GenAI with Java & Spring AI LLMs, RAG, AI Agents

Last updated May 2026 Source code repository, presentations & diagrams - https://github.com/agelenler/gen-ai-java-spring Section 1 - Introduction Section 2 - Java & Spring AI Basic GenAI Use Cases Section 3 - Advanced Spring AI Concepts Section 4 - Prompt Engineering Section 5 - Prompt Hacking Section 6 - GenAI and LLM Fundamentals Section 7 - Chat Memory Section 8 - Multimodality Section 9 - LLM Limitations & Mitigations Section 10 - RAG (Retrieval Augmented Generation) Section 11 - AI Agents Tool Calling and Chained Workflows Section 12 - Human-in-the-Loop AI Agents Checkpoint-Based Pause & Resume with State Machine Section 13 - MCP (Model Context Protocol) Section 14 - Observability in AI Systems