AI Features service walkthrough
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Stage 01 / AI Features
Use case & prompt design
Clarifying what the AI should solve, structuring prompt templates, and testing sample inputs.
Stage 02 / AI Features
API integration & loading states
Calling the model endpoint, handling async wait states, and displaying clean streaming text.
Stage 03 / AI Features
Response parsing & fallback checks
Parsing JSON outputs, handling rate limits or empty responses, and ensuring consistent formats.
Stage 04 / AI Features
Polished UI & export actions
Adding copy shortcuts, response regeneration, and testing the workflow end to end.