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LMQL is a query language optimized for large language models (LLMs). It mixes natural language prompts with Python’s expressiveness to allow interaction with LLMs. The tool includes limitations, debugging, retrieval, control flow, and support for Transformers, making it easy to stimulate responses from the LLM. LMQL comes with a plethora of pre-built prompts for things like cracking a joke, creating a packing list, browsing Wikipedia, and talking with a bot. In addition to offering high-level limitations, LMQL allows users to programmatically control the creation process by allowing ordinary Python control flow statements.

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