retrieval-augmented-generation

carrel

+173

Ontology-Augmented Generation for AI agents.

LEANN

+572

[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.

PageIndex

+394

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

ragflow

+356

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

RAG-Anything

+196

"RAG-Anything: All-in-One RAG Framework"

memvid/memvid

+552

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

HKUDS/LightRAG

+121

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

Agent-S

+105

Agent S: the state-of-the-art open source computer use agents

AutoRAG

+76

Your Personal Librarian Agent. Ask anything on your computer, organize files, remember important info and files.