GenLM Control is an open-source library and API for controlled text generation from language models, allowing users to apply programmable constraints such as regular expressions or JSON schemas. It is aimed at AI researchers and developers working with LLMs.
GenLM Control sits in PulseGate's AI & ML category. It focuses on enabling controlled text generation from LLMs using programmable constraints. GenLM Control is an open-source project aimed at AI researchers. The project is open source (Apache-2.0). The product ships for the web, the command line, and API.
GenLM Control first shipped in 2025. The project is developed in the open on GitHub with 186 stars and 6 commits in the last 90 days. Across PulseGate's embedding index, GenLM Control has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are programmable constraints, controlled generation, and API access. It exposes integrations via a public API.
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