Library/lmqlForked

eth-sri/lmql

lmql

A language for constraint-guided and efficient LLM programming.

Builder

eth-sri

eth-sri

eth-sri • individual

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4,163

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Forks

218

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Created

Nov 24, 2022

Project creation date

README Summary

LMQL is a programming language designed for large language model programming that provides scripting support for constraints and efficient generation. It enables developers to write more structured and controllable interactions with LLMs through a SQL-like syntax combined with Python. The language focuses on constraint-guided generation to make LLM programming more reliable and efficient.

AI Dev Skills

Unmapped

Large Language Model ProgrammingConstraint ProgrammingPrompt EngineeringQuery Language DesignToken OptimizationLanguage Model InferenceStructured GenerationLLM Control Flow

Tags

Large Language Model ProgrammingConstraint ProgrammingPrompt EngineeringQuery Language DesignToken OptimizationLanguage Model InferenceStructured GenerationLLM Control FlowForm Filling with LLMsMulti-step Reasoning with ValidationFinTechAgentic AIDeveloper ToolsLLM ControllabilityLegal TechLLM-based Data Processing PipelinesNatural Language ProcessingCloud APIConstraint-Based GenerationTemplate-based Content GenerationSelf-hostedEducationInteractive Chatbot DevelopmentLanguage Model Inference OptimizationDeclarative Programming LanguagesStructured Text GenerationOn-premiseStructured Data Extraction from TextTextConstrained Creative WritingLLM Output ValidationCompound AI SystemsHealthcarePython

Taxonomy

Recent Activity

Updated 10 months ago

7 Days

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90 Days

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Quality

beta
Quality
high
Maturity
beta

Categories

Foundation ModelsPrimaryAI AgentsInference & ServingNLP & TextML Platform & InfrastructureHealthcare & BiologyFinance & LegalMLOps & InfrastructureDev Tools & AutomationIndustry: FinTechOther AI / ML

PM Skills

Scale & ReliabilityDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Nov 24, 2022
Forked
Mar 22, 2026
Your last push
10 months ago
Upstream last push
10 months ago
Tracked since
May 22, 2025

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