Descriptions
Spring AI: from beginner to guru. Traditional access to artificial intelligence models such as OpenAI’s ChatGPT has been the domain of Python and Javascript programming languages. Not anymore. Spring AI brings generative AI capabilities to Java developers. The Spring AI project aims to streamline the development of applications that include artificial intelligence features without unnecessary complexity. Spring AI also supports AI models for image generation from OpenAI and Stability. Search augmented generation is an important use case for AI models. Spring AI includes robust support for all major embedding models and all popular vector databases. No prior AI experience is required for this course. You’ll start the course with a detailed overview of what artificial intelligence is.
Next, you’ll have a hands-on section on developing a RESTful API to ask OpenAI ChatGPT questions. In this section, you will learn how we can instruct the model to return data in the desired format. Because no experience with artificial intelligence is required, the next section of the course builds on what you learned in the formal operational design course. Prompt Engineering is data mining techniques to improve the quality and accuracy of responses from artificial intelligence models. Retrieval Augmented Generation (RAG) is an important technique for providing large language models with the additional information needed to query the user to perform specialized tasks. You’ll see how we can use RAG to develop AI experts to perform highly specialized tasks. AI models are not limited to just working with text information. In this course, you will also see how to use artificial intelligence to create images, create audio files from text, and how to transcribe audio files into text.
What will you learn
- Learn how to use Spring AI to interact with OpenAI.
- How to Write Effective Hints for Large Language Models
- Use advanced search generation to improve your response capabilities
- Generate speech from text
- Generate text from speech
Who is this course for?
- Any Java developer who wants to start using OpenAI.
Spring AI Features: From Beginner to Guru
- Publisher: Udemy
- Teacher: John Thompson
- English language
- Level: All levels
- Number of courses: 61
- Duration: 4 hours 28 minutes.
Contents for 2024-5
Requirements
- Experience with Java and Spring is required.
- Understanding of working with RESTful API.
- Ability to use Docker to run a Docker Compose script.
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