gusye1234 / nano-graphragLinks
A simple, easy-to-hack GraphRAG implementation
☆3,598Updated 5 months ago
Alternatives and similar repositories for nano-graphrag
Users that are interested in nano-graphrag are comparing it to the libraries listed below
Sorting:
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆3,143Updated 4 months ago
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,289Updated last year
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆1,089Updated last year
- Empowering RAG with a memory-based data interface for all-purpose applications!☆2,196Updated 4 months ago
- Neo4j graph construction from unstructured data using LLMs☆4,274Updated this week
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆3,256Updated last month
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆2,359Updated 4 months ago
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,529Updated last year
- RAG that intelligently adapts to your use case, data, and queries☆3,671Updated 2 months ago
- "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"☆1,656Updated 3 months ago
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆1,989Updated 6 months ago
- One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure☆2,406Updated 7 months ago
- KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning a…☆8,448Updated last month
- Neo4j GraphRAG for Python☆970Updated last week
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆760Updated last year
- WhyHow Knowledge Graph Studio☆890Updated last year
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆1,044Updated last year
- The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.☆2,442Updated last week
- We build KGs the way nature builds matter☆901Updated 2 months ago
- Implementation of my RAG system that won all categories in Enterprise RAG Challenge 2☆2,091Updated 8 months ago
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,782Updated last year
- Official Implementation of "KBLaM: Knowledge Base augmented Language Model"☆1,434Updated 3 months ago
- Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented g…☆2,024Updated 3 weeks ago
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,289Updated last year
- Cache-Augmented Generation: A Simple, Efficient Alternative to RAG☆1,463Updated 7 months ago
- High-performance retrieval engine for unstructured data☆1,549Updated 2 months ago
- Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA☆2,058Updated 8 months ago
- ☆2,113Updated last year
- The Open Source Memory Layer For Autonomous Agents☆2,525Updated last year
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆930Updated last year