Fix broken links in models-featured.md

Author: ssalgadodev

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

@@ -67,8 +67,8 @@ The Cohere family of models includes various models optimized for different use
 
 | Model  | Type | Capabilities | 
 | ------ | ---- | --- | 
-| [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.) |
+| [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) | - **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) | - **Input:** text (512 tokens) <br /> - **Output:** Vector (1,024 dim.) |
 | [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](../model-inference/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context) | - **Input:** text (131,072 tokens) <br /> - **Output:**  (4,096 tokens) <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](../model-inference/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context) | - **Input:** text (131,072 tokens) <br /> - **Output:**  (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) | [chat-completion](../model-inference/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context) | - **Input:** text (131,072 tokens) <br /> - **Output:**  (4,096 tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** Text, JSON |
@@ -97,7 +97,7 @@ Core42 includes autoregressive bi-lingual LLMs for Arabic & English with state-o
 
 | Model  | Type | Capabilities | 
 | ------ | ---- | --- | 
-| [jais-30b-chat](https://ai.azure.com/explore/models/jais-30b-chat/version/1/registry/azureml-core42) | [chat-completion](../model-inference/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context) | - **Input:** text (8,192 tokens) <br /> - **Output:**  (4,096 tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** Text, JSON | 
+| [jais-30b-chat](https://ai.azure.com/explore/models/jais-30b-chat/version/1/registry/azureml-core42) | [chat-completion](../model-inference/how-to/use-chat-completions.md) | - **Input:** text (8,192 tokens) <br /> - **Output:**  (4,096 tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** Text, JSON | 
 
 See [this model collection in Azure AI Foundry portal](https://ai.azure.com/explore/models?&selectedCollection=core42).
 
@@ -107,7 +107,7 @@ DeepSeek family of models include DeepSeek-R1, which excels at reasoning tasks u
 
 | Model  | Type | Capabilities | 
 | ------ | ---- | --- | 
-| [DeekSeek-R1](https://ai.azure.com/explore/models/deepseek-r1/version/1/registry/azureml-deepseek) | [chat-completion with reasoning content](../how-to/use-chat-reasoning.md?context=/azure/ai-foundry/context/context) | - **Input:** text (16,384 tokens) <br /> - **Output:**  (163,840 tokens) <br />  - **Tool calling:** No <br /> - **Response formats:** Text. |
+| [DeekSeek-R1](https://ai.azure.com/explore/models/deepseek-r1/version/1/registry/azureml-deepseek) | [chat-completion with reasoning content](../model-inference/how-to/use-chat-reasoning.md?context=/azure/ai-foundry/context/context) | - **Input:** text (16,384 tokens) <br /> - **Output:**  (163,840 tokens) <br />  - **Tool calling:** No <br /> - **Response formats:** Text. |
 | [DeekSeek-V3](https://ai.azure.com/explore/models/deepseek-v3/version/1/registry/azureml-deepseek) | [chat-completion](../model-inference/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context) | - **Input:** text (131,072 tokens) <br /> - **Output:**  (131,072 tokens) <br />  - **Tool calling:** No <br /> - **Response formats:** Text, JSON |
 
 See [this model collection in Azure AI Foundry portal](https://ai.azure.com/explore/models?&selectedCollection=deepseek).