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Open Source

LMQL

Language Model Query Language

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About LMQL

LMQL is a query language for language models. It allows developers to define interactions with LLMs using a declarative syntax that combines natural language prompts with programming constructs.

Best for

Developers seeking precise programmatic control over LLM outputs and complex prompt logic

Use cases

  • Writing structured prompts with constraints on outputs
  • Defining and enforcing output formats and templates
  • Managing multi-step LLM interactions with control flow

Pros

  • Provides fine-grained control over LLM behavior and output
  • Open source with community development and transparency
  • Reduces boilerplate by integrating prompt engineering with code

Cons

  • Steep learning curve for developers new to query languages
  • Limited documentation and examples as a community project
  • Smaller ecosystem and fewer integrations compared to established frameworks

Key facts

What we have checked

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Alternatives

Alternatives to LMQL

RecordTypeHow we knowChecked
GuidanceThis is an alternative to itOpen sourceNamed in the listingNot dated
OutlinesThis is an alternative to itOpen sourceNamed in the listingNot dated
SGLangThis is an alternative to itOpen sourceNamed in the listingNot dated

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Sources

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