Merge pull request #2020 from PatrickFarley/openai-updates

update language

Author: v-shils

articles/ai-services/openai/concepts/gpt-4-v-prompt-engineering.md

@@ -1,5 +1,5 @@
 ---
-title: GPT-4 Turbo with Vision concepts
+title: Vision-enabled chat model concepts
 titleSuffix: Azure OpenAI
 description: Learn concepts related to using images in your AI model chats, enabled through GPT-4 Turbo with Vision and other models.
 author: PatrickFarley
@@ -10,23 +10,23 @@ ms.date: 09/24/2024
 manager: nitinme
 ---
 
-# GPT-4 Turbo with Vision concepts
+# Vision-enabled chat model concepts
 
-GPT-4 Turbo with Vision is a large multimodal model (LMM) developed by OpenAI that can analyze images and provide textual responses to questions about them. It incorporates both natural language processing and visual understanding. This guide provides details on the capabilities and limitations of GPT-4 Turbo with Vision.
+Vision-enabled chat models are large multimodal models (LMM) developed by OpenAI that can analyze images and provide textual responses to questions about them. They incorporate both natural language processing and visual understanding. The current vision-enabled models are GPT-4 Turbo with Vision, GPT-4o, and GPT-4o-mini. This guide provides details on their capabilities and limitations.
 
-To try out GPT-4 Turbo with Vision, see the [quickstart](/azure/ai-services/openai/gpt-v-quickstart).
+To try out vision-enabled chat models, see the [quickstart](/azure/ai-services/openai/gpt-v-quickstart).
 
-## Chats with vision
+## Vision-enabled chats
 
-The GPT-4 Turbo with Vision model answers general questions about what's present in the images or videos you upload.
+The vision-enabled models answer general questions about what's present in the images or videos you upload.
 
 
 ## Special pricing information
 
 > [!IMPORTANT]
 > Pricing details are subject to change in the future.
 
-GPT-4 Turbo with Vision accrues charges like other Azure OpenAI chat models. You pay a per-token rate for the prompts and completions, detailed on the [Pricing page](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/). The base charges and additional features are outlined here:
+Vision-enabled models accrue charges like other Azure OpenAI chat models. You pay a per-token rate for the prompts and completions, detailed on the [Pricing page](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/). The base charges and additional features are outlined here:
 
 Base Pricing for GPT-4 Turbo with Vision is:
 - Input: $0.01 per 1000 tokens
@@ -71,7 +71,7 @@ Additionally, there's a one-time indexing cost of $0.15 to generate the Video Re
 
 ## Input limitations
 
-This section describes the limitations of GPT-4 Turbo with Vision.
+This section describes the limitations of vision-enabled chat models.
 
 ### Image support
 
@@ -89,6 +89,6 @@ This section describes the limitations of GPT-4 Turbo with Vision.
 
 ## Next steps
 
-- Get started using GPT-4 Turbo with Vision by following the [quickstart](/azure/ai-services/openai/gpt-v-quickstart).
+- Get started using vision-enabled models by following the [quickstart](/azure/ai-services/openai/gpt-v-quickstart).
 - For a more in-depth look at the APIs, and to use video prompts in chat, follow the [how-to guide](../how-to/gpt-with-vision.md).
 - See the [completions and embeddings API reference](../reference.md)

articles/ai-services/openai/concepts/gpt-with-vision.md

@@ -1,7 +1,7 @@
 ---
-title: 'Quickstart: Use GPT-4 Turbo with Vision on your images and videos with the Azure OpenAI Service'
+title: 'Quickstart: Use vision-enabled models with the Azure OpenAI Service'
 titleSuffix: Azure OpenAI
-description: Use this article to get started using Azure OpenAI to deploy and use the GPT-4 Turbo with Vision model. 
+description: Use this article to get started using Azure OpenAI to deploy and use the GPT-4 Turbo with Vision model or other vision-enabled models. 
 services: cognitive-services
 manager: nitinme
 ms.service: azure-ai-openai
@@ -60,6 +60,6 @@ Get started using GPT-4 Turbo with images with the Azure OpenAI Service.
 
 ## Next steps
 
-* Learn more about these APIs in the [GPT-4 Turbo with Vision how-to guide](./gpt-v-quickstart.md)
+* Learn more about these APIs in the [Vision-enabled models how-to guide](./gpt-v-quickstart.md)
 * [GPT-4 Turbo with Vision frequently asked questions](./faq.yml#gpt-4-turbo-with-vision)
 * [GPT-4 Turbo with Vision API reference](https://aka.ms/gpt-v-api-ref)

articles/ai-services/openai/gpt-v-quickstart.md

@@ -1,7 +1,7 @@
 ---
-title: How to use the GPT-4 Turbo with Vision model
+title: How to use vision-enabled chat models
 titleSuffix: Azure OpenAI Service
-description: Learn about the options for using GPT-4 Turbo with Vision
+description: Learn about the options for using vision-enabled chat models
 author: PatrickFarley #dereklegenzoff
 ms.author: pafarley #delegenz
 ms.service: azure-ai-openai
@@ -10,15 +10,15 @@ ms.date: 08/21/2024
 manager: nitinme
 ---
 
-# Use GPT-4 Turbo with Vision
+# Use vision-enabled chat models
 
 
-GPT-4 Turbo with Vision is a large multimodal model (LMM) developed by OpenAI that can analyze images and provide textual responses to questions about them. It incorporates both natural language processing and visual understanding.
+Vision-enabled chat models are large multimodal models (LMM) developed by OpenAI that can analyze images and provide textual responses to questions about them. They incorporate both natural language processing and visual understanding. The current vision-enabled models are GPT-4 Turbo with Vision, GPT-4o, and GPT-4o-mini.
 
-The GPT-4 Turbo with Vision model answers general questions about what's present in images.
+The vision-enabled models answer general questions about what's present in the images or videos you upload.
 
 > [!TIP]
-> To use GPT-4 Turbo with Vision, you call the Chat Completion API on a GPT-4 Turbo with Vision model that you have deployed. If you're not familiar with the Chat Completion API, see the [GPT-4 Turbo & GPT-4 how-to guide](/azure/ai-services/openai/how-to/chatgpt?tabs=python&pivots=programming-language-chat-completions).
+> To use vision-enabled models, you call the Chat Completion API on a supported model that you have deployed. If you're not familiar with the Chat Completion API, see the [Vision-enabled chat how-to guide](/azure/ai-services/openai/how-to/chatgpt?tabs=python&pivots=programming-language-chat-completions).
 
 ## GPT-4 Turbo model upgrade
 
@@ -371,6 +371,6 @@ Every response includes a `"finish_reason"` field. It has the following possible
 ## Next steps
 
 * [Learn more about Azure OpenAI](../overview.md).
-* [GPT-4 Turbo with Vision quickstart](../gpt-v-quickstart.md)
+* [Vision-enabled chats quickstart](../gpt-v-quickstart.md)
 * [GPT-4 Turbo with Vision frequently asked questions](../faq.yml#gpt-4-turbo-with-vision)
 * [GPT-4 Turbo with Vision API reference](https://aka.ms/gpt-v-api-ref)

articles/ai-services/openai/how-to/gpt-with-vision.md

@@ -40,7 +40,7 @@ landingContent:
         links:
            - text: Chat completions
              url: chatgpt-quickstart.md
-           - text: GPT-4 Turbo with Vision
+           - text: Vision-enabled models
              url: gpt-v-quickstart.md  
            - text: DALL-E
              url: dall-e-quickstart.md
@@ -98,7 +98,7 @@ landingContent:
                url: ./how-to/role-based-access-control.md 
              - text: GPT-3.5 Turbo & GPT-4
                url:  ./how-to/chatgpt.md
-             - text: GPT-4 Turbo with Vision
+             - text: Vision-enabled models
                url:  ./how-to/gpt-with-vision.md
              - text: Provisioned Throughput Units (PTU) 
                url: ./how-to/provisioned-throughput-onboarding.md

articles/ai-services/openai/index.yml

@@ -22,7 +22,7 @@ Azure OpenAI Service provides REST API access to OpenAI's powerful language mode
 | --- | --- |
 | Models available | **o1-preview** & **o1-mini** - (Limited Access - [Request Access](https://aka.ms/oai/modelaccess))<br>**GPT-4o & GPT-4o mini**<br> **GPT-4 series (including GPT-4 Turbo with Vision)** <br>**GPT-3.5-Turbo series**<br> Embeddings series <br> Learn more in our [Models](./concepts/models.md) page.|
 | Fine-tuning | `GPT-4o-mini` (preview) <br> `GPT-4` (preview) <br>`GPT-3.5-Turbo` (0613) <br> `babbage-002` <br> `davinci-002`.|
-| Price | [Available here](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/) <br> For details on GPT-4 Turbo with Vision, see the [special pricing information](../openai/concepts/gpt-with-vision.md#special-pricing-information).|
+| Price | [Available here](https://azure.microsoft.com/pricing/details/cognitive-services/openai-service/) <br> For details on vision-enabled chat models, see the [special pricing information](../openai/concepts/gpt-with-vision.md#special-pricing-information).|
 | Virtual network support & private link support | Yes.  |
 | Managed Identity| Yes, via Microsoft Entra ID | 
 | UI experience | [Azure portal](https://portal.azure.com) for account & resource management, <br> [Azure AI Foundry](https://ai.azure.com) for model exploration and fine-tuning |

articles/ai-services/openai/overview.md

@@ -32,7 +32,7 @@ items:
     - name: Chat
       href: chatgpt-quickstart.md  
       displayName: ChatGPT, chatgpt
-    - name: GPT-4 Turbo with Vision
+    - name: Vision-enabled chats
       href: gpt-v-quickstart.md
     - name: DALL-E
       href: dall-e-quickstart.md
@@ -64,7 +64,7 @@ items:
       href: ./concepts/understand-embeddings.md
     - name: Fine-tuning
       href: ./concepts/fine-tuning-considerations.md
-    - name: GPT-4 Turbo with Vision
+    - name: Vision-enabled models
       href: ./concepts/gpt-with-vision.md
     - name: Red teaming large language models (LLMs)
       href: ./concepts/red-teaming.md
@@ -122,7 +122,7 @@ items:
     - name: GPT-35-Turbo & GPT-4 
       href: ./how-to/chatgpt.md
       displayName: ChatGPT, chatgpt
-    - name: GPT-4 Turbo with Vision
+    - name: Vision-enabled chats
       href: ./how-to/gpt-with-vision.md
     - name: DALL-E
       href: ./how-to/dall-e.md