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Phase 4: retire Streamlit, Docker web app, answer quality, final README - #13
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The interim Streamlit app and the old experimental dashboard move to legacy/streamlit/ with a README. docker compose now builds web/ (Next.js standalone) on port 3000; the web server reaches the API at backend:8000 while browsers use localhost:8000. Pages that could not reach the API while prerendering render per request. Compiled __pycache__ files are untracked. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…mpact analytical view gpt-oss spends part of max_tokens reasoning, which cut long answers short; answers now get 1200 tokens and the router 600. The analytical insight is asked for in plain prose instead of restating the rows. The web chat shows a finished analytical answer as its title and explanation, with the rows in the chart and table, and maps keep enough area around the points to show the coastline. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
The README now leads with the web app (screenshots of the landing page, chat and float page), describes the run log, the live and bundled data, and runs the stack on port 3000. DEPLOY.md points at the new file locations. Search results and float pages download profiles as CSV, NetCDF or ASCII. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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Phase 4 of the showcase plan: finish the launch. It retires Streamlit, runs the new web app in Docker, improves answer quality, and rewrites the README around the new UI.
Changes
legacy/streamlit/, with a README on how to run them. The API still acceptsFRONTEND_TOKEN. Committed__pycache__/*.pycfiles are untracked.web/Dockerfilebuilds a Next.js standalone server on port 3000. Browsers reach the API atlocalhost:8000, while the web server usesbackend:8000(API_URL_INTERNAL). Pages that couldn't reach the API while prerendering, as in a Docker build, render per request instead. Verified:docker compose upserves the bundled snapshot, and the chat streams from the local API./exportChecks
web/: 19 unit tests, ESLint andtscclean,next buildpasses, including with the API unreachable.After merge and the Render redeploy, I'll re-run the benchmark (the token and prompt changes affect answers) and refresh the chat screenshot.
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