In a recent episode of the Azure Enablement Show, the team discussed Python developer guides and new learning paths from Microsoft. These resources are designed to help you master the skills needed to build AI chatbots with Azure Cosmos DB and Azure OpenAI.
Building Your Own AI Copilot
Microsoft has released two developer guides, in Python and Node.js, that walk you through the step-by-step process of creating your own AI copilot on Azure. These guides are suitable for all skill levels, whether you are an experienced developer, a beginner, or even a student.
Comprehensive Developer Guides
These developer guides consist of 13 chapters that cover a variety of important topics, including:
- Introduction to Azure Cosmos DB: Understand the basics of the database technology used to power groundbreaking technologies like OpenAI ChatGPT.
- Introduction to Azure OpenAI API: Understand Azure OpenAI technology and how to use it.
- Vector Search with Azure Cosmos DB: Learn vector search techniques that are essential for building generative AI applications.
- Langchain: Learn about the open-source framework that simplifies the creation of LLM (Large Language Model) models.
Learning Modules and Learning Paths
In addition to the developer guides, Microsoft also provides four learning modules that focus on Azure Cosmos DB for MongoDB. These modules teach you how the database technology is used to power generative AI technologies.
These learning modules are packaged into a learning path that will teach you how to:
- Set up, migrate, and manage Azure Cosmos DB for MongoDB.
- Implement an AI copilot with Azure Cosmos DB for MongoDB and Azure OpenAI through vector search integration.
AI Chatbot Demo
In the episode, we also see a demo of an AI chatbot built using Azure Cosmos DB and Azure OpenAI. This chatbot can do a variety of things, such as:
- Provide product prices.
- Provide product details.
- Count the number of products with a specific color.
- Create a list of products in an easy-to-read format.
- Show the total sales for a specific order.
Conclusion
The developer guides, learning modules, and learning paths from Microsoft provide a wealth of resources for developers interested in AI application development. With step-by-step guidance and helpful demos, you will be well on your way to building AI chatbots and other generative AI applications.
Download the developer guides, explore the learning modules, and start your AI journey today!
Additional Notes:
- The developer guides and learning modules are available for free on the Microsoft Learn website.
- The AI chatbot demo is available on the Azure AI GitHub repository.
- Please note that you will need an Azure subscription to use Azure Cosmos DB and Azure OpenAI.
0 comments:
Post a Comment