Ship the Smart Reply Generator

assembling the full pipeline

Part of: Smart Reply Generator

Time to wire the pieces into one tool. You built tone capture, few-shot prompting, multi-draft generation, output cleaning, and cost control as separate parts. Shipping connects them into a single flow that turns an incoming message into one sendable, on-voice reply. Finishing this lesson saves the build to your Portfolio. The pipeline, end to end Every run of the finished tool is the same ordered flow: 1. Capture tone from the user's sample replies (lesson 3) to get a target profile. 2. Build the few-shot prompt from a budgeted set of examples (lessons 4 and 7) plus the incoming message. 3. Generate several drafts with the model (lesson 5). 4. Clean every draft and drop the unusable ones (lesson 6). 5. Pick the best surviving draft by tone distance (lesson 5). 6. Return one reply : or a safe fallback if nothing survived. Read top to bottom, it is the whole product: measure the voice, show examples, brainstorm, clean, choose. Each function is a lesson you already wrote. What "shipped" means here Shipped does not require a server. It means the tool runs from a clean start, handles a weird input like an empty draft or no examples without crashing, and always returns something sendabl

Challenge: Run the Pipeline