Prompt Optimization And Interpretation

via “prompt template compilation and optimization”

LMQL is a query language for large language models.

Unique: Compiles LMQL queries to optimized execution plans with constraint-aware reordering and static pre-computation, rather than naive string interpolation or runtime evaluation as in most prompt engineering libraries

vs others: Provides automatic performance optimization through compilation, whereas string-based approaches (f-strings, Jinja2) require manual optimization and offer no visibility into execution efficiency