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AI Tools Scout

An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

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Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
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Project comparison

Llm Universe vs ragflow

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

Llm Universe

本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/

Best matched with other agent tools.

13.7K
Stars
+731
Weekly
60/100
Health
ragflow

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.

91.7K
Stars
+5.4K
Weekly
95/100
Health

Quick Take

Adoption

ragflow has the larger GitHub footprint with 91.7K stars.

Momentum

ragflow is currently growing faster at +5.4K stars this week.

Maintenance

ragflow has the stronger automated maintenance signal at 95/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

SignalLlm Universeragflow
Evidence statusBasic listing· 2026-10-04 09:18 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars13.7K91.7K
Weekly growth+731+5.4K
Health scoreHealthy60/100Strong95/100
Contributors26681
Commits per week0.2133.2
Open issues162.1K
LanguageJupyter NotebookGo
LicenseN/AApache-2.0
Last commit2026-07-28 13:47 UTC2026-10-04 04:08 UTC
Last releasev1v0.26.4

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