update AI inference exaples for phi articles

Author: msakande

articles/ai-studio/how-to/deploy-models-phi-3-5-vision.md

@@ -227,7 +227,7 @@ print_stream(result)
 Explore other parameters that you can specify in the inference client. For a full list of all the supported parameters and their corresponding documentation, see [Azure AI Model Inference API reference](https://aka.ms/azureai/modelinference).
 
 ```python
-from azure.ai.inference.models import ChatCompletionsResponseFormat
+from azure.ai.inference.models import ChatCompletionsResponseFormatText
 
 response = client.complete(
     messages=[
@@ -240,7 +240,7 @@ response = client.complete(
     stop=["<|endoftext|>"],
     temperature=0,
     top_p=1,
-    response_format={ "type": ChatCompletionsResponseFormat.TEXT },
+    response_format={ "type": ChatCompletionsResponseFormatText() },
 )
 ```
 
@@ -1613,13 +1613,11 @@ For more examples of how to use Phi-3 family models, see the following examples
 
 | Description                               | Language          | Sample                                                          |
 |-------------------------------------------|-------------------|-----------------------------------------------------------------|
-| CURL request                              | Bash              | [Link](https://aka.ms/phi-3/webrequests-sample)         |
-| Azure AI Inference package for JavaScript | JavaScript        | [Link](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/ai/ai-inference-rest/samples)  |
+| Azure AI Inference package for C#         | C#                | [Link](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/ai/Azure.AI.Inference/samples)  |
+| Azure AI Inference package for JavaScript | JavaScript        | [Link](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/ai/ai-inference-rest/samples) |
 | Azure AI Inference package for Python     | Python            | [Link](https://aka.ms/azsdk/azure-ai-inference/python/samples)  |
-| Python web requests                       | Python            | [Link](https://aka.ms/phi-3/webrequests-sample)         |
-| OpenAI SDK (experimental)                 | Python            | [Link](https://aka.ms/phi-3/openaisdk)                  |
-| LangChain                                 | Python            | [Link](https://aka.ms/phi-3/langchain-sample)           |
-| LiteLLM                                   | Python            | [Link](https://aka.ms/phi-3/litellm-sample)             | 
+| LangChain                                 | Python            | [Link](https://aka.ms/azureai/langchain)           |
+| Llama-Index                               | Python            | [Link](https://aka.ms/azureai/llamaindex)             | 
 
 
 ## Cost and quota considerations for Phi-3 family models deployed as serverless API endpoints

articles/ai-studio/how-to/deploy-models-phi-3-vision.md

@@ -1404,13 +1404,11 @@ For more examples of how to use Phi-3 family models, see the following examples
 
 | Description                               | Language          | Sample                                                          |
 |-------------------------------------------|-------------------|-----------------------------------------------------------------|
-| CURL request                              | Bash              | [Link](https://aka.ms/phi-3/webrequests-sample)         |
-| Azure AI Inference package for JavaScript | JavaScript        | [Link](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/ai/ai-inference-rest/samples)  |
+| Azure AI Inference package for C#         | C#                | [Link](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/ai/Azure.AI.Inference/samples)                  |
+| Azure AI Inference package for JavaScript | JavaScript        | [Link](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/ai/ai-inference-rest/samples) |
 | Azure AI Inference package for Python     | Python            | [Link](https://aka.ms/azsdk/azure-ai-inference/python/samples)  |
-| Python web requests                       | Python            | [Link](https://aka.ms/phi-3/webrequests-sample)         |
-| OpenAI SDK (experimental)                 | Python            | [Link](https://aka.ms/phi-3/openaisdk)                  |
-| LangChain                                 | Python            | [Link](https://aka.ms/phi-3/langchain-sample)           |
-| LiteLLM                                   | Python            | [Link](https://aka.ms/phi-3/litellm-sample)             | 
+| LangChain                                 | Python            | [Link](https://aka.ms/azureai/langchain)           |
+| Llama-Index                               | Python            | [Link](https://aka.ms/azureai/llamaindex)             |  
 
 
 ## Cost and quota considerations for Phi-3 family models deployed to managed compute

articles/ai-studio/how-to/deploy-models-phi-3.md

@@ -261,7 +261,7 @@ print_stream(result)
 Explore other parameters that you can specify in the inference client. For a full list of all the supported parameters and their corresponding documentation, see [Azure AI Model Inference API reference](https://aka.ms/azureai/modelinference).
 
 ```python
-from azure.ai.inference.models import ChatCompletionsResponseFormat
+from azure.ai.inference.models import ChatCompletionsResponseFormatText
 
 response = client.complete(
     messages=[
@@ -1457,13 +1457,11 @@ For more examples of how to use Phi-3 family models, see the following examples
 
 | Description                               | Language          | Sample                                                          |
 |-------------------------------------------|-------------------|-----------------------------------------------------------------|
-| CURL request                              | Bash              | [Link](https://aka.ms/phi-3/webrequests-sample)         |
-| Azure AI Inference package for JavaScript | JavaScript        | [Link](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/ai/ai-inference-rest/samples)  |
+| Azure AI Inference package for C#         | C#                | [Link](https://github.com/Azure/azure-sdk-for-net/tree/main/sdk/ai/Azure.AI.Inference/samples)                  |
+| Azure AI Inference package for JavaScript | JavaScript        | [Link](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/ai/ai-inference-rest/samples) |
 | Azure AI Inference package for Python     | Python            | [Link](https://aka.ms/azsdk/azure-ai-inference/python/samples)  |
-| Python web requests                       | Python            | [Link](https://aka.ms/phi-3/webrequests-sample)         |
-| OpenAI SDK (experimental)                 | Python            | [Link](https://aka.ms/phi-3/openaisdk)                  |
-| LangChain                                 | Python            | [Link](https://aka.ms/phi-3/langchain-sample)           |
-| LiteLLM                                   | Python            | [Link](https://aka.ms/phi-3/litellm-sample)             | 
+| LangChain                                 | Python            | [Link](https://aka.ms/azureai/langchain)           |
+| Llama-Index                               | Python            | [Link](https://aka.ms/azureai/llamaindex)             |  
 
 
 ## Cost and quota considerations for Phi-3 family models deployed as serverless API endpoints