Generative Artificial Intelligence (AI) is becoming more accessible through easy-to-use platforms like Azure AI Studio. Learn how to build generative AI applications like custom copilots that use language models and prompt flow to provide value to your users.
Level: Intermediate
Product: Azure AI services
Audience/Role: Developer, AI Engineer, Data Engineer, Data Scientist,
Subject: Artificial Intelligence
Introduction to Azure AI Studio
Microsoft Azure offers multiple services that enable developers to build amazing AI-powered solutions. Azure AI Studio brings these services together in a single unified experience for AI development on the Azure cloud platform.
Explore and deploy models from the model catalog in Azure AI Studio
Explore the various language models that are available through the Azure AI Studio's model catalog. Understand how to select, deploy, and test a model, and to improve its performance.
Get started with prompt flow to develop language model apps in the Azure AI Studio
Learn about how to use prompt flow to develop applications that leverage language models in the Azure AI Studio.
Build a RAG-based copilot solution with your own data using Azure AI Studio
Copilots can work alongside you to provide suggestions, generate content, or help you make decisions. Copilots use language models as a form of generative artificial intelligence (AI) and will answer your questions using the data they were trained on. To ensure a copilot retrieves information from a specific source, you can add your own data when building a copilot with the Azure AI Studio.
Integrate a fine-tuned language model with your copilot in the Azure AI Studio
Train a base language model on a chat-completion task. The model catalog in the Azure AI Studio offers many open-source models that can be fine-tuned for your specific model behavior needs.
Evaluate the performance of your custom copilot in the Azure AI Studio
Evaluating copilots is essential to ensure your custom copilots meet user needs, provide accurate responses, and continuously improve over time. Discover how to assess and optimize the performance of your custom copilot using the tools and features available in the Azure AI Studio.
Responsible generative AI in AI Studio
Generative AI enables amazing creative solutions, but must be implemented responsibly to minimize the risk of harmful content generation.
Assessment will soon be available.
