gusye1234 / nano-graphrag
A simple, easy-to-hack GraphRAG implementation
☆2,823Updated last week
Alternatives and similar repositories for nano-graphrag:
Users that are interested in nano-graphrag are comparing it to the libraries listed below
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆2,254Updated last week
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,113Updated 5 months ago
- Empowering RAG with a memory-based data interface for all-purpose applications!☆1,741Updated last month
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆965Updated 6 months ago
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆2,170Updated last week
- RAG that intelligently adapts to your use case, data, and queries☆3,164Updated 2 weeks ago
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆1,716Updated 2 weeks ago
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,183Updated 7 months ago
- Neo4j graph construction from unstructured data using LLMs☆3,342Updated this week
- One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure☆2,292Updated last week
- "MiniRAG: Making RAG Simpler with Small and Free Language Models"☆1,022Updated last week
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆850Updated 4 months ago
- Parsing-free RAG supported by VLMs☆677Updated 2 months ago
- Incremental Knowledge Graphs Constructor Using Large Language Models☆703Updated 3 months ago
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆693Updated 9 months ago
- Neo4j GraphRAG for Python☆496Updated last week
- ☆1,999Updated 11 months ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,384Updated 3 weeks ago
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆1,570Updated this week
- KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning a…☆6,503Updated this week
- The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.☆1,743Updated this week
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,603Updated 8 months ago
- "LightRAG: Simple and Fast Retrieval-Augmented Generation"☆15,489Updated this week
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,044Updated 10 months ago
- The Open Source Memory Layer For Autonomous Agents☆2,178Updated 6 months ago
- Knowledge Agents and Management in the Cloud☆3,885Updated last week
- Medical Graph RAG: Graph RAG for the Medical Data☆443Updated 3 months ago
- Profile-Based Long-Term Memory for AI Applications☆1,052Updated this week
- free and open OpenAI Deep Research☆518Updated 2 months ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆820Updated 5 months ago