GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to be the ultimate GraphRAG/KG local LLM app.

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

A modular graph-based Retrieval-Augmented Generation (RAG) system

A simple, easy-to-hack GraphRAG implementation

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

RAG that intelligently adapts to your use case, data, and queries

An open-source RAG-based tool for chatting with your documents.

Unified framework for building enterprise RAG pipelines with small, specialized models

[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 + Personali…