From da96c511d1bcf6175d797e64bfcf90649743a93d Mon Sep 17 00:00:00 2001
From: Abhinav <60320192+blacksmithop@users.noreply.github.com>
Date: Wed, 17 Jan 2024 22:41:16 +0530
Subject: [PATCH] docs: Replace azure_cosmos_db_vector_search with
 azure_cosmos_db in Cosmos DB Documentation (#16122)

**Description**: This PR fixes an error in the documentation for Azure
Cosmos DB Integration.
**Issue**: The correct way to import `AzureCosmosDBVectorSearch` is
```python
from langchain_community.vectorstores.azure_cosmos_db import (
    AzureCosmosDBVectorSearch,
)
```
While the
[documentation](https://python.langchain.com/docs/integrations/vectorstores/azure_cosmos_db)
states it to be
```python
from langchain_community.vectorstores.azure_cosmos_db_vector_search import (
    AzureCosmosDBVectorSearch,
    CosmosDBSimilarityType,
)
```
As you can see in
[azure_cosmos_db.py](https://github.com/langchain-ai/langchain/blob/c323742f4fda30e8bef5381f41f66192afb2b9d2/libs/langchain/langchain/vectorstores/azure_cosmos_db.py#L1C45-L2)
**Dependencies:**: None
**Twitter handle**: None
---
 docs/docs/integrations/vectorstores/azure_cosmos_db.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/docs/integrations/vectorstores/azure_cosmos_db.ipynb b/docs/docs/integrations/vectorstores/azure_cosmos_db.ipynb
index b8ac0b5df5..9c00fe0d7e 100644
--- a/docs/docs/integrations/vectorstores/azure_cosmos_db.ipynb
+++ b/docs/docs/integrations/vectorstores/azure_cosmos_db.ipynb
@@ -132,7 +132,7 @@
    "source": [
     "from langchain.text_splitter import CharacterTextSplitter\n",
     "from langchain_community.document_loaders import TextLoader\n",
-    "from langchain_community.vectorstores.azure_cosmos_db_vector_search import (\n",
+    "from langchain_community.vectorstores.azure_cosmos_db import (\n",
     "    AzureCosmosDBVectorSearch,\n",
     "    CosmosDBSimilarityType,\n",
     ")\n",