From bf8e3c6dd16b952a1ec385b3b642c3f104131277 Mon Sep 17 00:00:00 2001
From: Krista Pratico <krpratic@microsoft.com>
Date: Thu, 15 Feb 2024 22:23:52 -0800
Subject: [PATCH] community[patch]: add fixes for AzureSearch after update to
 stable azure-search-documents library (#17599)

- **Description:** Addresses the bugs described in linked issue where an
import was erroneously removed and the rename of a keyword argument was
missed when migrating from beta --> stable of the azure-search-documents
package
- **Issue:** https://github.com/langchain-ai/langchain/issues/17598
- **Dependencies:** N/A
- **Twitter handle:** N/A
---
 libs/community/langchain_community/vectorstores/azuresearch.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/libs/community/langchain_community/vectorstores/azuresearch.py b/libs/community/langchain_community/vectorstores/azuresearch.py
index 6e4aed8d22c19..44455199961f5 100644
--- a/libs/community/langchain_community/vectorstores/azuresearch.py
+++ b/libs/community/langchain_community/vectorstores/azuresearch.py
@@ -91,6 +91,7 @@ def _get_search_client(
         SemanticField,
         SemanticPrioritizedFields,
         SemanticSearch,
+        VectorSearch,
         VectorSearchAlgorithmKind,
         VectorSearchAlgorithmMetric,
         VectorSearchProfile,
@@ -255,7 +256,7 @@ def __init__(
                 type=SearchFieldDataType.Collection(SearchFieldDataType.Single),
                 searchable=True,
                 vector_search_dimensions=len(self.embed_query("Text")),
-                vector_search_configuration="default",
+                vector_search_profile_name="myHnswProfile",
             ),
             SearchableField(
                 name=FIELDS_METADATA,