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Enterprise LLM Integration: Bridging Java and AI in Business Applications

airhacks.fm podcast with adam bien

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Navigating AI Integration Challenges

This chapter explores the author's journey with various AI models, particularly focusing on Lama 3 in Java and the intricacies of integrating JSON into Java methods. It addresses the complexities of maintaining model portability, API throttling issues, and the non-deterministic nature of AI outputs, especially in production settings. The dialogue also highlights innovative uses of large language models for business processes while contemplating the balance between off-the-shelf solutions and customized AI models.

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