Azure AI Foundry is a comprehensive web portal that consolidates a range of Azure AI services into a unified development environment. With Azure AI Foundry, you can achieve the following tasks:
- Deploy models from the model catalog to real-time inferencing endpoints for client application utilization.
- Deploy and test generative AI models using the Azure OpenAI service.
- Integrate data from custom sources to support a retrieval-augmented generation (RAG) approach for prompt engineering in generative AI models.
- Utilize prompt flow to define workflows that integrate models, prompts, and custom processing.
- Implement content safety filters within a generative AI solution to mitigate potential risks.
- Enhance a generative AI solution by incorporating multiple AI capabilities through Azure AI services.
Learning objectives
Upon completion of this intermediate-level lab, you will be able to:
- Create an Azure AI hub and AI projects
- Understand the different AI models and prompt flows
- Fine-tuning the existing models and understanding the content filters
Intended audience
- Software Engineers
- AI Engineer
- Cloud Architects
- DevOps Engineers
Prerequisites
Familiarity with the following will be beneficial but is not required: