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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

pathwaycom/llm-app

AI pipelines for RAG, enterprise search, and document indexing with real-time data sync

56.2K
Stable
Jupyter Notebook
RAG & Vector
LLM Frameworks
Jupyter Notebook
#ai-pipelines#rag#llm

chatchat-space/Langchain-Chatchat

RAG & Agent app for LLMs with local knowledge base support

37.4K
Stable
Python
RAG & Vector
Agents & Orchestration
LangChain
#RAG#Agent#LLM

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

stanford-oval/storm

LLM-powered knowledge curation system for generating research reports with citations

28.0K
Stable
Python
Agent Coordination
RAG & Vector
Python
#agentic-rag#deep-research#knowledge-curation

deepset-ai/haystack

AI orchestration framework for building LLM applications with pipelines and agents

24.4K
Active
MDX
Agents & Orchestration
RAG Frameworks
Python
#ai-orchestration#llm-framework#rag-systems

llmware-ai/llmware

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

14.9K
Active
Python
Next.js
#LLM Frameworks#RAG Pipelines#Small Specialized Models

HKUDS/RAG-Anything

An all-in-one Retrieval-Augmented Generation (RAG) framework for building multi-modal AI applications.

14.0K
Active
Python
RAG & Vector
Python
#multi-modal-ai#retrieval-augmented-generation#rag-framework

memvid/memvid

A Rust-based memory layer for AI agents, enabling serverless, single-file memory with instant retrieval and long-term storage.

13.3K
Active
Rust
Agents & Orchestration
#ai#memory#knowledge-base

neuml/txtai

All-in-one AI framework for semantic search, LLM orchestration and language model workflows

12.3K
Active
Python
LLM Frameworks
Python
#semantic-search#language-model#llm

FlagOpen/FlagEmbedding

A Python repository for retrieval and retrieval-augmented LLMs

11.4K
Stable
Python
React
#embedding#retrieval-augmented-generation#sentence-embeddings

yichuan-w/LEANN

A Python library for efficient RAG (Retrieval-Augmented Generation) applications with AI-powered vector database and private storage.

10.3K
Active
Python
LLM Frameworks
React
#vector-database#private-storage#RAG-applications

The-Pocket/PocketFlow

A lightweight LLM framework that allows developers to build their own AI agents and workflows

10.1K
Stable
Python
LLM Frameworks
Python
#agentic-ai#llm-framework#workflow-orchestration

simular-ai/Agent-S

An open agentic framework that enables computers to act like humans

10.0K
Active
Python
React
#agent-computer-interface#in-context-reinforcement-learning#grounding

SciPhi-AI/R2R

A production-ready AI retrieval system with a RESTful API, built using Agentic Retrieval-Augmented Generation (RAG).

7.7K
Stable
Python
RAG & Vector
LLM Frameworks
Python
#artificial-intelligence#large-language-models#question-answering

WangRongsheng/awesome-LLM-resources

A comprehensive collection of resources for large language models, including AI coding tools, MCP frameworks, and more.

7.6K
Active
LLM Frameworks
AI Code Generation
#large-language-models#llm#ai-coding

MemTensor/MemOS

An OS-level memory layer for large language models, AI agents, and multi-agent systems with long-term, working, and external memory.

6.2K
Active
Python
Agents & Orchestration
LLM Frameworks
Python
#agent#llm#memory

airweave-ai/airweave

Open-source context retrieval layer for AI agents

6.0K
Active
Python
React
#context-retrieval#ai-agents#open-source

TaskingAI/TaskingAI

An open-source platform for building AI-native applications using LLMs, agents, and retrieval-augmented generation.

5.4K
Archived
Python
LLM Frameworks
Agents & Orchestration
LangChain
#ai-native#llm#gpt

truefoundry/cognita

A RAG (Retrieval Augmented Generation) framework for building modular, open-source AI applications by TrueFoundry.

4.3K
Stable
Python
LLM Frameworks
RAG & Vector
React
#ai#llm#rag
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