Merge branch 'main' into eur/model-inference-ref-to-main

Author: eric-urban

articles/ai-foundry/model-inference/reference/reference-model-inference-chat-completions.md

@@ -5,7 +5,7 @@ description: Reference for Azure AI Model Inference Chat Completions API
 manager: scottpolly
 ms.service: azure-ai-studio
 ms.topic: conceptual
-ms.date: 5/21/2024
+ms.date: 01/28/2025
 ms.reviewer: fasantia 
 reviewer: santiagxf
 ms.author: mopeakande

articles/ai-foundry/model-inference/reference/reference-model-inference-embeddings.md

@@ -5,7 +5,7 @@ description: Reference for Azure AI Model Inference Embeddings API
 manager: scottpolly
 ms.service: azure-ai-studio
 ms.topic: conceptual
-ms.date: 5/21/2024
+ms.date: 01/28/2025
 ms.reviewer: fasantia 
 reviewer: santiagxf
 ms.author: mopeakande

articles/ai-foundry/model-inference/reference/reference-model-inference-images-embeddings.md

@@ -5,7 +5,7 @@ description: Reference for Azure AI Model Inference Image Embeddings API
 manager: scottpolly
 ms.service: azure-ai-studio
 ms.topic: conceptual
-ms.date: 5/21/2024
+ms.date: 01/28/2025
 ms.reviewer: fasantia 
 reviewer: santiagxf
 ms.author: mopeakande

articles/ai-foundry/model-inference/reference/reference-model-inference-info.md

@@ -5,7 +5,7 @@ description: Reference for Azure AI Model Inference Get Info API
 manager: scottpolly
 ms.service: azure-ai-studio
 ms.topic: conceptual
-ms.date: 5/21/2024
+ms.date: 01/28/2025
 ms.reviewer: fasantia 
 reviewer: santiagxf
 ms.author: mopeakande

articles/ai-studio/.openpublishing.redirection.ai-studio.json

@@ -180,6 +180,11 @@
             "redirect_url": "/azure/ai-studio/concepts/content-filtering",
             "redirect_document_id": false
         },
+        {
+            "source_path_from_root": "/articles/ai-studio/reference/reference-model-inference-completions.md",
+            "redirect_url": "/azure/ai-studio/reference/reference-model-inference-chat-completions",
+            "redirect_document_id": false
+        },
         {
             "source_path_from_root": "/articles/ai-studio/concepts/evaluation-improvement-strategies.md",
             "redirect_url": "/azure/ai-studio/concepts/evaluation-approach-gen-ai",

articles/ai-studio/faq.yml

@@ -1,6 +1,6 @@
 ### YamlMime:FAQ
 metadata:
-  title: Azure AI frequently asked questions
+  title: Azure AI Foundry frequently asked questions
   titleSuffix: Azure AI Foundry
   description: Get answers to the most popular questions about Azure AI services.
   manager: scottpolly
@@ -12,7 +12,7 @@ metadata:
   ms.reviewer: sgilley
   ms.author: sgilley
   author: sdgilley
-title: Azure AI frequently asked questions
+title: Azure AI Foundry frequently asked questions
 summary: |
   If you can't find answers to your questions in this document, and still need help check the [Azure AI services support options guide](../ai-services/cognitive-services-support-options.md?context=/azure/ai-services/openai/context/context). Azure OpenAI is part of Azure AI services.
 sections:
@@ -41,7 +41,7 @@ sections:
       - question: |
           Will there be multiple varying model benchmarks in Azure AI Foundry portal based on individual projects and data sources? 
         answer: |
-          In the model benchmarks view, customers can view varying model benchmarks published by Azure AI. 
+          In the model benchmarks view, customers can view varying model benchmarks published by Azure AI Foundry. 
       - question: |
           Is prompt flow Microsoft's equivalent to LangChain? 
         answer: |

articles/machine-learning/.openpublishing.redirection.machine-learning.json

@@ -20,6 +20,11 @@
         "redirect_url": "/azure/machine-learning/concept-model-lifecycle-retirement",
         "redirect_document_id": true
     },
+    {
+        "source_path_from_root": "/articles/machine-learning/reference-model-inference-completions.md",
+        "redirect_url": "/azure/machine-learning/reference-model-inference-chat-completions",
+        "redirect_document_id": false
+    },
     {
         "source_path_from_root": "/articles/machine-learning/v-fake/tutorial-pipeline-python-sdk.md",
         "redirect_url": "/azure/machine-learning/tutorial-pipeline-python-sdk",

articles/machine-learning/reference-model-inference-api.md

@@ -74,7 +74,6 @@ The API indicates how developers can consume predictions for the following modal
 
 * [Get info](reference-model-inference-info.md): Returns the information about the model deployed under the endpoint.
 * [Text embeddings](reference-model-inference-embeddings.md): Creates an embedding vector representing the input text.
-* [Text completions](reference-model-inference-completions.md): Creates a completion for the provided prompt and parameters.
 * [Chat completions](reference-model-inference-chat-completions.md): Creates a model response for the given chat conversation.
 * [Image embeddings](reference-model-inference-images-embeddings.md): Creates an embedding vector representing the input text and image.
 
@@ -614,7 +613,6 @@ Explore the reference section of the Azure AI model inference API to see paramet
 
 * [Get info](reference-model-inference-info.md): Returns the information about the model deployed under the endpoint.
 * [Text embeddings](reference-model-inference-embeddings.md): Creates an embedding vector representing the input text.
-* [Text completions](reference-model-inference-completions.md): Creates a completion for the provided prompt and parameters.
 * [Chat completions](reference-model-inference-chat-completions.md): Creates a model response for the given chat conversation.
 * [Image embeddings](reference-model-inference-images-embeddings.md): Creates an embedding vector representing the input text and image.
 

articles/machine-learning/reference-model-inference-chat-completions.md

@@ -6,7 +6,7 @@ manager: scottpolly
 ms.service: azure-machine-learning
 ms.subservice: inferencing
 ms.topic: conceptual
-ms.date: 05/03/2024
+ms.date: 01/28/2025
 ms.reviewer: None
 ms.author: mopeakande
 author: msakande