2.22.0
2.22.0 (2026-10-01)
Chore
- chore: update the citation cache [skip ci] (
53d0e4c)
Ci
- ci: push the citation cache with the RELEASE token (#5544)
push the citation cache with the RELEASE token (e4a85b2)
Feature
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feat: add sentence transformers multi vector models (#5338)
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implement multivector models
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separate wrappers
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Restore multi-vector encoder test and fix mypy type mismatches post-merge
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upd docs
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fix: dtype mismatch in rerank_top_ranked_documents reranking path
Restore the torch.as_tensor() wrap around candidate_embeddings that
existed in the pre-refactor SearchEncoderWrapper._rerank_documents.
Without it, _convert_to_tensor in similarity_functions.py force-casts
the (already numpy) candidate embeddings to float32 while an
already-tensor query embedding keeps its original dtype (e.g. float64),
causing a dtype-mismatch RuntimeError in cos_sim's matmul during
reranking-based retrieval/reranking tasks.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01SHVK39hJCn1fTqsEgtkMwZ
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keep conversion
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don't raise SparseEncoder/MultiVectorEncoder ImportError for unrelated models
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remove comments
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remove comments
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remove comments
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bump version in what's new
Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com> (5be29e1)
Unknown
- Reupload MLQuestions (#5559)
reupload (58ae94b)