Low-Code Platforms

RAGFlow

Open-source RAG engine with deep document understanding for grounded answers.

As of 1 October 2026, RAGFlow ranks 17th of 27 in Low-Code Platforms on the Agent Reality Index — scored 51.2 of 100, led by market demand.

#1751.2Index / 100

Score breakdown

Market demand40
Developer adoption51
Real usage93
Momentum52
Production readiness35
Community46

Why this rank: the index weights market demand most heavily — how much RAGFlow is actually searched for and asked about inside AI tools.

Real-world demand

1.4kGoogle searches / mo
16AI / LLM searches / mo
1.4kProduct-site visits / mo
92kGitHub stars

Demand measured via Product-site traffic · confidence: high

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Common questions

RAGFlow — frequently asked questions

What is RAGFlow?

Open-source RAG engine with deep document understanding for grounded answers. It is tracked in the Low-Code Platforms category of the Agent Reality Index.

What is RAGFlow's Agent Reality Index ranking?

As of 1 October 2026, RAGFlow ranks 17th of 27 in Low-Code Platforms, with an overall Agent Reality Index score of 51.2 of 100.

How is RAGFlow scored?

The index blends six real-world signals — market demand (weighted most heavily), developer adoption, real usage, momentum, production-readiness, and community — into a 0–100 score, rather than relying on GitHub stars or vendor opinion.

Is RAGFlow open source?

RAGFlow is open source; its code is publicly available on GitHub.

How popular is RAGFlow?

Measured 1 October 2026, RAGFlow draws about 1.4k Google searches a month, around 16 AI and LLM searches, roughly 92k GitHub stars. Demand confidence is rated high.

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