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articles/ai-studio/how-to/develop/sdk-overview.md

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Once you have created the project client, you can use the client for the capabilities in the following sections.
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Be sure to check out the [reference](https://aka.ms/azsdk/azure-ai-projects/python/reference) and [samples](https://aka.ms/azsdk/azure-ai-projects/python/samples).
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Be sure to check out the [reference]() and [samples](https://aka.ms/azsdk/azure-ai-projects/python/samples).
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## Azure OpenAI Service
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Azure AI Agent Service is a fully managed service designed to empower developers to securely build, deploy, and scale high-quality, and extensible AI agents. Using an extensive ecosystem of models, tools and capabilities from OpenAI, Microsoft, and third-party providers, Azure AI Agent Service enables building agents for a wide range of generative AI use cases.
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To get access to agents, [sign-up for the private preview](TODO).
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To get access to agents, [sign-up for the private preview]().
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## Evaluation
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