hymie122 / RAG-SurveyView external linksLinks
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".
☆1,789Aug 20, 2024Updated last year
Alternatives and similar repositories for RAG-Survey
Users that are interested in RAG-Survey are comparing it to the libraries listed below
Sorting:
- ☆2,120May 8, 2024Updated last year
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆1,305Feb 24, 2025Updated 11 months ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,322May 25, 2024Updated last year
- A curated list of retrieval-augmented generation (RAG) in large language models☆365Dec 1, 2025Updated 2 months ago
- Retrieval and Retrieval-augmented LLMs☆11,280Dec 15, 2025Updated 2 months ago
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆3,319Nov 26, 2025Updated 2 months ago
- the resources about the application based on LLM with RAG pattern☆1,620Dec 19, 2025Updated last month
- The official GitHub page for the survey paper "A Survey of Large Language Models".☆12,085Mar 11, 2025Updated 11 months ago
- Supercharge Your LLM Application Evaluations 🚀☆12,605Jan 31, 2026Updated 2 weeks ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆1,086Jul 5, 2025Updated 7 months ago
- The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et a…☆8,057Sep 12, 2025Updated 5 months ago
- A modular graph-based Retrieval-Augmented Generation (RAG) system☆30,872Feb 10, 2026Updated last week
- Latest Advances on Multimodal Large Language Models☆17,337Feb 7, 2026Updated last week
- Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)☆67,253Updated this week
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆8,989Feb 6, 2026Updated last week
- ☆2,883Feb 20, 2025Updated 11 months ago
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆200Aug 16, 2024Updated last year
- Awesome-RAG: Collect typical RAG papers and systems.☆452Aug 4, 2025Updated 6 months ago
- A curated list of resources dedicated to retrieval-augmented generation (RAG).☆128Oct 31, 2025Updated 3 months ago
- Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...☆2,201Apr 30, 2025Updated 9 months ago
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,140Mar 25, 2025Updated 10 months ago
- This is the repo for the survey of LLM4IR.☆528Nov 13, 2025Updated 3 months ago
- Must-read Papers on LLM Agents.☆2,887Jan 15, 2026Updated last month
- Summarize existing representative LLMs text datasets.☆1,432Oct 11, 2025Updated 4 months ago
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆315Jun 21, 2024Updated last year
- OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, …☆6,663Feb 10, 2026Updated last week
- ☆357May 17, 2024Updated last year
- RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to creat…☆73,291Updated this week
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆1,910Jan 22, 2026Updated 3 weeks ago
- Awesome papers about unifying LLMs and KGs☆2,564May 2, 2025Updated 9 months ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,619Feb 9, 2026Updated last week
- Awesome-LLM: a curated list of Large Language Model☆26,241Jul 31, 2025Updated 6 months ago
- A high-throughput and memory-efficient inference and serving engine for LLMs☆70,205Updated this week
- MTEB: Massive Text Embedding Benchmark☆3,116Updated this week
- CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models☆361May 20, 2025Updated 8 months ago
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆3,211Sep 4, 2025Updated 5 months ago
- LlamaIndex is the leading framework for building LLM-powered agents over your data.☆46,977Updated this week
- Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.☆13,268Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,402Jun 2, 2025Updated 8 months ago