Azure AI Studio
Jump to navigation
Jump to search
An Azure AI Studio is a Cloud-based Development Platform offered by Microsoft Azure that provides developers with tools to build, test, and deploy Generative AI Applications.
- Context:
- It can (typically) support Model Development through a diverse Model Catalog offering various AI models for different inference tasks.
- It can (often) facilitate Prompt Engineering by providing a Prompt Catalog for customizing and optimizing prompts for generative AI models.
- It can range from being a Collaborative Hub for team-based projects to a platform for Enterprise Solutions with built-in governance and security.
- It can enable developers to use a consistent interface for different models through the Model Inference API.
- It can provide tools for monitoring, tracing, and debugging AI applications, enhancing observability and performance optimization.
- It can integrate seamlessly with other Azure services, such as Azure Machine Learning and Azure OpenAI.
- It can provide enterprise-grade security, collaborative work environments, and access to pretrained models, data, and compute resources.
- It can enable developers to organize projects, save progress, and collaborate with team members throughout the development process from conception to deployment.
- It can offer scalability options to transition from proof of concept to production, with continuous monitoring and refinement tools.
- It can enable users to evaluate large language model (LLM) responses and orchestrate prompt application components for better performance.
- ...
- Example(s):
- Counter-Example(s):
- See: Azure Machine Learning, Azure OpenAI, Model Catalog, Prompt Catalog, Enterprise Solutions, Operational Tools, MS Copilot Studio, Cloud Computing, Microsoft Azure, Azure AI Services, Responsible AI
References
2023
- (Microsoft, 2023) ⇒ Microsoft. (2023). “What Is Azure AI Studio?" In: Microsoft Azure Documentation. [1]
- NOTE: It is a Microsoft Azure Documentation page providing a comprehensive overview of the Public Preview of Azure AI Studio, a platform that consolidates various Azure AI Services to enable developers to build Generative AI Applications on an enterprise-grade platform. Highlighting the studio's ability to allow for code-first interaction through Azure AI SDK and Azure AI CLI, the documentation calls attention to the trusted, secure, and inclusive nature of the platform. It encourages innovation in AI while ensuring responsible AI practices. The page lays out how Azure AI Studio facilitates seamless exploration, building, testing, and deployment processes, supporting collaboration with enterprise-level security features and project management tools. It introduces practical tabs like Home, Explore, Build, and Manage for navigation within Azure AI Studio, along with a link to a video demo showing the creation of a retail copilot using Azure AI Studio. Details regarding pricing, billing, and regional availability are covered, along with steps on how to gain access to the full functionality of Azure AI Studio and links to tutorial resources for further learning and project development.