AkariAsai / self-rag
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.
☆1,836Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for self-rag
- ☆1,830Updated 6 months ago
- A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)☆2,224Updated last week
- Efficient Retrieval Augmentation and Generation Framework☆1,341Updated last week
- AgentTuning: Enabling Generalized Agent Abilities for LLMs☆1,364Updated last year
- MTEB: Massive Text Embedding Benchmark☆1,954Updated this week
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆966Updated 2 months ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆1,565Updated 3 months ago
- Must-read Papers on LLM Agents.☆1,864Updated last week
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆963Updated last month
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,439Updated 5 months ago
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆1,378Updated 3 months ago
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆1,943Updated this week
- [ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models☆2,052Updated 9 months ago
- A generalized information-seeking agent system with Large Language Models (LLMs).☆1,104Updated 5 months ago
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,256Updated 3 months ago
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆588Updated last year
- Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)☆1,559Updated 8 months ago
- A library for advanced large language model reasoning☆1,442Updated last week
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research☆1,335Updated this week
- A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.☆700Updated 2 months ago
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,529Updated last week
- ☆2,595Updated last week
- A unified evaluation framework for large language models☆2,465Updated 3 weeks ago
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆542Updated last month
- ☆800Updated 3 weeks ago
- 🩹Editing large language models within 10 seconds⚡☆1,284Updated last year
- Automated Evaluation of RAG Systems☆484Updated 2 weeks ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆1,634Updated this week
- An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention)☆2,666Updated this week
- A repo lists papers related to LLM based agent☆1,085Updated 3 months ago