AkariAsai / self-ragLinks
This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.
☆2,315Updated last year
Alternatives and similar repositories for self-rag
Users that are interested in self-rag are comparing it to the libraries listed below
Sorting:
- ☆2,121Updated last year
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,572Updated last year
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆1,305Updated 11 months ago
- A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)☆3,151Updated 2 months ago
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,789Updated last year
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,940Updated 6 months ago
- Corrective Retrieval Augmented Generation☆445Updated last year
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆667Updated 2 years ago
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆1,057Updated last year
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆3,309Updated 2 months ago
- Automated Evaluation of RAG Systems☆689Updated 10 months ago
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆2,711Updated last week
- AgentTuning: Enabling Generalized Agent Abilities for LLMs☆1,477Updated 2 years ago
- A library for advanced large language model reasoning☆2,330Updated 8 months ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆2,167Updated last year
- Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)☆2,003Updated last year
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,594Updated 8 months ago
- Efficient Retrieval Augmentation and Generation Framework☆1,766Updated last month
- A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.☆819Updated 6 months ago
- ☆2,883Updated 11 months ago
- MTEB: Massive Text Embedding Benchmark☆3,116Updated this week
- Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"☆2,592Updated last year
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆3,211Updated 5 months ago
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆422Updated 10 months ago
- Official repo for the paper "Scaling Synthetic Data Creation with 1,000,000,000 Personas"☆1,460Updated 11 months ago
- ☆1,338Updated last year
- Evaluate your LLM's response with Prometheus and GPT4 💯☆1,043Updated 9 months ago
- The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.☆792Updated last year
- Summarize existing representative LLMs text datasets.☆1,431Updated 4 months ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆1,082Updated 7 months ago