gusye1234 / nano-graphrag
A simple, easy-to-hack GraphRAG implementation
☆2,133Updated this week
Alternatives and similar repositories for nano-graphrag:
Users that are interested in nano-graphrag are comparing it to the libraries listed below
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆1,893Updated 2 months ago
- Empowering RAG with a memory-based data interface for all-purpose applications!☆1,502Updated last month
- Neo4j graph construction from unstructured data using LLMs☆2,777Updated this week
- [NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge a…☆1,511Updated last week
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆846Updated 3 months ago
- One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure☆2,069Updated this week
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,057Updated 4 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…☆4,258Updated this week
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research☆1,631Updated this week
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆1,116Updated last week
- RAG that intelligently adapts to your use case, data, and queries☆2,747Updated this week
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆584Updated 5 months ago
- Incremental Knowledge Graphs Constructor Using Large Language Models☆642Updated 2 weeks ago
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆708Updated last month
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆1,930Updated 7 months ago
- Parsing-free RAG supported by VLMs☆552Updated this week
- mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding☆2,015Updated 3 weeks ago
- A lightweight framework for building LLM-based agents☆1,978Updated this week
- Task-Aware Agent-driven Prompt Optimization Framework☆2,188Updated last week
- WhyHow Knowledge Graph Studio☆532Updated 3 weeks ago
- High-performance retrieval engine for unstructured data☆1,110Updated this week
- Agent framework and applications built upon Qwen>=2.0, featuring Function Calling, Code Interpreter, RAG, and Chrome extension.☆5,320Updated this week
- The Open Source Memory Layer For Autonomous Agents☆1,955Updated 2 months ago
- Deploy your agentic worfklows to production☆1,915Updated this week
- Parse files for optimal RAG☆3,526Updated last week
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,389Updated 4 months ago
- Netease Youdao's open-source embedding and reranker models for RAG products.☆1,571Updated last month
- "LightRAG: Simple and Fast Retrieval-Augmented Generation"☆12,800Updated this week
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,238Updated last month
- Neo4j GraphRAG for Python☆317Updated this week