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Merge pull request #2900 from msakande/models-toc-update
restructure model docs in TOC
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‎articles/ai-studio/toc.yml

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@@ -44,71 +44,121 @@ items:
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href: concepts/model-benchmarks.md
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- name: How to use model benchmarking
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href: how-to/benchmark-model-in-catalog.md
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- name: Featured models
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- name: Model deployment in Azure AI Foundry
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items:
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- name: AI21 Jamba models
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href: how-to/deploy-models-jamba.md
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- name: Cohere models
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- name: Deploying models in Azure AI Foundry
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href: concepts/deployments-overview.md
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- name: Serverless API
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items:
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- name: Cohere Command models
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href: how-to/deploy-models-cohere-command.md
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- name: Cohere Embed models
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href: how-to/deploy-models-cohere-embed.md
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- name: Cohere Rerank models
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href: how-to/deploy-models-cohere-rerank.md
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- name: DeepSeek-R1 reasoning models
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href: how-to/deploy-models-deepseek.md
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- name: Gretel Navigator model
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href: how-to/deploy-models-gretel-navigator.md
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- name: Healthcare AI models
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- name: Deploy models as serverless API
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href: how-to/deploy-models-serverless.md
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- name: Consume serverless API models from a different project or hub
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href: how-to/deploy-models-serverless-connect.md
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- name: Model and region availability for Serverless API deployments
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href: how-to/deploy-models-serverless-availability.md
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- name: Managed compute
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items:
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- name: Foundational AI models for healthcare
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href: how-to/healthcare-ai/healthcare-ai-models.md
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- name: MedImageInsight - embedding model
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href: how-to/healthcare-ai/deploy-medimageinsight.md
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- name: CXRReportGen - text generation model
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href: how-to/healthcare-ai/deploy-cxrreportgen.md
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- name: MedImageParse - prompted segmentation model
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href: how-to/healthcare-ai/deploy-medimageparse.md
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- name: JAIS model
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href: how-to/deploy-models-jais.md
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- name: Meta Llama models
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- name: Deploy models via managed compute
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href: how-to/deploy-models-managed.md
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- name: Azure AI model inference
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items:
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- name: Meta Llama family models
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href: how-to/deploy-models-llama.md
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- name: Fine-tune Meta Llama family models
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href: how-to/fine-tune-model-llama.md
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- name: Microsoft Phi family models
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- name: What is Azure AI model inference?
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href: ../ai-foundry/model-inference/overview.md?context=/azure/ai-studio/context/context
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- name: Add and configure models
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href: ../ai-foundry/model-inference/how-to/create-model-deployments.md?context=/azure/ai-studio/context/context
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- name: Supported programming languages and SDKs
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href: ../ai-foundry/model-inference/supported-languages.md?context=/azure/ai-studio/context/context
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- name: Use the Azure AI model inference endpoint
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href: ../ai-foundry/model-inference/how-to/inference.md?context=/azure/ai-studio/context/context
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- name: Azure AI model inference quotas and limits
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href: ../ai-foundry/model-inference/quotas-limits.md?context=/azure/ai-studio/context/context
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- name: Azure OpenAI Service
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items:
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- name: Deploy Azure OpenAI models
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href: how-to/deploy-models-openai.md
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- name: Azure OpenAI Service quotas and limits
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href: ../ai-services/openai/quotas-limits.md?context=/azure/ai-studio/context/context
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- name: Troubleshoot deployments and monitoring
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href: how-to/troubleshoot-deploy-and-monitor.md
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- name: Work with models from the model catalog
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items:
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- name: Featured models supported in Azure AI model inference
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href: ../ai-foundry/model-inference/concepts/models.md?context=/azure/ai-studio/context/context
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- name: Work with embedding models
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items:
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- name: Phi-3 chat models
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href: how-to/deploy-models-phi-3.md
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- name: Phi-3 chat model with vision
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href: how-to/deploy-models-phi-3-vision.md
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- name: Phi-3.5 chat model with vision
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href: how-to/deploy-models-phi-3-5-vision.md
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- name: Phi-4 chat models
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href: how-to/deploy-models-phi-4.md
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- name: Fine-tune Phi-3 chat models
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href: how-to/fine-tune-phi-3.md
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- name: Mistral family models
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- name: Work with text embedding models
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href: ../ai-foundry/model-inference/how-to/use-embeddings.md?context=/azure/ai-studio/context/context
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- name: Work with image embedding models
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href: ../ai-foundry/model-inference/how-to/use-image-embeddings.md?context=/azure/ai-studio/context/context
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- name: Work with chat models
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items:
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- name: Mistral premium models
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href: how-to/deploy-models-mistral.md
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- name: Codestral model
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href: how-to/deploy-models-mistral-codestral.md
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- name: Mistral Nemo model
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href: how-to/deploy-models-mistral-nemo.md
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- name: Mistral-7B and Mixtral models
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href: how-to/deploy-models-mistral-open.md
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displayName: maas
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- name: NTTDATA tsuzumi model
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- name: Work with chat completion models
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href: ../ai-foundry/model-inference/how-to/use-chat-completions.md?context=/azure/ai-studio/context/context
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- name: Work with featured models
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items:
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- name: NTTDATA tsuzumi model
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href: how-to/deploy-models-tsuzumi.md
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- name: Fine-tune tsuzumi model
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href: how-to/fine-tune-models-tsuzumi.md
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- name: TimeGEN-1 model
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href: how-to/deploy-models-timegen-1.md
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- name: AI21 Jamba models
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href: how-to/deploy-models-jamba.md
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- name: Cohere models
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items:
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- name: Cohere Command models
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href: how-to/deploy-models-cohere-command.md
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- name: Cohere Embed models
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href: how-to/deploy-models-cohere-embed.md
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- name: Cohere Rerank models
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href: how-to/deploy-models-cohere-rerank.md
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- name: DeepSeek-R1 reasoning models
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href: how-to/deploy-models-deepseek.md
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- name: Gretel Navigator model
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href: how-to/deploy-models-gretel-navigator.md
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- name: Healthcare AI models
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items:
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- name: Foundational AI models for healthcare
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href: how-to/healthcare-ai/healthcare-ai-models.md
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- name: MedImageInsight - embedding model
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href: how-to/healthcare-ai/deploy-medimageinsight.md
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- name: CXRReportGen - text generation model
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href: how-to/healthcare-ai/deploy-cxrreportgen.md
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- name: MedImageParse - prompted segmentation model
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href: how-to/healthcare-ai/deploy-medimageparse.md
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- name: JAIS model
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href: how-to/deploy-models-jais.md
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- name: Meta Llama models
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items:
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- name: Meta Llama family models
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href: how-to/deploy-models-llama.md
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- name: Fine-tune Meta Llama family models
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href: how-to/fine-tune-model-llama.md
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- name: Microsoft Phi family models
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items:
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- name: Phi-3 chat models
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href: how-to/deploy-models-phi-3.md
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- name: Phi-3 chat model with vision
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href: how-to/deploy-models-phi-3-vision.md
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- name: Phi-3.5 chat model with vision
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href: how-to/deploy-models-phi-3-5-vision.md
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- name: Phi-4 chat models
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href: how-to/deploy-models-phi-4.md
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- name: Fine-tune Phi-3 chat models
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href: how-to/fine-tune-phi-3.md
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- name: Mistral family models
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items:
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- name: Mistral premium models
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href: how-to/deploy-models-mistral.md
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- name: Codestral model
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href: how-to/deploy-models-mistral-codestral.md
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- name: Mistral Nemo model
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href: how-to/deploy-models-mistral-nemo.md
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- name: Mistral-7B and Mixtral models
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href: how-to/deploy-models-mistral-open.md
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displayName: maas
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- name: NTTDATA tsuzumi model
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items:
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- name: NTTDATA tsuzumi model
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href: how-to/deploy-models-tsuzumi.md
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- name: Fine-tune tsuzumi model
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href: how-to/fine-tune-models-tsuzumi.md
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- name: TimeGEN-1 model
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href: how-to/deploy-models-timegen-1.md
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- name: Azure OpenAI and AI services
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items:
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- name: Use Azure OpenAI Service in Azure AI Foundry portal
@@ -316,33 +366,6 @@ items:
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displayName: code,sdk
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- name: Develop with Semantic Kernel
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href: how-to/develop/semantic-kernel.md
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- name: Model inference
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items:
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- name: What is Azure AI model inference?
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href: ../ai-foundry/model-inference/overview.md?context=/azure/ai-studio/context/context
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- name: Upgrade from GitHub Models
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href: ../ai-foundry/model-inference/how-to/quickstart-github-models.md?context=/azure/ai-studio/context/context
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- name: Add and configure models
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href: ../ai-foundry/model-inference/how-to/create-model-deployments.md?context=/azure/ai-studio/context/context
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- name: Use the inference endpoint
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href: ../ai-foundry/model-inference/concepts/endpoints.md?context=/azure/ai-studio/context/context
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- name: Deployments
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items:
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- name: Deploying models in Azure AI Foundry
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href: concepts/deployments-overview.md
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- name: Deploy models as serverless API
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href: how-to/deploy-models-serverless.md
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- name: Deploy models via managed compute
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href: how-to/deploy-models-managed.md
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- name: Consume serverless API models from a different project or hub
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href: how-to/deploy-models-serverless-connect.md
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displayName: maas, paygo, models-as-a-service
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- name: Model and region availability for Serverless API deployments
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href: how-to/deploy-models-serverless-availability.md
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- name: Quotas and limits
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href: ai-services/concepts/quotas-limits.md
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- name: Troubleshoot deployments and monitoring
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href: how-to/troubleshoot-deploy-and-monitor.md
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- name: Optimizations
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items:
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- name: Prompt engineering

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