Merge pull request #3653 from msakande/fix

Delete duplicate intro in Java pivot for multimodal models article

Author: denrea

articles/ai-foundry/concepts/models-featured.md

@@ -19,15 +19,7 @@ The Azure AI model catalog offers a large selection of models from a wide range
 
 [!INCLUDE [models-preview](../includes/models-preview.md)]
 
-To perform inferencing with the models, some models such as [Nixtla's TimeGEN-1](#nixtla) and [Cohere rerank](#cohere-rerank) require you to use custom APIs from the model providers. Others that belong to the following model types support inferencing using the [Azure AI model inference](../model-inference/overview.md):
-
-- [Chat completion](../model-inference/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context)
-- [Chat completion (with reasoning content)](../model-inference/how-to/use-chat-reasoning.md?context=/azure/ai-foundry/context/context)
-- [Chat completion (with image and audio content)](../model-inference/how-to/use-chat-multi-modal.md?context=/azure/ai-foundry/context/context)
-- [Embeddings](../model-inference/how-to/use-embeddings.md?context=/azure/ai-foundry/context/context)
-- [Image embeddings](../model-inference/how-to/use-image-embeddings.md?context=/azure/ai-foundry/context/context)
-
-You can find more details about individual models by reviewing their model cards in the [model catalog for Azure AI Foundry portal](https://ai.azure.com/explore/models).
+To perform inferencing with the models, some models such as [Nixtla's TimeGEN-1](#nixtla) and [Cohere rerank](#cohere-rerank) require you to use custom APIs from the model providers. Others support inferencing using the [Azure AI model inference](../model-inference/overview.md). You can find more details about individual models by reviewing their model cards in the [model catalog for Azure AI Foundry portal](https://ai.azure.com/explore/models).
 
 :::image type="content" source="../media/models-featured/models-catalog.gif" alt-text="An animation showing Azure AI studio model catalog section and the models available." lightbox="../media/models-featured/models-catalog.gif":::
 

articles/ai-foundry/model-inference/includes/use-chat-multi-modal/java.md

@@ -14,7 +14,6 @@ ms.custom: references_regions, tool_generated
 zone_pivot_groups: azure-ai-inference-samples
 ---
 
-This article explains how to use chat completions API with models supporting images or audio deployed to Azure AI model inference in Azure AI services.
 This article explains how to use chat completions API with _multimodal_ models deployed to Azure AI model inference in Azure AI services. Apart from text input, multimodal models can accept other input types, such as images or audio input.
 
 ## Prerequisites

articles/ai-foundry/model-inference/toc.yml

@@ -90,7 +90,7 @@ items:
           href: ./how-to/use-chat-completions.md
         - name: Work with reasoning models
           href: ./how-to/use-chat-reasoning.md
-        - name: Work with image and audio content
+        - name: Work with multimodal models
           href: ./how-to/use-chat-multi-modal.md
     - name: Develop with LangChain and LangGraph
       href: ../how-to/develop/langchain.md?context=/azure/ai-foundry/model-inference/context/context

articles/ai-foundry/toc.yml

@@ -130,7 +130,7 @@ items:
           href: ../ai-foundry/model-inference/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context
         - name: Work with reasoning models
           href: ../ai-foundry/model-inference/how-to/use-chat-reasoning.md?context=/azure/ai-foundry/context/context
-        - name: Work with image and audio content
+        - name: Work with multimodal models
           href: ../ai-foundry/model-inference/how-to/use-chat-multi-modal.md?context=/azure/ai-foundry/context/context
 - name: Azure OpenAI and AI services
   items: