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feat: add Sparse Embedders based on Sentence Transformers #9588

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Merged
merged 26 commits into from
Sep 19, 2025
Merged

feat: add Sparse Embedders based on Sentence Transformers #9588

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2506f4f
Added backend class for SparseEncoder and also SentenceTransformersSp…
Ryzhtus Jul 3, 2025
abd7ea5
Added SentenceTransformersSparseDocumentEmbedder
Ryzhtus Jul 3, 2025
82b87c2
Created a separate _SentenceTransformersSparseEmbeddingBackendFactory…
Ryzhtus Aug 3, 2025
73eaa97
Remove unused parameter
Ryzhtus Aug 3, 2025
74c222e
Wrapped output into SparseEmbedding dataclass + fix tests
Ryzhtus Aug 3, 2025
4ddde78
Return correct SparseEmbedding, imports and tests
Ryzhtus Aug 22, 2025
3ed6005
Merge branch 'main' into feat/support_sparse_models_in_sentence_trans…
Ryzhtus Aug 22, 2025
341767b
Merge branch 'main' into st-sparse
anakin87 Aug 28, 2025
71950af
fix fmt
anakin87 Aug 28, 2025
3c08b33
Merge branch 'deepset-ai:main' into feat/support_sparse_models_in_sen…
Ryzhtus Sep 6, 2025
a469c8f
Style changes and fixes
Ryzhtus Sep 6, 2025
be29552
Added a test for embed function
Ryzhtus Sep 14, 2025
f7536f9
Added integration test and fixed some other tests
Ryzhtus Sep 14, 2025
69dfa63
Merge branch 'main' into feat/support_sparse_models_in_sentence_trans…
Ryzhtus Sep 14, 2025
90dd503
Add lint fixes
Ryzhtus Sep 14, 2025
555e897
Merge branch 'feat/support_sparse_models_in_sentence_transformers' of…
Ryzhtus Sep 14, 2025
21313ce
Fixed positional arguments
Ryzhtus Sep 14, 2025
832b76b
Merge branch 'main' into st-sparse
anakin87 Sep 18, 2025
60e2805
fix types, simplify and more
anakin87 Sep 18, 2025
3620d09
fix
anakin87 Sep 18, 2025
d95b0e9
token fixes
anakin87 Sep 19, 2025
527e24b
pydocs, small model in test, cache improvement
anakin87 Sep 19, 2025
06e8d8b
try 3.9 for docs
anakin87 Sep 19, 2025
044652d
better to pin click
anakin87 Sep 19, 2025
cfc7dda
release note
anakin87 Sep 19, 2025
4e7850c
small fix
anakin87 Sep 19, 2025
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try 3.9 for docs
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@anakin87
anakin87 committed Sep 19, 2025
commit 06e8d8bbd32e8f66f0beeacc7fba12a9df614c17
2 changes: 1 addition & 1 deletion .github/workflows/readme_sync.yml
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Expand Up @@ -14,7 +14,7 @@ on:

env:
HATCH_VERSION: "1.14.1"
PYTHON_VERSION: "3.10"
PYTHON_VERSION: "3.9"

jobs:
sync:
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