Introducing Spring AI - Integrating AI into Enterprise Applications

Explore the cutting-edge Spring AI framework in this 49-minute conference talk from Spring I/O 2024 in Barcelona. Dive into the world of AI integration for Java developers as project leads Christian Tzolov and Mark Pollack introduce key concepts and demonstrate how to rapidly develop AI applications. Learn about Spring AI's portable client API for interacting with AI models, effective prompt creation techniques including user-defined functions, and methods for converting AI responses into POJOs. Discover how to implement use cases like "query over your docs" using Spring AI's features for creating embeddings and storing them in vector databases. Gain insights into the lightweight ETL framework for document processing, the popular RAG pattern, and strategies for evaluating AI application performance. Access accompanying slides to enhance your understanding of this transformative framework that brings Spring's design principles to the AI software stack.

Introducing Spring AI by Christian Tzolov / Mark Pollack @ Spring I/O 2024