RAGFlow

As of 1 August 2026, RAGFlow ranks 19th of 25 in Low-Code Platforms on the Agent Reality Index — scored 45.6 of 100, led by market demand.

#19 45.6 Index / 100

Score breakdown

Market demand 32
Developer adoption 52
Real usage 83
Momentum 71
Production readiness 53
Community 48

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

732Google searches / mo
7AI / LLM searches / mo
732Product-site visits / mo
87kGitHub stars

Demand measured via Product-site traffic · confidence: high

RAGFlow — frequently asked questions

What is RAGFlow's Agent Reality Index ranking?

As of 1 August 2026, RAGFlow ranks 19th of 25 in Low-Code Platforms, with an overall Agent Reality Index score of 45.6 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 August 2026, RAGFlow draws about 732 Google searches a month, around 7 AI and LLM searches, roughly 87k GitHub stars. Demand confidence is rated high.

Whichever tool you pick, the framework is the replaceable layer. Is your organisation ready?

Take the assessment →