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This 54-minute conference talk from JavaOne 2025 explores advanced Generative AI capabilities for Java developers. Join Mark Heckler, Principal Cloud Advocate for Java/JVM Languages at Microsoft, as he builds upon fundamental AI concepts to demonstrate how to incorporate essential capabilities for real-world applications. Discover Spring AI and its supported models, learn about different message types and their applications, understand LLM responses and Spring AI outputs, and master prompts and PromptTemplates. Delve into tokens as AI building blocks, explore vector stores to unleash AI on your data, and implement conversation memory to dramatically enhance AI capabilities. The presentation also covers generating images from text, creating voice from text for multi-sensory experiences, and important deployment considerations for Spring AI applications. Access additional resources through the provided GitHub repositories for both general AI implementation and RAG (Retrieval-Augmented Generation) techniques.
