In this video, Mark Heckler (Microsoft) reviews and builds upon key Generative AI (GenAI) capabilities to show how to incorporate capabilities essential for delivering applications with real-world value.

Concepts covered will include some of the following:
• Spring AI and the models it supports
• Types of Messages and how to use them
• LLM responses, Spring AI outputs
• Prompts and PromptTemplates
• Tokens, the building block$ of AI
• Vector stores: unleashing AI on your data
• Conversation memory: 100x your AI's capabilities
• Images from text: can AI draw better than you?
• Voice from text: building a multi-sensory experience
• Deployment considerations for your Spring AI app

Presented by Mark Heckler - Principal Cloud Advocate, Java/JVM Languages (Microsoft) at JavaOne 2025 (CA, March 2025).

All JavaOne talks ➤    • JavaOne 2025  

Resources:
➤ github.com/mkheck/ai202
➤ github.com/mkheck/rag

Tags: #Java #JavaOne #AI #OpenJDK

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