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.
☆2,323Updated last week
Alternatives and similar repositories for HippoRAG:
Users that are interested in HippoRAG are comparing it to the libraries listed below
- A simple, easy-to-hack GraphRAG implementation☆2,867Updated 3 weeks ago
- Empowering RAG with a memory-based data interface for all-purpose applications!☆1,760Updated 2 weeks ago
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆2,236Updated last week
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,129Updated 6 months ago
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,200Updated 8 months ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,066Updated 11 months ago
- RAG that intelligently adapts to your use case, data, and queries☆3,222Updated last month
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆1,753Updated last month
- Neo4j graph construction from unstructured data using LLMs☆3,432Updated this week
- One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure☆2,316Updated last week
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆979Updated 7 months ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,400Updated last month
- "MiniRAG: Making RAG Simpler with Small and Free Language Models"☆1,066Updated 3 weeks ago
- The Open Source Memory Layer For Autonomous Agents☆2,190Updated 6 months ago
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆2,671Updated last week
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆872Updated 4 months ago
- High-performance retrieval engine for unstructured data☆1,373Updated this week
- Search-o1: Agentic Search-Enhanced Large Reasoning Models☆839Updated last month
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,611Updated 8 months ago
- Knowledge Agents and Management in the Cloud☆3,934Updated last week
- Official Repo for ICML 2024 paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhan…☆1,126Updated 11 months ago
- [ICLR 2025] Automated Design of Agentic Systems☆1,283Updated 3 months ago
- Parsing-free RAG supported by VLMs☆695Updated 2 months ago
- Incremental Knowledge Graphs Constructor Using Large Language Models☆712Updated 4 months ago
- The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.☆1,795Updated this week
- ☆2,010Updated last year
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆1,619Updated this week
- mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding☆2,164Updated 4 months ago
- free and open OpenAI Deep Research☆537Updated 2 months ago
- Framework for enhancing LLMs for RAG tasks using fine-tuning.☆737Updated 2 months ago