Project comparison
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
35 production-grade agentic AI architectures (Reflexion, LATS, GraphRAG, MemGPT, Voyager, BrowserAgent, ...) — a Python library and runnable textbook with multi-provider LLM support and a 17-task benchmark leaderboard.
Best matched with other agent tools.
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
Best matched with other agent tools.
ragflow has the larger GitHub footprint with 85.7K stars.
ragflow is currently growing faster at +5.4K stars this week.
ragflow has the stronger automated maintenance signal at 98/100. This is not a security or fit verdict.
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | All Agentic Architectures | ragflow |
|---|---|---|
| Evidence status | Basic listing· 15h ago | Recently verified· 13h ago |
| GitHub stars | 3.9K | 85.7K |
| Weekly growth | 0 | +5.4K |
| Health score | Caution35/100 |
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| Contributors | 3 | 681 |
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| Commits per week | 2.2 | 133.2 |
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| Open issues | 9 | 2.1K |
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| Language | Jupyter Notebook | Go |
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| License | MIT | Apache-2.0 |
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| Last commit | 1mo ago | 18h ago |
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| Last release | v0.3.0 | v0.26.4 |
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