RAGFlow
Build a superior context layer for AI agents
Ranked #7 in Best RAG platforms.
RAGFlow is an open-source RAG engine that empowers AI agents with reliable context. It delivers an integrated agent platform built specifically for enterprise use.
At a glance
| Best for | enterprise teams requiring robust AI context layers |
From RAGFlow's own website.
Company facts
| Social profiles | LinkedIn, X, YouTube |
Facilities and features
Its website also mentions:
- Published pricing
- API
What stands out
The AI tool combines vector search and BM25 for high-precision retrieval.
“Combine vector search, BM25, and custom scoring with advanced re-ranking to deliver unmatched answer accuracy and context relevance.”RAGFlow, own website
The AI tool integrates RAG, tools, and MCPs within visual workflows.
“Build powerful agents in an all-in-one platform, seamlessly integrating RAG, tools, and MCPs within visual workflows.”RAGFlow, own website
How it ranks
RAGFlow is ranked 7th of 10 in Best RAG platforms (Lister Score 86.0).
#7 in Best RAG platforms · Lister Score 86.0
Built for enterprise teams requiring robust AI context layers.
How the score is made up: fit to this ranking's criteria 40; evidence on its own site 20; how complete its published information is 14; buying information on its own site 12.
“Empower your AI agents through the leading open-source RAG engine, delivering reliable context and an integrated agent platform, built for enterprise.”RAGFlow, own website
| Rank | Best RAG platforms | Score |
|---|---|---|
| 1 | Pinecone | 94.0 |
| 2 | Ragie | 92.0 |
| 3 | Weaviate | 90.0 |
| 4 | LM-Kit | 88.0 |
| 5 | SiliconFlow | 88.0 |
| 6 | Supavec | 88.0 |
| 7 | RAGFlow | 86.0 |
| 8 | PrivateGPT | 82.0 |
| 9 | Babelscape | 80.0 |
| 10 | FloTorch | 76.0 |
Frequently asked questions
How does RAGFlow rank on Lister?
RAGFlow is ranked 7th of 10 in Best RAG platforms (Lister Score 86.0).