Why it matters

Visual builders help prototyping. Java for production; API bridges enable both.

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The architecture

Prototype in Flowise/Langflow.

Deploy as API.

Java calls the flow API.

Visual builder interopVisual flowFlowise / LangflowAPI endpointgeneratedJava clientinvokes APIPrototype fast in visual; reimplement or wrap for production Java
Visual + Java.
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How it works end to end

Flowise: Node.js visual LLM flows.

Langflow: Python visual.

Export as API.

Java REST client integration.