Merge pull request #2752 from santiagxf/santiagxf-patch-1

Update supported-languages.md

Author: prmerger-automator[bot]

articles/ai-foundry/model-inference/supported-languages.md

@@ -17,11 +17,13 @@ Models deployed in Azure AI Model Inference can be used with different SDKs and
 
 ## All models
 
-All models deployed to Azure AI model inference support the [Azure AI model inference API](https://aka.ms/aistudio/modelinference) and its associated family of SDKs.
+All models deployed to Azure AI model inference support the [Azure AI model inference API](https://aka.ms/azureai/modelinference) and its associated family of SDKs.
 
 To use these SDKs, connect them to the [Azure AI model inference URI](concepts/endpoints.md#azure-ai-inference-endpoint) (usually in the form `https://<resource-name>.services.ai.azure.com/models`).
 
-### Azure AI inference SDK
+### Azure AI Inference package
+
+The Azure AI Inference package allows you to consume all models deployed to the Azure AI model inference service and easily change among them. Azure AI Inference package is part of the Azure AI Foundry SDK.
 
 | Language   | Documentation | Package | Examples |
 |------------|---------|-----|-------|
@@ -30,12 +32,14 @@ To use these SDKs, connect them to the [Azure AI model inference URI](concepts/e
 | JavaScript | [Reference](/javascript/api/@azure-rest/ai-inference) | [@azure/ai-inference (npm)](https://www.npmjs.com/package/@azure/ai-inference) | [JavaScript examples](https://github.com/Azure/azure-sdk-for-js/tree/main/sdk/ai/ai-inference-rest/samples) |
 | Python     | [Reference](https://aka.ms/azsdk/azure-ai-inference/python/reference) | [azure-ai-inference (PyPi)](https://pypi.org/project/azure-ai-inference/) | [Python examples](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/ai/azure-ai-inference/samples) |
 
-### Azure AI Foundry SDK
+### Azure AI Projects package
+
+The Azure AI Projects package allows customer to access a comprehensive set of functionalities from an Azure AI project. Those capabilities include Azure AI model inference, but also advanced capabilities like tracing, evaluation, and data storage. Azure AI Projects package is part of the Azure AI Foundry SDK and leverages the Azure AI Inference package and Azure OpenAI package to perform inference depending on users needs.
 
 | Language   | Documentation | Package | Examples |
 |------------|---------|-----|-------|
-| C#         | [Reference](https://aka.ms/azsdk/azure-ai-projects/csharp/reference) | [azure-ai-inference (NuGet)](https://www.nuget.org/packages/Azure.AI.Projects/) | [C# examples](https://aka.ms/azsdk/azure-ai-projects/csharp/samples)       |
-| Python     | [Reference](https://aka.ms/azsdk/azure-ai-projects/python/reference) | [azure-ai-inference (PyPi)](https://pypi.org/project/azure-ai-inference/) | [Python examples](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/ai/azure-ai-projects/samples) |
+| C#         | [Reference](https://aka.ms/azsdk/azure-ai-projects/csharp/reference) | [Azure.AI.Projects (NuGet)](https://www.nuget.org/packages/Azure.AI.Projects/) | [C# examples](https://aka.ms/azsdk/azure-ai-projects/csharp/samples)       |
+| Python     | [Reference](https://aka.ms/azsdk/azure-ai-projects/python/reference) | [azure-ai-projects (PyPi)](https://pypi.org/project/azure-ai-projects/) | [Python examples](https://github.com/Azure/azure-sdk-for-python/tree/main/sdk/ai/azure-ai-projects/samples) |
 
 ### Integrations
 
@@ -44,6 +48,7 @@ To use these SDKs, connect them to the [Azure AI model inference URI](concepts/e
 | LangChain   | Python     | [Reference](https://python.langchain.com/docs/integrations/providers/microsoft) | [langchain-azure-ai (PyPi)](https://pypi.org/project/langchain-azure-ai/) | [Python examples](https://github.com/Azure-Samples/azureai-samples/tree/main/scenarios/langchain) |
 | Llama-Index | Python     | [Reference](https://aka.ms/azsdk/azure-ai-inference/python/reference) | [llama-index-llms-azure-inference (PyPi)](https://pypi.org/project/llama-index-llms-azure-inference/) <br /> [llama-index-embeddings-azure-inference (PyPi)](https://pypi.org/project/llama-index-embeddings-azure-inference/) | [Python examples](https://github.com/Azure-Samples/azureai-samples/tree/main/scenarios/llama-index) |
 | Semantic Kernel | Python     | [Reference](/semantic-kernel/overview) | [semantic-kernel[azure] (PyPi)](https://pypi.org/project/semantic-kernel/) | [Python examples](../../ai-studio/how-to/develop/semantic-kernel.md) |
+| AutoGen     | Python     | [Reference](https://microsoft.github.io/autogen/stable/reference/python/autogen_ext.models.azure.html#autogen_ext.models.azure.AzureAIChatCompletionClient)  | [autogen-ext[azure] (PyPi)](https://pypi.org/project/autogen-ext/) | [Quickstart](https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/quickstart.html) |
 
 
 ## Azure OpenAI models
@@ -66,11 +71,12 @@ To use these SDKs, connect them to the [Azure OpenAI service URI](concepts/endpo
 | ----------- |------------|---------|-----|-------|
 | LangChain   | Python     | [Reference](https://python.langchain.com/docs/integrations/providers/microsoft) | [langchain-openai (PyPi)](https://pypi.org/project/langchain-openai/) | [Python examples](https://github.com/Azure-Samples/azureai-samples/tree/main/scenarios/langchain) |
 | Llama-Index | Python     | [Reference](https://aka.ms/azsdk/azure-ai-inference/python/reference) | [llama-index-llms-openai (PyPi)](https://pypi.org/project/llama-index-llms-openai/) <br /> [llama-index-embeddings-openai (PyPi)](https://pypi.org/project/llama-index-embeddings-openai/) | [Python examples](https://github.com/Azure-Samples/azureai-samples/tree/main/scenarios/llama-index) |
+| AutoGen     | Python     | [Reference](https://microsoft.github.io/autogen/stable/reference/python/autogen_ext.models.openai.html)  | [autogen-ext[openai] (PyPi)](https://pypi.org/project/autogen-ext/) | [Quickstart](https://microsoft.github.io/autogen/stable/user-guide/agentchat-user-guide/quickstart.html) |
 
 ## Limitations
 
 > [!WARNING]
-> Cohere SDK and Mistral SDK are not supported in Azure AI Model Inference in Azure AI Foundry.
+> Cohere SDK and Mistral SDK aren't supported in Azure AI Model Inference in Azure AI Foundry.
 
 ## Next steps