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infiniflow/ragflow

RAGFlow is an open-source RAG engine with agent capabilities for LLM context layering

74.2K
Active
Python
MCP Servers
Agents & Orchestration
Python
#ragflow#rag-engine#agent-ai

microsoft/graphrag

GraphRAG is a modular system for enhancing LLM outputs using knowledge graphs from unstructured text.

31.2K
Active
Python
RAG & Vector
RAG Frameworks
Python
#graphrag#llm#rag

HKUDS/LightRAG

LightRAG is a fast and simple Retrieval-Augmented Generation (RAG) framework for efficient knowledge retrieval and generation.

29.0K
Active
Python
RAG & Vector
RAG Frameworks
Python
#RAG#retrieval-augmented-generation#knowledge-graph

topoteretes/cognee

An open-source Python library that provides a simple, efficient way to add memory and context to AI agents.

13.0K
Active
Python
Agents & Orchestration
#ai-agents#ai-memory#cognitive-architecture

neo4j-labs/llm-graph-builder

Builds a Neo4j graph from unstructured data using LLMs

4.5K
Active
Jupyter Notebook
LLM Frameworks
AI Tool Connectors
React
#graph-construction#LLM#Neo4j

circlemind-ai/fast-graphrag

An intelligent and adaptable RAG (Retrieval Augmented Generation) library for AI-powered applications.

3.7K
Stable
Python
RAG & Vector
GraphQL
Python
#retrieval-augmented-generation#vector-databases#graphql

gusye1234/nano-graphrag

A simple, easy-to-hack implementation of GraphRAG, a tool for building AI-powered applications.

3.7K
Active
Python
LLM Frameworks
AI Code Generation
Python
#gpt#graphrag#llm

FalkorDB/FalkorDB

A fast, open-source graph database built using GraphBLAS for use in large-scale knowledge graph applications.

3.6K
Active
C
Database
LLM Frameworks
#graph-database#knowledge-graph#llm

pingcap/autoflow

A conversational knowledge base tool built with TiDB Serverless Vector Storage for AI-powered workflows.

2.7K
Active
TypeScript
RAG & Vector
Search-as-a-Service
React
#chatbot#knowledge-graph#serverless

Azure-Samples/graphrag-accelerator

One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure for vibe coders.

2.4K
Experimental
Python
RAG & Vector
BaaS Platforms
Python
#knowledge-graph#rag#vector-databases

adongwanai/AgentGuide

A comprehensive guide and resources for developing AI agents and working with large language models (LLMs).

2.1K
Active
HTML
LLM Frameworks
Agents & Orchestration
React
#ai-agent#langchain#llm

1517005260/graph-rag-agent

An integrated solution for building and evaluating knowledge graphs using AI tools like GraphRAG and LightRAG.

1.9K
Stable
Python
LLM Frameworks
Agents & Orchestration
Python
#agentic-rag#chain-of-exploration#deepresearch

moyangzhan/langchain4j-aideepin

A Java-based framework for building AI-powered productivity tools, including chatbots, drawing, knowledge management, and more.

1.2K
Active
Java
AI Agents
MCP Frameworks
#ai-agent#ai-workflow#knowledge-base

Zleap-AI/SAG

A SQL-driven RAG engine that automatically builds a knowledge graph during querying, enabling knowledge-enhanced applications.

1.1K
Stable
Python
RAG & Vector
Databases
Next.js
#knowledge-graph#information-retrieval#data-engineering

TheAiSingularity/graphrag-local-ollama

Local support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3) - LLM & Embedding extraction

1.1K
Archived
Python
LLM Frameworks
API Frameworks
Python
#llm#embedding#vector-database

TencentCloudADP/youtu-graphrag

A Python library that boosts cost efficiency, inference accuracy, and cross-domain adaptability for complex QA systems.

1.1K
Active
Python
LLM Frameworks
Agents & Orchestration
Python
#llm#graph#rag

apecloud/ApeRAG

A production-ready GraphRAG platform with multi-modal indexing, AI agents, and scalable Kubernetes deployment.

1.1K
Active
Python
Agents & Orchestration
RAG Frameworks
Python
#agents#context-engineering#graphrag

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