LLMs can occasionally produce invalid outputs when generating structured data like JSON or XML due to their probabilistic nature. This handbook provides developers with comprehensive guidance on ensuring deterministic structured outputs from LLMs, covering underlying mechanisms, available tools and techniques, deployment
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