Spring AI: Beginner to Guru
What you'll learn
- Learn how to use Spring AI to interact with OpenAI
- How to write effective Prompts for Large Language Models
- Use Retrieval Augmented Generation to Improve Response Capabilities
- Using OpenAI Functions
- Generate Speech from Text
- Generate Text from Speech
Requirements
- Java and Spring Experience is Required
- Basic Understanding of RESTful APIs
Description
Traditionally accessing Artificial Intelligence Models, such as OpenAI's ChatGPT, has been the domain of programming languages Python and Javascript.
Not any more. Spring AI unlocks the power of Generative AI for Java developers.
The Spring AI project aims to streamline the development of applications that incorporate artificial intelligence functionality without unnecessary complexity.
Spring AI provides support for all major Artificial Intelligence models, including:
OpenAI
Azure OpenAI
Amazon Bedrock
HuggingFace
Ollama
Google VertextAI (PaLM2 and Gemini)
Mistral AI
Antrhopic
WatsonxAI
Spring AI also supports image generation AI models from OpenAI and Stability.
Retrieval Augmented Generation is an important use case for dealing with AI models. Spring AI includes robust support for all major Embedding Models and all popular vector databases.
No prior experience with AI is needed for this course.
You will start the course with a solid overview of what Artificial Intelligence is.
Next you'll have a hands on section to develop a RESTful API to ask OpenAI's ChatGPT questions. In this section, you will learn how we can instruct the model to return data in the format we desire.
Since no AI experience is required, the next section of the course builds upon what you learned with a formal look at Prompt Engineering. Prompt Engineering is a collection techniques to improve the quality and accuracy of responses from AI Models.
Retrieval Augmented Generation (RAG) is an important technique to provide Large Language Models with additional information required to the user's query to complete specialized tasks.
You will see how we can use RAG to develop AI experts to perform high specialized tasks.
The AI models are not just limited to working with textual information.
In this course you will also see how to use AI to create images, create audio files from text, and how to transcribe audio files to text.
Course Updates
Sept 9th, 2024 - Course Updated to Spring AI 1.0.0-M2
October 12th, 2024 - Course Updated to Spring AI 1.0.0-M3, Spring Boot 3.3.4
January 2nd, Course Updated to Spring AI 1.0.0-M5 and Spring Boot 3.3.6
Learn all this and more in Spring A:I Beginner to Guru. Enroll today!
Who this course is for:
- Any Java Developer wishing to get started using OpenAI
Instructor
- 4.4 Instructor Rating
- 54,888 Reviews
- 364,746 Students
- 24 Courses
Hi. I'm John.
I've been in the IT industry for over 25 years. Today, I specialize mainly in Java, the most successful and widely known programming language in use today. I also specialize with the Spring Framework, which the most popular open source application framework for building enterprise class applications on the Java platform. Just some of the organizations I've worked with include Visa, Kohls, Federal Home Loan Bank, and Belk Department Stores.
Through the courses I'm providing, I hope to leverage my years of experience to accelerate your learning of the Spring Framework. I'm not going to lie to you. The Spring Framework is a big framework. The environment for enterprise Java is even bigger. If you're new to Java, you have a lot to learn. I hope through the content on this web site I can accelerate your education of the Java and Spring landscape.