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README.md

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 <div align="right"><a href="https://guidance.readthedocs.org"><img src="https://readthedocs.org/projects/guidance/badge/?version=latest&style=flat" /></a></div>
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 # An efficient programming paradigm for steering language models
 **`{guidance}`** is a programming paradigm that offers superior control and efficiency compared to conventional prompting and chaining. With `{guidance}`, you can control how output is structured and get high-quality output for your use case—**while reducing latency and costs of conventional prompting or fine-tuning.** It allows users to constrain generation (e.g. with regex and CFGs) as well as to interleave control (conditional, loops) and generation seamlessly.
 
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 # Key Features
 The **`{guidance}`** library offers developers an elegant prompt-writing experience, allowing users to interleave control (conditional, loops) and constrain generation seamlessly: