Low-Code Platforms

RAGFlow

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

As of 1 November 2026, RAGFlow ranks 19th of 27 in Low-Code Platforms on the Agent Reality Index — scored 46.5 of 100, led by market demand.

#1946.5Index / 100

Score breakdown

Market demand31
Developer adoption52
Real usage83
Momentum53
Production readiness39
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

373Google searches / mo
9AI / LLM searches / mo
373Product-site visits / mo
93kGitHub stars

Demand measured via Product-site traffic · confidence: high

GitHub repository ↗Full Low-Code Platforms board →Methodology →
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 November 2026, RAGFlow ranks 19th of 27 in Low-Code Platforms, with an overall Agent Reality Index score of 46.5 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 November 2026, RAGFlow draws about 373 Google searches a month, around 9 AI and LLM searches, roughly 93k GitHub stars. Demand confidence is rated high.

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

Take the assessment →