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Spring_AI_enterprise_RAG_and_Function_Calling

NotebookLM-Edition to Apress ebook "Mastering Spring AI: The Java Developer’s Guide for Large Language Models and Generative AI". These sections offer a comprehensive technical guide on integrating Generative AI (GenAI) and Large Language Models (LLMs) with the Spring AI framework, specifically for Java developers. The content details fundamental concepts such as LLM architecture, ethical considerations, and real-world applications before moving into practical coding examples, including implementing Retrieval-Augmented Generation (RAG), conversational AI with Chain-of-Thought (CoT) and ReAct prompting, and function calling to interact with external services. Finally, the source addresses crucial aspects of moving these AI applications to production through LLMOps, prompt governance, security, and scalability. #springai #rag #functioncalling #toolcalling #llms