OSU-NLP-Group / HippoRAG
[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.
☆1,378Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for HippoRAG
- A simple, easy-to-hack GraphRAG implementation☆1,534Updated this week
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆966Updated 2 months ago
- Automated Design of Agentic Systems☆1,038Updated this week
- Incremental Knowledge Graphs Constructor Using Large Language Models☆572Updated 3 weeks ago
- Empowering RAG with a memory-based data interface for all-purpose applications!☆1,220Updated last week
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆542Updated last month
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆1,836Updated 5 months ago
- A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.☆700Updated 2 months ago
- TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.☆1,824Updated 2 weeks ago
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research☆1,335Updated this week
- [NeurIPS 2024 Spotlight] Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models☆535Updated 3 weeks ago
- The Open Source Memory Layer For Autonomous Agents☆1,483Updated 3 weeks ago
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆1,729Updated last week
- Framework for enhancing LLMs for RAG tasks using fine-tuning.☆504Updated this week
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,095Updated last week
- An open-source framework for collaborative AI agents, enabling diverse, distributed agents to team up and tackle complex tasks through in…☆589Updated last month
- The code used to train and run inference with the ColPali architecture.☆1,132Updated this week
- Automated Evaluation of RAG Systems☆484Updated 2 weeks ago
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆500Updated 4 months ago
- Agent S: an open agentic framework that uses computers like a human☆606Updated this week
- Agent driven automation starting with the web. Discord: https://discord.gg/wgNfmFuqJF☆818Updated this week
- ☆415Updated 6 months ago
- ☆935Updated 2 weeks ago
- Implementing the 4 agentic patterns from scratch☆751Updated 3 weeks ago
- Official Repo for ICML 2024 paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhan…☆496Updated 5 months ago
- LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs☆1,499Updated 3 weeks ago
- High-performance retrieval engine for unstructured data☆982Updated last week
- Deploy your agentic worfklows to production☆1,834Updated this week
- Parsing-free RAG supported by VLMs☆388Updated this week
- A reading list on LLM based Synthetic Data Generation 🔥☆791Updated 2 weeks ago