RUC-NLPIR/FlashRAG
⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)
- Stars
- 3.6k
- Forks
- 327
- Open issues
- 36
- Last push
- 10d ago
About FlashRAG
FlashRAG is a free, open-source RAG and AI search tool by RUC-NLPIR, written mainly in Python. ⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource). It has 3.6k GitHub stars and 327 forks, and was last updated 10d ago. It's released under the MIT license, a standard open-source license.
- License
- MIT
- Language
- Python
- Stars
- 3,595
- Last update
- 10d ago
- Runs on Mac
- Not stated
- GPU
- Not stated
- Paid API key
- Not required
- Self-hostable
- Not stated
Similar free tools
ragflow93k stars · 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
LightRAG40k stars · [EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
PageIndex39k stars · 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
agentic-rag-for-dummies4.3k stars · A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.
serviette59k stars · A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway.
FlagEmbedding12k stars · Retrieval and Retrieval-augmented LLMs
FlashRAG FAQ
Is FlashRAG free?
Yes. FlashRAG is open source and free to use. It's released under the MIT license, a standard open-source license.
Does FlashRAG run on a Mac?
The project doesn't say. Check its installation guide before you start.
Does FlashRAG need a GPU?
The project doesn't state hardware needs. AI models generally run much faster with a GPU.
Is FlashRAG still maintained?
Yes. It was last updated 10d ago and has 36 open issues on GitHub.
What are alternatives to FlashRAG?
Similar free, open-source tools include ragflow, LightRAG, PageIndex, agentic-rag-for-dummies.