graphrag topic

List graphrag repositories

FalkorDB

448
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16
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A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).

cognee

6.1k
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463
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33
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Memory for AI Agents in 5 lines of code

ragflow

56.8k
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5.6k
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263
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RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

comfyui_LLM_party

913
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89
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Dify in ComfyUI includes Omost,GPT-sovits, ChatTTS,GOT-OCR2.0, and FLUX prompt nodes,access to Feishu,discord,and adapts to all llms with similar openai/gemini interfaces, such as o1,ollama, qwen, GLM...

autoflow

1.4k
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67
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16
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pingcap/autoflow is a Graph RAG based and conversational knowledge base tool built with TiDB Serverless Vector Storage. Demo: https://tidb.ai

graphrag

17.5k
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1.7k
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96
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A modular graph-based Retrieval-Augmented Generation (RAG) system

llm-graph-builder

2.3k
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360
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20
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Neo4j graph construction from unstructured data using LLMs

GraphRAG4OpenWebUI

449
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101
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GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combines local, global, and web searches for advanced Q&A systems and...

graphrag-visualizer

72
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10
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A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.

nano-graphrag

795
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80
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A simple, easy-to-hack GraphRAG implementation