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community: fixed bug in model2vec embedding code #28670

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Dec 11, 2024
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community: fixed bug in model2vec embedding code #28670

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6 changes: 3 additions & 3 deletions libs/community/langchain_community/embeddings/model2vec.py
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Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@


class Model2vecEmbeddings(Embeddings):
"""model2v embedding models.
"""Model2Vec embedding models.

Install model2vec first, run 'pip install -U model2vec'.
The github repository for model2vec is : https://github.com/MinishLab/model2vec
Expand Down Expand Up @@ -51,7 +51,7 @@ def embed_documents(self, texts: List[str]) -> List[List[float]]:
List of embeddings, one for each text.
"""

return self._model.encode_as_sequence(texts)
return self._model.encode(texts).tolist()

def embed_query(self, text: str) -> List[float]:
"""Embed a query using the model2vec embeddings model.
Expand All @@ -63,4 +63,4 @@ def embed_query(self, text: str) -> List[float]:
Embeddings for the text.
"""

return self._model.encode(text)
return self._model.encode(text).tolist()
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