graphrag · GitHub Topics

infiniflow / ragflow

#自然语言处理#RAGFlow 是一款基于深度文档理解构建的开源 RAG（Retrieval-Augmented Generation）引擎

Python 55.11 k

2 天前

microsoft / graphrag

#大语言模型#A modular graph-based Retrieval-Augmented Generation (RAG) system

graphrag rag 大语言模型 gpt gpt-4 gpt4

Python 25.85 k

3 天前

HKUDS / LightRAG

#大语言模型#"LightRAG: Simple and Fast Retrieval-Augmented Generation"

knowledge-graph large-language-models retrieval-augmented-generation genai graphrag 大语言模型 rag gpt gpt-4

Python 17.44 k

4 天前

topoteretes / cognee

cognee - AI应用和智能体的记忆层

人工智能 cognitive-architecture vector-database openai rag ai-agents graph-database ai-memory cognitive-memory Neo4j knowledge knowledge-graph graph-rag graphrag contributions-welcome good-first-issue good-first-pr help-wanted Open Source

Python 5.55 k

2 天前

neo4j-labs / llm-graph-builder

Neo4j graph construction from unstructured data using LLMs

data-import genai graph graph-rag graph-search graphdb graphrag knowledge-graph langchain Neo4j rag unstructured-data vectordb

Jupyter Notebook 3.57 k

10 天前

gusye1234 / nano-graphrag

#大语言模型#A simple, easy-to-hack GraphRAG implementation

gpt-4o graphrag learning-by-doing gpt 大语言模型 rag

Python 3.01 k

2 个月前

pingcap / autoflow

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

MySQL rag Serverless vector-database 聊天机器人 graphrag knowledge-graph cot

TypeScript 2.59 k

18 天前

heshengtao / comfyui_LLM_party

LLM Agent Framework in ComfyUI includes MCP sever, Omost,GPT-sovits, ChatTTS,GOT-OCR2.0, and FLUX prompt nodes,access to Feishu,discord,and adapts to all llms with similar openai / aisuite interfaces,...

comfyui openai workflow agent dify macOS graphrag gemini llama ollama o1 Linux flux gguf vlm OCR mcp

Python 1.73 k

2 天前

DEEP-PolyU / Awesome-GraphRAG

Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.

knowledge-graph large-language-models retrieval-augmented-generation graphrag rag

1.18 k

5 天前

FalkorDB / FalkorDB

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).

graph-database knowledge-graph database-as-a-service cloud-database 数据库 developer-tools devtools realtime-database graphrag

C 1.02 k

4 天前

shibing624 / ChatPDF

#大语言模型#RAG for Local LLM, chat with PDF/doc/txt files, ChatPDF. 纯原生实现RAG功能，基于本地LLM、embedding模型、reranker模型实现，支持GraphRAG，无须安装任何第三方agent库。

chatdoc chatpdf 大语言模型 pdf rag graphrag

Python 770

2 个月前

moyangzhan / langchain4j-aideepin

基于AI的工作效率提升工具（聊天、绘画、知识库、工作流、 MCP服务市场） | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace etc)

langchain4j rag graphrag ai-agent mcp

Java 756

2 天前

if-ai / ComfyUI-IF_AI_tools

ComfyUI-IF_AI_tools is a set of custom nodes for ComfyUI that allows you to generate prompts using a local Large Language Model (LLM) via Ollama. This tool enables you to enhance your image generation...

anthropic comfyui flux gemini graphrag groq llamacpp lmstudio mistral OCR ollama rag stable-diffusion supervision transformers xai

Python 651

3 个月前

neo4j / neo4j-graphrag-python

Neo4j GraphRAG for Python

人工智能 cypher genai graph-database Neo4j Python rag graphrag

Python 589

2 天前

win4r / GraphRAG4OpenWebUI

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...

aiagents graphrag 大语言模型 ollama openai openwebui rag

Python 517

5 个月前

trustgraph-ai / trustgraph

Deploy intelligence to your agents. Connect agents to graph-based intelligence automatically built from raw data. Build, ship, and manage anywhere from local, cloud, or on-prem.

graphrag rag ai-agents graph-rag ai-developer-tools agentic-rag agentic-ai agents knowledge-management DevOps platform platform-engineering intelligence

Python 437

3 天前

awesome-rag / awesome-rag

#Awesome#Awesome-RAG: Collect typical RAG papers and systems.

agent 人工智能 graphrag 大语言模型 Open Source Bukkit rag sft Awesome Lists

386

5 个月前

FalkorDB / GraphRAG-SDK

#大语言模型#Build fast and accurate GenAI apps with GraphRAG SDK at scale.

graphrag knowledge-graph rag graph-database Open Source SDK genai 大语言模型

Python 355

1 个月前

noworneverev / graphrag-visualizer

#大语言模型#A web-based tool for visualizing and exploring artifacts from Microsoft's GraphRAG.

graph-visualization graphrag rag gpt gpt-4 gpt4 大语言模型

TypeScript 337

3 个月前

1517005260 / graph-rag-agent

拼好RAG：手搓并融合了GraphRAG、LightRAG、Neo4j-llm-graph-builder进行知识图谱构建以及搜索；整合DeepSearch技术实现私域RAG的推理；自制针对GraphRAG的评估框架| Integrate GraphRAG, LightRAG, and Neo4j-llm-graph-builder for knowledge graph construction...

evaluation graphrag reasoning agentic-rag

Python 257

20 天前