update

Author: mrbullwinkle

articles/ai-services/openai/api-version-deprecation.md

@@ -5,7 +5,7 @@ services: cognitive-services
 manager: nitinme
 ms.service: azure-ai-openai
 ms.topic: conceptual 
-ms.date: 07/01/2024
+ms.date: 07/09/2024
 author: mrbullwinkle
 ms.author: mbullwin
 recommendations: false
@@ -54,8 +54,7 @@ This version contains support for the latest Azure OpenAI features including:
 
 ## Latest GA API release
 
-Azure OpenAI API version [2024-02-01](https://github.com/Azure/azure-rest-api-specs/blob/main/specification/cognitiveservices/data-plane/AzureOpenAI/inference/stable/2024-02-01/inference.json)
-is currently the latest GA API release. This API version is the replacement for the previous`2023-05-15` GA API release.
+Azure OpenAI API version [2024-06-01](./reference.md) is currently the latest GA API release. This API version is the replacement for the previous`2024-02-01` GA API release.
 
 This version contains support for the latest GA features like Whisper, DALL-E 3, fine-tuning, on your data, etc. Any preview features that were released after the `2023-12-01-preview` release like Assistants, TTS, certain on your data datasources, are only supported in the latest preview API releases.
 

articles/ai-services/openai/whats-new.md

@@ -10,7 +10,7 @@ ms.custom:
   - ignite-2023
   - references_regions
 ms.topic: whats-new
-ms.date: 07/08/2024
+ms.date: 07/09/2024
 recommendations: false
 ---
 
@@ -20,6 +20,15 @@ This article provides a summary of the latest releases and major documentation u
 
 ## July 2024
 
+### New GA API release
+
+API version `2024-06-01` is the latest GA data plane inference API release. It replaces API version `2024-02-01` and adds support for:
+
+- embeddings `encoding_format` & `dimensions` parameters.
+- chat completions `logprops` & `top_logprobs` parameters.
+
+Refer to our [data plane inference reference documentation](./reference.md) for more information.
+
 ### Expansion of regions available for global standard deployments of gpt-4o
 
  GPT-4o is now available for [global standard deployments](./how-to/deployment-types.md) in: