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Library/ LLMs & Generative AI/ Module 3 · Project 1: Customer Support Email Assistant (prompting, structured output, tool calling)/ 3.8 Deploy

subtopic

Gradio app with human approval

10 min applied10 min research3 curated resources

Build the app: paste an email → see the extracted fields, order status and an editable draft reply, with Approve / Reject buttons that save the final version to a CSV (later useful for training). Show cost and time per email. Publish on Hugging Face Spaces with the API key stored as a Space secret.

Builds on: S13 · Build: Save, Pipeline & Local Deployment, 2.7 Deploy the model

Notes, key code, what to skip and 3 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.

Gradio app with human approval · 1x1labs.ai