- Folder discovery groups files by version (V1, V2, ...); only the highest
version per master/adapt is matched. Lower versions are reported as
"superseded" so users can see what was skipped.
- Matching is now an asymmetric 3-pass cascade per adaptation:
Pass 1: masters of same duration (±0.5s) — pHash + AKAZE
Pass 2: masters strictly longer than the adapt — pHash + AKAZE
(shorter masters can't have produced the adapt; never compared)
Pass 3: AI Vision on same-duration / different-resolution masters,
triggered only when Passes 1 and 2 find nothing (covers crops).
- AI Vision default switched from gpt-4o to gemini-2.5-flash (~10x cheaper)
and re-enabled in CampaignMatcher.
- Master temp files now persist for the whole run so Pass 3 can re-read
frames; cleanup still happens via shutil.rmtree at end of run.
- Report shows a "Resolved at" badge per match (Pass 1/2/3) and a new
Superseded Files section.
- New /video-master/report/<id>/download endpoint serves the saved HTML
with attachment headers; Download buttons added to results.html and
view_report.html.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
UsageLog now records input_tokens and output_tokens separately and costs
each side at its real rate. The old single 'blended' rate underpriced
input-heavy workloads (vision/QC) and overpriced output-heavy ones.
COST_PER_MILLION_TOKENS rebuilt against the live OpenAI, Gemini and
Anthropic pricing pages (GPT-5.4 family, GPT-4.x, o4-mini; Gemini 2.5
Pro/Flash/Flash-Lite + 1.5 legacy; Claude 4.7/4.6/4.5 + 3.x legacy).
Unknown models now warn instead of silently defaulting to $5/1M.
Adds idempotent ALTER TABLE migration on startup so existing SQLite DBs
pick up the new columns. Dashboard + API surface the input/output split.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
New blueprint-based module system (hm_qc, video_qc, video_master,
reporting), core framework (database, config, templates), and
unified web interface with progress tracking and tab navigation.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
