- LocalModelClient.embed() calls the OpenAI-compatible /embeddings endpoint
(local nomic model); base_url shared with chat, model via GOODNEWS_EMBED_MODEL.
- New article_embeddings table and articles.duplicate_of column (+ migration).
- dedup module: embeds missing articles, clusters near-identical stories within
a date window by cosine similarity (pure-stdlib, vectors normalised once), and
marks all but the highest-ranked member of each cluster as a duplicate.
- 'dedup' CLI command; cycle now runs poll -> classify -> dedup -> brief.
- Feed and brief queries hide duplicates, so a story carried by multiple
outlets shows once.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
- deploy/goodnews.service: oneshot unit running 'goodnews cycle' with a
generous TimeoutStartSec so long classify runs are not killed.
- deploy/goodnews.timer: every 15 min, Persistent=true to catch missed runs.
- deploy/goodnews.env.example: LLM endpoint + DB path for the scheduled run.
- README: scheduling/install docs.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
- queries.py: shared read-only query helpers (feed, brief, category counts)
returning plain dicts, used by the API and available to the CLI.
- api.py: FastAPI service with Pydantic response models (the companion-app
contract), CORS, and endpoints for categories, feed, brief, and health;
mounts a static site at /.
- static/index.html: minimal dependency-free site rendering the daily five
and topic/flavor category browsing.
- 'goodnews serve' command launches uvicorn (lazy import; core CLI stays
pure-stdlib). Web deps live behind the optional [web] extra.
- Dockerfile + .dockerignore + build-system metadata so the service installs
and deploys cleanly, with the DB mounted as a shared volume.
- README: web/API and deployment docs.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
thejayman77