LMQL
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About
LMQL is an advanced programming language designed for robust and modular interaction with large language models (LLMs). It provides features such as types, templates, constraints, and an optimizing runtime for efficient prompting. The language supports nested queries, allowing for procedural programming approaches in prompt management, and makes code portable across various backends like OpenAI and Transformers with simple code adjustments. LMQL offers expressive Python control flow and string interpolation to facilitate complex prompt construction and generation.
Platform
Task
Features
• typed variables for guaranteed output format
• support for procedural programming in prompting
• execution trace capabilities
• integration with python control flow and string interpolation
• cross-backend portability
• support for nested queries
• robust and modular llm prompting
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