Getting a language model to generate output in a specific format like JSON, XML, or a database schema.
Getting a language model to generate output in a specific format like JSON, XML, or a database schema. Important for integrating LLMs into software systems that need predictable data formats. OpenAI's function calling and JSON mode, and various constrained decoding techniques, help achieve reliable structured output.
A capability that lets language models interact with external tools and APIs by generating structured function calls.
A mathematical function applied to a neuron's output that introduces non-linearity into the network.
An optimization algorithm that combines the best parts of two other methods — AdaGrad and RMSProp.
Artificial General Intelligence.
An autonomous AI system that can perceive its environment, make decisions, and take actions to achieve goals.
The research field focused on making sure AI systems do what humans actually want them to do.
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