Guidance is a programming paradigm designed to provide enhanced control and efficiency, surpassing traditional prompting and chaining methods. This paradigm enables users to exert constraints on generation, such as using regular expressions and context-free grammars. One notable aspect of guidance is its ability to seamlessly interleave control structures with generation processes. It serves as a language specifically tailored for controlling large language models, offering a powerful and flexible approach to programming.
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