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Explore practical AI integration patterns for Java applications in this 44-minute conference talk from Spring I/O 2025. Learn how to transition from AI experimentation to production-ready implementations using Spring AI and Vaadin through comprehensive analysis of common real-world AI patterns and live demonstrations. Discover techniques for providing both short-term and long-term memory to large language models, integrate LLMs with your APIs through tool calling to build advanced agents, and protect AI workflows from prompt injection attacks and sensitive data leaks using guardrails. Master multimodal interactions with models through text, image, audio, and video capabilities, and enhance LLM context using advanced retrieval techniques from your existing data sources. Gain actionable insights and immediately implementable examples for integrating these patterns into your projects, whether deploying on-premises or in cloud environments, with practical guidance from industry experts who have extensively experimented with large language models in production scenarios.
