feat: add multimodal search and granular performance diagnostics
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@@ -38,10 +38,21 @@ Status: implementation started; no production release yet. Windows VM tests use
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- [ ] Watchers and reconciliation across Windows, macOS and Linux.
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## 4. Media
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- [x] Genuine Google image, audio and video embeddings integrated with the shared
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search service and CPU-tested FFmpeg decoding; music tags and duration filters.
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- [x] Frozen independent media corpus with retrieval, timestamp, negative-query
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and indexing-cost measurements (see MEDIA-QUALITY.md).
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- [ ] Improve precise spoken-passage localization, music hard negatives and
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calibrated handling of queries without a relevant match.
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- [ ] Package and verify decoders on every release OS; test production acceleration.
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- [ ] CPU OCR, image retrieval, audio transcription, video segment locations.
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- [ ] Isolated extraction workers with timeouts and resource ceilings.
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## 5. Release gates
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- [x] Shared monotonic Basic/Debug search metrics, granular bounded engine traces,
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actual worker query diagnostics, and headless JSON performance output.
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- [ ] Verify detailed performance UI interaction on native desktop platforms;
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repeat overhead measurements on representative libraries and hardware.
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- [ ] Formatting, lint, tests and security/dependency review.
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- [ ] CPU benchmarks: filename p95 <50 ms/1M records; text <150 ms/100K documents; semantic <500 ms on declared hardware.
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- [ ] Measure cold start, indexing throughput, RAM, disk and idle CPU.
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