Mastering Spring AI with OpenAI ChatGPT: Chat with Documents, Vector Databases, Embeddings, and RAG
Description
Welcome to this comprehensive tutorial on Mastering Spring AI with OpenAI ChatGPT! In this video, we will dive deep into the world of AI-powered applications, focusing on key concepts such as chatting with documents, understanding vector databases, creating embeddings, and RAG (Retrieval-Augmented Generation) processing.
What You’ll Learn:
• Introduction to Spring AI and OpenAI ChatGPT: Understand the basics and how to get started.
• Chat with Documents: Learn how to integrate document-based chat functionality using OpenAI.
• Vector Databases: Gain a solid understanding of vector databases and how they play a crucial role in AI applications.
• Creating Embeddings: Step-by-step guide to creating and utilizing embeddings in your applications.
• RAG Processing: Master the concept of Retrieval-Augmented Generation and its implementation in AI models.
• ETL (Extract, Transform, Load): Learn to manage and process data efficiently for AI applications.
By the end of this video, you’ll have a fully functional application, developed and tested using Postman. Whether you’re a beginner or looking to enhance your skills, this tutorial is designed to guide you through every step, from introduction to full-fledged application development.
If you find this tutorial helpful, don’t forget to like, comment, and subscribe for more in-depth tech content!
#SpringAI #OpenAI #ChatGPT #VectorDatabase #Embeddings #RAGProcessing #AIDevelopment #ETL #Postman #MachineLearning #AI #Tutorial #TechEducation #Coding #ApplicationDevelopment #SoftwareEngineering #DataScience
Meet your instructor
Meet Marshall (Bisky): Senior Software Engineer in Java
With over 5 years of professional experience, I am Marshall, also known as Bisky, a seasoned Senior Software Engineer specialising in Java. My expertise spans a diverse spectrum, ranging from comprehensive System Analysis to intricate Software Development. My professional journey has been anchored in the dynamic and fast-paced landscape of the financial technology industry.
Why Choose My Courses?
I bring a demonstrated history of successfully navigating complex challenges through the art of programming. My passion lies in the relentless pursuit of simplifying intricate tasks through innovative coding solutions.Join me on a learning adventure where I share not just technical knowledge, but the practical insights gained from years of hands-on experience in the field.
What Sets Me Apart?
Extensive Experience: With more than half a decade dedicated to the software engineering domain, I've honed my skills through real-world applications and industry challenges.
Research-Driven Approach: I invest a significant amount of time in continuous research, staying at the forefront of advancements in technology. This commitment ensures that my courses reflect the latest trends and best practices.
Practical Problem-Solving: My focus extends beyond theoretical concepts. I am dedicated to empowering students with the ability to apply their knowledge to real-world scenarios, fostering a deeper understanding of the subject matter.
Embark on a learning journey with me and discover how to not just code, but to code effectively and elegantly. Let's demystify the complexities together!