feat: support Jina AI v5 Matryoshka embedding models (nano + small)#135

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metaphorics wants to merge 11 commits into

rtk-ai:mainfrom

metaphorics:feat/jina-v5-matryoshka

Commits on Apr 29, 2026

refactor(icm-store): return MigrationStatus from dim-change migration
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feat(icm-core): extend Embedder trait with embed_query, embed_document, model_name, license
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feat(icm-core): add jina-v5-text-nano embedder backend via ort + tokenizers
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fix(icm-core): fix misleading download message and document deferred embed_query
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docs: add jina-v5 vertical slice issue list
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feat(icm-core): add jina-v5-text-small (Qwen3) embedder backend
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feat(icm-cli): add JinaV5Small backend variant to config and factory
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feat(icm-cli): auto re-embed on embedder dim change; add --no-auto-reembed
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feat(icm-core): enforce asymmetric retrieval prefixes in Jina v5 backends (S-4)
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feat(icm-cli): docs, UX, and license disclosure for Jina v5 backends (S-5)
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docs(issues): F-1 patch ready for Anush008/fastembed-rs; F-2 blocked
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