add missing cohere models to list

Author: msakande

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

@@ -76,7 +76,7 @@ The following table lists the Cohere models that you can inference via the Found
 | [Cohere-command-r-08-2024](https://ai.azure.com/explore/models/Cohere-command-r-08-2024/version/1/registry/azureml-cohere) | [chat-completion](../model-inference/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context) | - **Input:** text (131,072 tokens) <br /> - **Output:** text (4,096 tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** Text, JSON |
 | [Cohere-command-r-plus](https://ai.azure.com/explore/models/Cohere-command-r-plus/version/1/registry/azureml-cohere) <br> (deprecated) | [chat-completion](../model-inference/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context) | - **Input:** text (131,072 tokens) <br /> - **Output:** text (4,096 tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** Text, JSON |
 | [Cohere-command-r](https://ai.azure.com/explore/models/Cohere-command-r/version/1/registry/azureml-cohere) <br> (deprecated)| [chat-completion](../model-inference/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context) | - **Input:** text (131,072 tokens) <br /> - **Output:** text (4,096 tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** Text, JSON |
-| [Cohere-embed-4](https://aka.ms/aistudio/landing/cohere-embed-4) | [embeddings](../model-inference/how-to/use-embeddings.md?context=/azure/ai-foundry/context/context) <br /> [image-embeddings](../model-inference/how-to/use-image-embeddings.md?context=/azure/ai-foundry/context/context) | - **Input:** image, text <br /> - **Output:** image, text (128,000 tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** image, text  |
+| [Cohere-embed-v-4](https://aka.ms/aistudio/landing/cohere-embed-4) | [embeddings](../model-inference/how-to/use-embeddings.md?context=/azure/ai-foundry/context/context) <br /> [image-embeddings](../model-inference/how-to/use-image-embeddings.md?context=/azure/ai-foundry/context/context) | - **Input:** image, text <br /> - **Output:** image, text (128,000 tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** image, text  |
 | [Cohere-embed-v3-english](https://ai.azure.com/explore/models/Cohere-embed-v3-english/version/1/registry/azureml-cohere) | [embeddings](../model-inference/how-to/use-embeddings.md?context=/azure/ai-foundry/context/context) <br /> [image-embeddings](../model-inference/how-to/use-image-embeddings.md?context=/azure/ai-foundry/context/context) | - **Input:** text (512 tokens) <br /> - **Output:** Vector (1,024 dim.) |
 | [Cohere-embed-v3-multilingual](https://ai.azure.com/explore/models/Cohere-embed-v3-multilingual/version/1/registry/azureml-cohere) | [embeddings](../model-inference/how-to/use-embeddings.md?context=/azure/ai-foundry/context/context) <br /> [image-embeddings](../model-inference/how-to/use-image-embeddings.md?context=/azure/ai-foundry/context/context) | - **Input:** text (512 tokens) <br /> - **Output:** Vector (1,024 dim.) |
 

articles/ai-foundry/model-inference/concepts/models.md

@@ -131,14 +131,15 @@ The Cohere family of models includes various models optimized for different use
 
 | Model  | Type | Tier | Capabilities |
 | ------ | ---- | --- | ------------ |
+| [Cohere-command-A](https://aka.ms/aistudio/landing/cohere-command-a)     | chat-completion | Global Standard | - **Input:** text (256,000 tokens)<br>- **Output:** text (8,000 tokens)<br>- **Languages:** `en`, `fr`, `es`, `it`, `de`, `pt-br`, `ja`, `ko`, `zh-cn`, and `ar`<br>- **Tool calling:** Yes<br>- **Response formats:** Text, JSON                       |
 | [Cohere-command-r-plus-08-2024](https://ai.azure.com/explore/models/Cohere-command-r-plus-08-2024/version/1/registry/azureml-cohere) | chat-completion | Global standard | - **Input:** text (131,072 tokens) <br /> - **Output:**  (4,096 tokens) <br /> - **Languages:** `en`, `fr`, `es`, `it`, `de`, `pt-br`, `ja`, `ko`, `zh-cn`, and `ar` <br />  - **Tool calling:** Yes <br /> - **Response formats:** Text, JSON |
 | [Cohere-command-r-08-2024](https://ai.azure.com/explore/models/Cohere-command-r-08-2024/version/1/registry/azureml-cohere) | chat-completion | Global standard | - **Input:** text (131,072 tokens) <br /> - **Output:**  (4,096 tokens) <br /> - **Languages:** `en`, `fr`, `es`, `it`, `de`, `pt-br`, `ja`, `ko`, `zh-cn`, and `ar` <br />  - **Tool calling:** Yes <br /> - **Response formats:** Text, JSON |
 | [Cohere-command-r-plus](https://ai.azure.com/explore/models/Cohere-command-r-plus/version/1/registry/azureml-cohere) <br> (deprecated) | chat-completion | Global standard | - **Input:** text (131,072 tokens) <br /> - **Output:**  (4,096 tokens) <br /> - **Languages:** `en`, `fr`, `es`, `it`, `de`, `pt-br`, `ja`, `ko`, `zh-cn`, and `ar` <br />  - **Tool calling:** Yes <br /> - **Response formats:** Text, JSON |
 | [Cohere-command-r](https://ai.azure.com/explore/models/Cohere-command-r/version/1/registry/azureml-cohere) <br> (deprecated) | chat-completion | Global standard | - **Input:** text (131,072 tokens) <br /> - **Output:**  (4,096 tokens) <br /> - **Languages:** `en`, `fr`, `es`, `it`, `de`, `pt-br`, `ja`, `ko`, `zh-cn`, and `ar` <br />  - **Tool calling:** Yes <br /> - **Response formats:** Text, JSON |
+| [Cohere-embed-v-4](https://aka.ms/aistudio/landing/cohere-embed-4)     | embeddings      | Global Standard | - **Input:** image, text<br>- **Output:** image, text (128,000 tokens)<br>- **Languages:** English, German, Spanish, French, Italian, Japanese, Korean, Arabic, Chinese, Hindi (total 100+ languages)<br>- **Tool calling:** Yes<br>- **Response formats:** image, text |
 | [Cohere-embed-v3-english](https://ai.azure.com/explore/models/Cohere-embed-v3-english/version/1/registry/azureml-cohere) | embeddings <br /> image-embeddings | Global standard | - **Input:** text (512 tokens) <br /> - **Output:** Vector (1,024 dim.) <br /> - **Languages:** en |
 | [Cohere-embed-v3-multilingual](https://ai.azure.com/explore/models/Cohere-embed-v3-multilingual/version/1/registry/azureml-cohere) | embeddings <br /> image-embeddings | Global standard | - **Input:** text (512 tokens) <br /> - **Output:** Vector (1,024 dim.) <br /> - **Languages:** `en`, `fr`, `es`, `it`, `de`, `pt-br`, `ja`, `ko`, `zh-cn`, and `ar` |
 
-
 See [this model collection in Azure AI Foundry portal](https://ai.azure.com/explore/models?&selectedCollection=cohere).
 
 ### Core42