LMQL

LMQL is a programming language for LLM interaction.

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Pricing: freemium — Some features require payment · Visit website

LMQL is a specialized programming language designed for interacting with large language models (LLMs). It supports robust and modular prompting using types, templates, constraints, and an optimizing runtime. This allows developers to create complex queries and procedures more efficiently than traditional methods.

Pros

  • Supports nested queries
  • Enables procedural programming in LLM prompting
  • Uses types for guaranteed output format

Cons

  • Limited community support
  • Steep learning curve due to specialized nature
  • Requires understanding of LLM interaction principles

FAQ

Is LMQL open source?

Yes, it is open source.

Can I use LMQL for free?

Yes, it's freemium with some paid features.

What programming experience do I need?

Experience with Python and LLM interaction helps.

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Last updated: 2026-07-27