hymie122/RAG-Survey
Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".
This project offers a curated collection of research papers focused on Retrieval-Augmented Generation (RAG) for AI-Generated Content (AIGC). It organizes these papers into a clear taxonomy covering foundations, enhancements, and applications, providing a comprehensive overview of the field. Anyone conducting research or developing AIGC solutions using RAG will find this useful for understanding current advancements.
1,789 stars. No commits in the last 6 months.
Use this if you are a researcher or practitioner needing to explore the latest academic work and different approaches within Retrieval-Augmented Generation for AI-Generated Content.
Not ideal if you are looking for a software tool or library to implement RAG, as this is a collection of papers, not code.
Stars
1,789
Forks
122
Language
—
License
—
Category
Last pushed
Aug 20, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/rag/hymie122/RAG-Survey"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Compare
Higher-rated alternatives
ax-llm/ax
The pretty much "official" DSPy framework for Typescript
alvinunreal/awesome-opensource-ai
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
Danielskry/Awesome-RAG
😎 Awesome list of Retrieval-Augmented Generation (RAG) applications in Generative AI.
DEEP-PolyU/Awesome-GraphRAG
Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource...
VoltAgent/awesome-ai-agent-papers
A curated collection of AI agent research papers released in 2026, covering agent engineering,...