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voice live with agents quickstart
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articles/ai-services/speech-service/includes/quickstarts/voice-live-agents/ai-foundry.md

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In this article, you learn how to use voice live with generative AI and Azure AI Speech in the [Azure AI Foundry portal](https://ai.azure.com/?cid=learnDocs).
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In this article, you learn how to use voice live with agents and Azure AI Speech in the [Azure AI Foundry portal](https://ai.azure.com/?cid=learnDocs).
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[!INCLUDE [Introduction](intro.md)]
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## Prerequisites
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---
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author: eric-urban
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ms.service: azure-ai-speech
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ms.topic: include
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ms.date: 7/31/2025
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ms.author: eur
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---
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You can create and run an application to use voice live with agents for real-time voice agents.
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- Using agents allows leveraging a built-in prompt and configuration managed within the agent itself, rather than specifying instructions in the session code.
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- Agents encapsulate more complex logic and behaviors, making it easier to manage and update conversational flows without changing the client code.
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- The agent approach streamlines integration. The agent ID is used to connect and all necessary settings are handled internally, reducing the need for manual configuration in the code.
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- This separation also supports better maintainability and scalability for scenarios where multiple conversational experiences or business logic variations are needed.
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To instead use the voice live API without agents, see the [voice live quickstart](/azure/ai-services/speech-service/voice-live-quickstart).

articles/ai-services/speech-service/includes/quickstarts/voice-live-agents/python.md

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In this article, you learn how to use voice live with agents and Azure AI Speech using Python code.
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[!INCLUDE [Introduction](intro.md)]
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## Prerequisites
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- An Azure subscription. <a href="https://azure.microsoft.com/free/ai-services" target="_blank">Create one for free</a>.

articles/ai-services/speech-service/includes/quickstarts/voice-live-api/ai-foundry.md

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In this article, you learn how to use voice live with generative AI and Azure AI Speech in the [Azure AI Foundry portal](https://ai.azure.com/?cid=learnDocs).
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[!INCLUDE [Introduction](intro.md)]
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## Prerequisites
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- An Azure subscription. <a href="https://azure.microsoft.com/free/ai-services" target="_blank">Create one for free</a>.
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---
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author: eric-urban
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ms.service: azure-ai-speech
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ms.topic: include
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ms.date: 7/31/2025
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ms.author: eur
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---
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You create and run an application to use voice live directly with generative AI models for real-time voice agents.
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- Using models directly allows specifying custom instructions (prompts) for each session, offering more flexibility for dynamic or experimental use cases.
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- Models may be preferable when you want fine-grained control over session parameters or need to frequently adjust the prompt or configuration without updating an agent in the portal.
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- The code for model-based sessions is simpler in some respects, as it does not require managing agent IDs or agent-specific setup.
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- Direct model use is suitable for scenarios where agent-level abstraction or built-in logic is unnecessary.
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To instead use the voice live API with agents, see the [voice live agents quickstart](/azure/ai-services/speech-service/voice-live-agents-quickstart).

articles/ai-services/speech-service/includes/quickstarts/voice-live-api/python.md

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In this article, you learn how to use voice live with generative AI and Azure AI Speech using Python code.
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[!INCLUDE [Introduction](intro.md)]
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## Prerequisites
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- An Azure subscription. <a href="https://azure.microsoft.com/free/ai-services" target="_blank">Create one for free</a>.

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