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fix(vectorstores.py): fetch embedding for the near_vector method #133

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fix(vectorstores.py): fetch embedding for the near_vector method #133

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d0552ac
fix(vectorstores.py): fetch embedding for the `near_vector` method
hkhairy Mar 24, 2024
c8bbf02
Merge branch 'main' into fix/get-embedding-for-near-vector
hsm207 Mar 25, 2024
8d65e59
Merge branch 'main' into fix/get-embedding-for-near-vector
hsm207 Mar 25, 2024
2031cc5
reformat code
hsm207 Mar 25, 2024
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5 changes: 4 additions & 1 deletion langchain_weaviate/vectorstores.py
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Original file line number Diff line number Diff line change
Expand Up @@ -255,7 +255,10 @@ def _perform_search(
query=query, vector=embedding, limit=k, **kwargs
)
elif search_method == "near_vector":
result = collection.query.near_vector(limit=k, **kwargs)
embedding = self._embedding.embed_query(query)
result = collection.query.near_vector(
near_vector=embedding, limit=k, **kwargs
)
else:
raise ValueError(f"Invalid search method: {search_method}")
except weaviate.exceptions.WeaviateQueryException as e:
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