jxzhangjhu / Awesome-LLM-RAG
Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models
☆1,035Updated 3 months ago
Alternatives and similar repositories for Awesome-LLM-RAG:
Users that are interested in Awesome-LLM-RAG are comparing it to the libraries listed below
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,389Updated 4 months ago
- ☆301Updated 4 months ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆1,930Updated 7 months ago
- Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought and OpenAI o1 🍓☆2,269Updated last month
- ☆1,928Updated 8 months ago
- Must-read Papers on LLM Agents.☆2,038Updated 2 months ago
- The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.☆729Updated 8 months ago
- A repo lists papers related to LLM based agent☆1,195Updated 5 months ago
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆919Updated 3 weeks ago
- Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...☆1,765Updated 2 weeks ago
- Must-read Papers on Knowledge Editing for Large Language Models.☆986Updated 3 weeks ago
- Corrective Retrieval Augmented Generation☆338Updated 3 months ago
- This is the repo for the survey of LLM4IR.☆459Updated 4 months ago
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,057Updated 4 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 …☆966Updated last month
- Summarize existing representative LLMs text datasets.☆1,123Updated 3 weeks ago
- This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.☆485Updated 2 months ago
- Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, leaderboard, papers, docs and models, mainly for Evaluation on LLMs…☆463Updated 2 months ago
- ☆292Updated 8 months ago
- An Awesome Collection for LLM Survey☆321Updated 4 months ago
- 📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥☆1,166Updated this week
- A curated list of retrieval-augmented generation (RAG) in large language models☆154Updated 3 months ago
- A library for advanced large language model reasoning☆1,659Updated this week
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆329Updated 8 months ago
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research☆1,631Updated this week
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆647Updated last week
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆388Updated this week
- Aligning Large Language Models with Human: A Survey☆709Updated last year
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆1,669Updated 2 weeks ago
- ☆636Updated 3 months ago