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community[patch]: add delete() method to AzureSearch vector store (#21127)
**Issue:** Currently `AzureSearch` vector store does not implement `delete` method. This PR implements it. This also makes it compatible with LangChain indexer. **Dependencies:** None **Twitter handle:** @martintriska1 --------- Co-authored-by: Bagatur <baskaryan@gmail.com>
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@@ -377,6 +377,22 @@ class AzureSearch(VectorStore):
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else:
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raise Exception(response)
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def delete(self, ids: Optional[List[str]] = None, **kwargs: Any) -> bool:
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"""Delete by vector ID.
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Args:
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ids: List of ids to delete.
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Returns:
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bool: True if deletion is successful,
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False otherwise.
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"""
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if ids:
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res = self.client.delete_documents([{"id": i} for i in ids])
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return len(res) > 0
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else:
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return False
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def similarity_search(
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self, query: str, k: int = 4, **kwargs: Any
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) -> List[Document]:
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