Merge pull request #257609 from mrbullwinkle/mrb_11_6_2023_python_embeddings

[Azure OpenAI] embeddings update

Author: prmerger-automator[bot]

articles/ai-services/openai/how-to/embeddings.md

@@ -6,7 +6,7 @@ services: cognitive-services
 manager: nitinme
 ms.service: azure-ai-openai
 ms.topic: how-to
-ms.date: 11/02/2023
+ms.date: 11/06/2023
 author: mrbullwinkle
 ms.author: mbullwin
 recommendations: false
@@ -30,7 +30,8 @@ curl https://YOUR_RESOURCE_NAME.openai.azure.com/openai/deployments/YOUR_DEPLOYM
   -d '{"input": "Sample Document goes here"}'
 ```
 
-# [python](#tab/python)
+# [OpenAI Python 0.28.1](#tab/python)
+
 ```python
 import openai
 
@@ -47,6 +48,26 @@ embeddings = response['data'][0]['embedding']
 print(embeddings)
 ```
 
+# [OpenAI Python 1.0](#tab/python-new)
+
+```python
+import os
+from openai import AzureOpenAI
+
+client = AzureOpenAI(
+  api_key = os.getenv("AZURE_OPENAI_KEY"),  
+  api_version = "2023-05-15",
+  azure_endpoint =os.getenv("AZURE_OPENAI_ENDPOINT") 
+)
+
+response = client.embeddings.create(
+    input = "Your text string goes here",
+    model= "text-embedding-ada-002"
+)
+
+print(response.model_dump_json(indent=2))
+```
+
 # [C#](#tab/csharp)
 ```csharp
 using Azure;