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LLMs are capable of producing a consistent output when the model and version match. However, change a single parameter and the LLM can output something drastically different.
The good news is that with Structured Output, LLMs become exceedingly reliable and less random. Structured Output leverages strongly-typed systems to put guardrails around what an LLM can output. This makes them suitable for production systems.
At its core, Structured Output is a constraint mechanism for LLMs. It forces the model to adhere to a predefined output structure…
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