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Library/ Deployment & LLMOps/ Module 2 · Project 1: Serve AI Models as an API (FastAPI)/ 2.8 Front end

subtopic

Streamlit (or Gradio) app calling your API

10 min applied10 min research2 curated resources

Build a small front end that calls YOUR API (not the model directly): a credit-risk form and a chat page that shows streamed answers and sources, with friendly error messages and a feedback button (thumbs up/down) that POSTs to /v1/feedback. Learn simple UX rules for AI apps: show progress, show sources, allow retry, explain limits.

Builds on: 2.8 Deploy, 3.8 Deploy

Notes, key code, what to skip and 2 curated resources are inside the platform.Join the waitlist and we'll build you a roadmap that includes this topic only if your goal needs it.

Streamlit (or Gradio) app calling your API · 1x1labs.ai