Spring AI: Streamlining Java Enterprise AI Development and Deployment - Mark Pollack
This session explores Spring AI, a new framework enabling Java developers to integrate AI seamlessly into enterprise applications. Spring AI provides accessible AI integration through comprehensive API abstractions for various AI Model APIs and vector databases. Participants will learn how Spring AI simplifies data import into vector databases from PDFs and JSON files. The presentation emphasizes the Spring ecosystem's principles of simplicity and efficiency and will guide attendees through the streamlined 'zero to hello world' development process using Spring CLI. Additionally, the session will showcase practical applications of Spring AI, such as AI code generation, and a detailed case study on a Retrieval Augmented Generation (RAG) prototype developed in collaboration with a Tanzu Labs customer. The talk will also cover deploying AI applications to Azure Spring Apps, demonstrating Spring CLI's 'spring asa deploy' command for quick and efficient deployment.
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