gusye1234 / nano-graphragLinks
A simple, easy-to-hack GraphRAG implementation
☆3,248Updated last month
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…☆2,726Updated 2 months ago
- GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to…☆2,226Updated 9 months ago
- ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)☆2,644Updated last week
- PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation☆2,006Updated 3 months ago
- Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction☆1,045Updated 10 months ago
- Empowering RAG with a memory-based data interface for all-purpose applications!☆1,888Updated 4 months ago
- The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval☆1,373Updated 11 months ago
- Neo4j graph construction from unstructured data using LLMs☆3,855Updated this week
- "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"☆1,374Updated last week
- RAG that intelligently adapts to your use case, data, and queries☆3,458Updated 2 months ago
- OpenSPG is a Knowledge Graph Engine developed by Ant Group in collaboration with OpenKG, based on the SPG (Semantic-enhanced Programmable…☆1,827Updated last month
- KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning a…☆7,742Updated 2 weeks ago
- RAGChecker: A Fine-grained Framework For Diagnosing RAG☆967Updated 8 months ago
- One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure☆2,383Updated 3 months ago
- Neo4j GraphRAG for Python☆735Updated this week
- Microsoft's GraphRAG + AutoGen + Ollama + Chainlit = Fully Local & Free Multi-Agent RAG Superbot☆738Updated last year
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,712Updated last year
- Implementation of my RAG system that won all categories in Enterprise RAG Challenge 2☆1,826Updated 3 months ago
- The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.☆2,153Updated last week
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,182Updated last year
- WhyHow Knowledge Graph Studio☆781Updated 8 months ago
- Official Implementation of "KBLaM: Knowledge Base augmented Language Model"☆1,387Updated last week
- "LightRAG: Simple and Fast Retrieval-Augmented Generation"☆19,917Updated this week
- Parsing-free RAG supported by VLMs☆772Updated 6 months ago
- Task-Aware Agent-driven Prompt Optimization Framework☆3,496Updated 3 weeks ago
- Incremental Knowledge Graphs Constructor Using Large Language Models☆807Updated 3 weeks ago
- ☆2,068Updated last year
- Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented g…☆1,494Updated this week
- A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.☆362Updated 5 months ago
- AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation☆4,205Updated last month