Supercharge your LLM prompting with code
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Supercharge your LLM prompting with code. Security: Published posture.
LMQL is a query language designed specifically for large language models (LLMs). It combines the natural language prompts with the expressiveness of Python to facilitate the interaction with LLMs. The tool provides various features such as constraints, debugging, retrieval, control flow, and support for 🤗 Transformers, which make it easier to prompt responses from the LLM. LMQL offers a broad range of pre-built prompts for tasks such as telling a joke, generating a packing list, searching Wikipedia, and chatting with a bot. In addition to providing high-level constraints, LMQL also allows users to control the generation process programmatically by supporting regular Python control flow statements. The tool generates the required tokens automatically and validates the produced sequence as soon as the provided validation condition is definitively violated.LMQL also supports arbitrary Python code in the prompt clause, enabling dynamic prompts and text processing. The Scripted Beam Search feature decodes the expert name and answer jointly, exploring multiple possible answers. LMQL supports Python's assert to check the correctness of the generated output, which can be useful for evaluating data sets. Overall, LMQL is a powerful tool that simplifies the interaction with LLMs and enables Python developers to work with natural language prompts more efficiently.
Published posture scored 12/20 or above. We check HTTPS, a reachable privacy policy, and stated compliance commitments. We do not perform security testing.
Last assessed: 21 August 2026
Each scored criterion links to the published page it was derived from. Unscored criteria are marked, not guessed. This listing has not been hands-on tested.
Security & Data Privacy
The homepage uses HTTPS, but there is no privacy policy available.
Source: lmql.aiFunctionality & Features
The homepage provides detailed information about the features and capabilities of LMQL.
Source: lmql.aiEase of Use
Requires hands-on use of the product.
Pricing & Value
No citable published evidence in this pass.
Reliability & Performance
Requires hands-on use of the product.
Integration Capabilities
No citable published evidence in this pass.
Customer Support
No citable published evidence in this pass.
Company Stability
No citable published evidence in this pass.
Update Frequency
No citable published evidence in this pass.
Startup-Friendliness
No citable published evidence in this pass.
Supercharge your LLM prompting with code.
Lmql is a paid tool. A free tier is available to get started.
Lmql has a published security posture scoring 12/20 or above (HTTPS, a reachable privacy policy, and/or stated compliance commitments). We do not perform security testing.
Lmql has not yet been rated on our 10-point evaluation framework. See How We Rate for the 10-criterion framework and status definitions.
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