Dr. Mark Pollack, Lead of the new Spring AI project, discusses collaboration using Spring Boot and Axon, introduces the Spring AI project, showcases the usage of Spring CLI to create a new project, explores prompt templates using Spring Framework resource abstraction, and talks about retrieving information from Wikipedia and sharing resources.
The podcast demonstrates how to create an AI-powered joke generator using the Spring framework and OpenAI's language model, ChatGPT.
They also showcase how AI can be used to query and extract information from complex text, such as a Wikipedia article, demonstrating its versatility and potential.
Deep dives
Creating an AI-powered joke generator
In this podcast episode, the host demonstrates how to create an AI-powered joke generator using the Spring framework and OpenAI's language model, ChatGPT. The host starts by setting up the necessary dependencies and configuring the application to connect to the OpenAI service. Then, they create a Spring bean for the AI client and use it to generate jokes based on user input. The host shows how to structure the prompts and process the responses using prompt templates and output processors. They also discuss the importance of prompt engineering and provide examples of different use cases. By the end of the episode, the host successfully creates a joke generator that interacts with the OpenAI model and returns humorous jokes.
Using AI to answer questions about the Winter Olympics
In another example, the host showcases how to use AI to answer questions about the Winter Olympics. They demonstrate how to query the AI model by constructing prompts and passing in context. The host uses a Wikipedia article on curling in the 2022 Winter Olympics and asks the model to provide information about the event. The response from the AI model includes detailed information extracted from the Wikipedia article, demonstrating the capability of AI to parse and understand complex text. They also discuss the functionality of output processors in structuring the response data. Overall, the episode highlights the versatility of AI and its application in various use cases with the help of the Spring framework.
Hi, Spring fans! In this episode, I talk to Dr. Mark Pollack, lead of the new Spring AI project. This episode was recorded live at SpringOne at VMware Explore 2023, in Las Vegas. #SpringBoot #AI
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