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".
☆1,239Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for RAG-Survey
- ☆1,812Updated 6 months ago
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆946Updated last month
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research☆1,293Updated this week
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆1,822Updated 5 months ago
- Must-read Papers on LLM Agents.☆1,826Updated 3 weeks ago
- the resources about the application based on LLM with RAG pattern☆852Updated 2 months ago
- A simple, easy-to-hack GraphRAG implementation☆1,300Updated this week
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆979Updated this week
- O1 Replication Journey: A Strategic Progress Report – Part I☆1,254Updated last week
- Summarize existing representative LLMs text datasets.☆982Updated 2 months ago
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆231Updated 4 months ago
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆528Updated last month
- A repo lists papers related to LLM based agent☆1,071Updated 3 months ago
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆937Updated 2 months ago
- An Awesome Collection for LLM Survey☆309Updated last month
- The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.☆709Updated 6 months ago
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,425Updated 5 months ago
- Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...☆1,557Updated last month
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆1,351Updated 3 months ago
- Must-read Papers on Knowledge Editing for Large Language Models.☆913Updated last week
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT,Cross Encoder☆497Updated last week
- Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, leaderboard, papers, docs and models, mainly for Evaluation on LLMs…☆429Updated 2 weeks ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆675Updated last month
- AgentTuning: Enabling Generalized Agent Abilities for LLMs☆1,362Updated last year
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆1,484Updated this week
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆942Updated 2 months ago
- This is the repo for the survey of LLM4IR.☆427Updated 2 months ago
- An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention)☆2,526Updated this week
- Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought and OpenAI o1 🍓☆1,868Updated 2 weeks ago
- ☆2,575Updated last week