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feat: add multimodal search and granular performance diagnostics
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karl committed 2026-10-12 19:16:23 +02:00
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commit b8400c4fbf
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fixtures/media/image-budget-summary.json
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{
"fixture_sha256": "b4e465a0eb9582b826eebd2a20797e1680e4907e336d02d0ef2194e2ba0af393",
"worker": {
"device": "cpu",
"dimensions": 768,
"media_supported": true,
"model": "google/embeddinggemma-2",
"ready": true,
"runtime": "b11461-no-logits-v1",
"threads": 1
},
"photos": 12,
"queries": 24,
"query_embedding_ms": 2262.7884,
"budgets": [
{
"token_budget": 70,
"encoding_ms": 47612.655699999996,
"metrics": {
"positive_queries": 24,
"unsupported_queries": 0,
"recall_at1": 1.0,
"recall_at5": 1.0,
"mrr": 1.0,
"temporal_queries": 0,
"segment_overlap_hit_at1": null,
"timestamp_point_hit_at1": null,
"segment_overlap_hit_at5": null,
"timestamp_distance_median_s": null,
"timestamp_distance_max_s": null,
"no_answer_queries": 0,
"no_answer_return_rate": null
}
},
{
"token_budget": 280,
"encoding_ms": 199652.08899999998,
"metrics": {
"positive_queries": 24,
"unsupported_queries": 0,
"recall_at1": 1.0,
"recall_at5": 1.0,
"mrr": 1.0,
"temporal_queries": 0,
"segment_overlap_hit_at1": null,
"timestamp_point_hit_at1": null,
"segment_overlap_hit_at5": null,
"timestamp_distance_median_s": null,
"timestamp_distance_max_s": null,
"no_answer_queries": 0,
"no_answer_return_rate": null
}
},
{
"token_budget": 1120,
"encoding_ms": 1493321.6608,
"metrics": {
"positive_queries": 24,
"unsupported_queries": 0,
"recall_at1": 1.0,
"recall_at5": 1.0,
"mrr": 1.0,
"temporal_queries": 0,
"segment_overlap_hit_at1": null,
"timestamp_point_hit_at1": null,
"segment_overlap_hit_at5": null,
"timestamp_distance_median_s": null,
"timestamp_distance_max_s": null,
"no_answer_queries": 0,
"no_answer_return_rate": null
}
}
],
"interpretation": "Same frozen 12 photos and 24 correlated EN/DE queries. Query embeddings shared across budgets. Encoding time is CPU batch cost; ranking-only time excludes inference. Equal small-corpus recall does not prove equal quality on larger or more difficult images."
}