Spring AI: Seamlessly Integrating AI into Enterprise Java Applications

Explore the Spring AI framework designed to help Java developers seamlessly integrate AI into enterprise applications. Dive into key AI concepts essential for Java developers and learn how to rapidly develop AI applications using Spring AI. Discover the framework's components and design principles, including portability, modular design, and POJO-based architecture for AI applications. Understand how to use the portable client API for AI model interaction, create effective AI prompts, handle responses, and leverage user-defined Functions. Examine practical use cases like "query over your docs" and explore features such as creating and managing embeddings, semantic search, integration with vector databases, and utilizing a lightweight ETL framework for document processing. Learn about popular patterns like RAG (Retrieval-Augmented Generation) and Function Calling, as well as methods for evaluating AI application correctness. Gain insights from Spring AI project leads in this comprehensive 49-minute Devoxx conference talk.