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community: Add support for modle2vec embeddings #28507

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blacksmithop
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This PR add an embeddings integration for model2vec, the Model2vecEmbeddings class.

  • Description: Model2Vec lets you turn any sentence transformer into a really small static model and makes running the model faster.

  • Issue:

  • Dependencies: model2vec (pypi)

  • Twitter handle::

  • Add tests and docs:

  • Test, docs

  • Lint and test:

@dosubot dosubot bot added the size:L This PR changes 100-499 lines, ignoring generated files. label Dec 4, 2024
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Name Status Preview Comments Updated (UTC)
langchain ✅ Ready (Inspect) Visit Preview 💬 Add feedback Dec 9, 2024 2:17am

@dosubot dosubot bot added community Related to langchain-community Ɑ: embeddings Related to text embedding models module 🤖:docs Changes to documentation and examples, like .md, .rst, .ipynb files. Changes to the docs/ folder labels Dec 4, 2024
@baskaryan baskaryan enabled auto-merge (squash) December 9, 2024 01:59
@baskaryan baskaryan merged commit 317a38b into langchain-ai:master Dec 9, 2024
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community Related to langchain-community 🤖:docs Changes to documentation and examples, like .md, .rst, .ipynb files. Changes to the docs/ folder Ɑ: embeddings Related to text embedding models module size:L This PR changes 100-499 lines, ignoring generated files.
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