update model cards

content/guides/box-ai/ai-models/index.md

@@ -59,7 +59,21 @@ Models offered in **Beta** mode have not been fully performance-tested at scale
 Box AI is powered by the following AI models. These models are integrated with Box AI to facilitate various use cases while adhering to enterprise grade standards. Below, you’ll find information about each model, including its capabilities, intended applications, and applicable usage guidelines.
 
 <TileGrid rows="2">
-		<Tile type="gpt" title="azure__openai__gpt_4_1_mini" href="/guides/box-ai/ai-models/azure-openai-gpt-4-1-mini-model-card">
+		<Tile type="gpt" title="openai__gpt_o4_mini" href="/guides/box-ai/ai-models/openai-gpt-o4-mini-model-card">
+			A multimodal model, highly efficient in handling complex, multi-step tasks.
+			<div>
+				<strong style="background-color: #f0e2ff">Beta</strong>
+				<strong style="background-color: #f8d59b">Premium</strong>
+			</div>
+		</Tile>
+		<Tile type="gpt" title="openai__gpt_o3" href="/guides/box-ai/ai-models/openai-gpt-o3-model-card">
+			A multimodal model, highly efficient in handling complex, multi-step tasks.
+			<div>
+				<strong style="background-color: #f0e2ff">Beta</strong>
+				<strong style="background-color: #f8d59b">Premium</strong>
+			</div>
+		</Tile>
+		<Tile type="gpt" title="openai__gpt_4_1_mini" href="/guides/box-ai/ai-models/openai-gpt-4-1-mini-model-card">
 			A multimodal model designed to handle lightweight tasks.
 			<div>
 				<strong style="background-color: #e8e8e8">Default for Box AI for Box Hubs</strong>
@@ -70,23 +84,23 @@ Box AI is powered by the following AI models. These models are integrated with B
 				<strong style="background-color: #fdfad8">Standard</strong>
 			</div>
 		</Tile>
-		<Tile type="gpt" title="azure__openai__gpt_4_1" href="/guides/box-ai/ai-models/azure-openai-gpt-4-1-model-card">
+		<Tile type="gpt" title="openai__gpt_4_1" href="/guides/box-ai/ai-models/openai-gpt-4-1-model-card">
 			A multimodal model, highly efficient in handling complex, multi-step tasks.
    		<div>
    			<strong style="background-color: #e8e8e8">Chat</strong>
 				<strong style="background-color: #e1ffe7">Available</strong>
 				<strong style="background-color: #f8d59b">Premium</strong>
 			</div>
 		</Tile>
-		<Tile type="gpt" title="azure__openai__gpt_4o_mini" href="/guides/box-ai/ai-models/azure-openai-gpt-4o-mini-model-card">
+		<Tile type="gpt" title="openai__gpt_4o_mini" href="/guides/box-ai/ai-models/openai-gpt-4o-mini-model-card">
 			A multimodal model designed to handle lightweight tasks.
 			<div>
 				<strong style="background-color: #e8e8e8">Chat</strong>
 				<strong style="background-color: #e1ffe7">Available</strong>
 				<strong style="background-color: #fdfad8">Standard</strong>
 			</div>
 		</Tile>
-		<Tile type="gpt" title="azure__openai__gpt_4o" href="/guides/box-ai/ai-models/azure-openai-gpt-4o-model-card">
+		<Tile type="gpt" title="openai__gpt_4o" href="/guides/box-ai/ai-models/openai-gpt-4o-model-card">
 			A multimodal model, highly efficient in handling complex, multi-step tasks.
 			<div>
 				<strong style="background-color: #e8e8e8">Chat</strong>
@@ -231,13 +245,6 @@ Certain Box AI customers may enable additional AI models upon their request and/
 				<strong style="background-color: #f8d59b">Premium</strong>
 			</div>
 		</Tile>
-		<Tile type="gpt" title="openai__gpt_o3" href="/guides/box-ai/ai-models/openai-gpt-o3-model-card">
-			A multimodal model, highly efficient in handling complex, multi-step tasks.
-			<div>
-				<strong style="background-color: #f0e2ff">Beta</strong>
-				<strong style="background-color: #f8d59b">Premium</strong>
-			</div>
-		</Tile>
 </TileGrid>
 
 [ask]: e://post_ai_ask

content/guides/box-ai/ai-models/openai-gpt-o4-mini-model-card.md

@@ -0,0 +1,37 @@
+---
+rank: 2
+related_guides:
+- box-ai/ai-tutorials/ask-questions
+- box-ai/ai-tutorials/generate-text
+- box-ai/ai-tutorials/extract-metadata
+- box-ai/ai-tutorials/extract-metadata-structured
+- box-ai/ai-agents/get-agent-default-config
+
+---
+# OpenAI GPT o4 mini
+
+**OpenAI GPT o4 mini** is specifically designed to tackle reasoning and problem-solving tasks with increased focus and capability. It spends more time processing and understanding the user's request, making it exceptionally strong in areas like science, coding, and math compared to previous iterations.
+o4 mini is lighter and faster than o3, ideal for cost‑sensitive workloads. It can be faster for basic chat or code generation.
+
+## Model details
+
+| Item | Value | Description |
+|-----------|----------|----------|
+|Model name|**GPT o4 mini**| The name of the model. |
+| Model category | Premium | The category of the model - standard or premium. |
+|API model name|`openai__gpt_o4_mini`| The name of the model that is used in the [Box AI API for model overrides][overrides]. The user must provide this exact name for the API to work. |
+|Hosting layer| **OpenAI** | The trusted organization that securely hosts LLM. |
+|Model provider|**OpenAI**| The organization that provides this model. |
+|Release date|**April 16th, 2025** | The release date for the model.|
+|Knowledge cutoff date| **June 2024**| The date after which the model does not get any information updates. |
+|Input context window |**200k tokens**| The number of tokens supported by the input context window.|
+|Maximum output tokens |**100k tokens** |The number of tokens that can be generated by the model in a single request.|
+|Empirical throughput| **Not specified** | The number of tokens the model can generate per second.|
+|Open source | **No** | Specifies if the model's code is available for public use.|
+
+## Additional documentation
+
+For additional information, see [official OpenAI GPT o4 mini documentation][openai-o4-mini-model].
+
+[openai-o4-mini-model]: https://openai.com/index/introducing-o3-and-o4-mini/
+[overrides]: g://box-ai/ai-agents/ai-agent-overrides

content/guides/box-ai/ai-models/text-embedding-ada-002-model-card.md

@@ -0,0 +1,35 @@
+---
+rank: 8
+related_guides:
+  - box-ai/ai-tutorials/ask-questions
+  - box-ai/ai-tutorials/generate-text
+  - box-ai/ai-tutorials/extract-metadata
+  - box-ai/ai-tutorials/extract-metadata-structured
+  - box-ai/ai-agents/get-agent-default-config
+---
+# Azure text-embedding-ada-002
+
+**Azure text-embedding-ada-002** is a multimodal model designed to handle lightweight tasks.
+
+## Model details
+
+| Item  | Value | Description |
+|-----------|----------|----------|
+|Model name|**text-embedding-ada-002**| The name of the model. |
+| Model category | Standard | The category of the model - standard or premium. |
+|API model name|`azure__openai__text_embedding_ada_002`| The name of the model that is used in the [Box AI API for model overrides][overrides]. The user must provide this exact name for the API to work. |
+|Hosting layer| **Microsoft Azure** | The trusted organization that securely hosts LLM. |
+|Model provider|**Microsoft Azure**| The organization that provides this model. |
+|Release date|**December 2022** | The release date for the model.|
+|Knowledge cutoff date| **September 2021**| The date after which the model does not get any information updates. |
+|Input context window |**8k tokens**| The number of tokens supported by the input context window.| 
+|Maximum output tokens |**Not applicable** |The number of tokens that can be generated by the model in a single request.| 
+|Empirical throughput| **1000** | The number of tokens the model can generate per second.|
+|Open source | **No** | Specifies if the model's code is available for public use.|
+
+## Additional documentation
+
+For additional information, see [official Azure Embeddings models documentation][azure-ai-embeddings].
+
+[azure-ai-embeddings]: https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models#embeddings
+[overrides]: g://box-ai/ai-agents/ai-agent-overrides