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AI Integration Lab

Two small, working integration patterns. One streams model responses; the other validates structured output. Credentials and rate limits remain server-side.

Streaming

Streaming Chat

A conversational assistant whose responses stream in token-by-token, the same pattern that powers modern AI chat UIs.
Server routeRate limitedToken stream
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Structured output

Text Analyzer

Paste any text and get back structured JSON (sentiment, tone, topics, and reading level) using Gemini's structured-output mode.
Zod validatedTyped JSONServer route
Open demo