-Generated Content, organized according to the authors' survey paper taxonomy of RAG foundations, enhancements, and applications. It serves as a continuously updated reading list and reference for researchers studying RAG across text, code, images, and audio.

Use cases

• find papers on retrieval-augmented generation
• learn about RAG for AI-generated content
• get a taxonomy of RAG methods
• survey of RAG foundations and enhancements
• research reading list for RAG and multimodal generation
• understand how retrieval is combined with diffusion models and LLMs

When to choose

• you need a structured, categorized overview of RAG research
• you are writing a survey or literature review on RAG
• you want curated paper links spanning text, code, image, and audio RAG

When to avoid

• you need runnable RAG software or code implementations
• you want a production RAG framework rather than a paper collection
• you need a maintained tool with releases and support

Facets

learning-resource · maturity active

rag nlp machine-learning large-language-models artificial-intelligence tutorials awesome-lists cross-platform survey-paper paper-collection aigc taxonomy research multimodal diffusion-models retrieval-augmented-generation

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