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test(search): image search levels on the owner's images, totals only - #43

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leemour merged 1 commit into
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test/image-search
Oct 13, 2026
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leemour merged 1 commit into
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test/image-search

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@leemour leemour commented Oct 13, 2026

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Why: the owner wants images findable (image search plan, 2026-10-13, all three levels). This measures caption, surrounding conversation (e5) and two picture models on 150 of the owner's Telegram photos with 30 queries. Totals only; queries and per-query rows stay in the private report.

Lane hit@1 hit@5 MRR
caption (e5) .37 .43 .39
context (e5) .50 .57 .55
CLIP B/32 + multilingual text, Russian queries .77 .97 .86
SigLIP2 base, Russian queries .57 .77 .66

CLIP: 57 ms per image median, 44 ms per query, 226 MB. SigLIP2: 154 ms, 113 ms, 378 MB. Drive not measured: the CLI returns no image bytes, and the account's 126 Drive images carry no date or place.

Profiles and the account id are inputs (TG_PROFILE, TG_ACCOUNT_ID, DRIVE_PROFILE), never defaults.

🤖 Generated with Claude Code

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
@leemour
leemour merged commit 426fa36 into main Oct 13, 2026
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