Adds quality-filter controls to the search UI: a "min score" select
(any/2+/3+/4+/5) and a "hide banter" checkbox. Q/A hits gain a small
color-coded usefulness badge (1-5, red->green) and a topic_class tag
(computer-help, banter, off-topic, promo). Low-score and banter rows
render dimmed by default so they're visible but de-emphasized.
Defaults to "any" + banter visible to preserve existing search habits.
Mike toggles up when he wants quality. URL-encoded params built via
URLSearchParams so empty values don't leak into requests.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Streams the read-only archive.db over the same Tailscale-routed port
as the search service. Companion to azcomputerguru/radio-archive-portable
which curl-fetches from this endpoint and runs locally on the laptop.
Disclosure equivalent to /api/search (which already exposes every
transcript), so no auth added. Deployed to Jupiter; verified GET
returns 60 MB SQLite blob with all 1,405 classifier rows intact.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Adds an Ollama-based content quality classifier and exposes the
results via the search API. 1,407 existing Q/A pairs were scored
in 3.5h via qwen3:14b (1,405 succeeded, 2 failed).
Distribution: 37% scored 4-5 (useful), 41% scored 1-2 (banter/promo/
off-topic). 43% flagged as banter overall. Default-on filtering at
search time will hide ~half of the noise without losing any real
listener questions.
Files:
- new classify_qa_quality.py: walks qa_pairs, calls Ollama qwen3:14b
per row, writes usefulness_score/topic_class/is_banter back to DB.
Idempotent (--rebuild to reprocess), --smoke for sample check, --limit
for partial runs. Detached run handles 1407 rows in ~3.5h on a 4090.
- server/main.py: /api/search accepts min_score (0-5) and exclude_banter
query params. NULL scores treat as "include" so unprocessed rows still
appear. Episode detail endpoint includes the new fields in qa results.
Schema migration in import_to_sqlite.py was made by the same agent run
(visible on the live archive.db: usefulness_score / topic_class /
is_banter columns now exist on qa_pairs).
Local archive.db updated; Jupiter container has NOT been redeployed
yet — that is a separate manual step.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Read-only HTTP layer over archive.db. Endpoints: /api/stats,
/api/episodes, /api/episodes/{id}, /api/episodes/{id}/transcript,
/api/search (FTS5 over segments + qa_pairs, bm25-ranked, snippets),
/api/callers. Single-file HTML index with debounced search UI.
Deployed: Jupiter (Unraid Docker), bound to 172.16.3.20:8765, LAN only.
Container path: /mnt/user/appdata/radio-archive/{app,data}.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
