Memelang is a compact, terse domain-specific query language designed as an intermediate representation for LLMs that frequently emit SQL. By using far fewer tokens than equivalent SQL (e.g. 20 vs 36), it dramatically lowers inference costs before being programmatically expanded into full SQL. It features an axial grammar, supports variables, aggregations, and filters, and is accompanied by a specification, paper, and reference implementation.
Memelang v11 is a Frameworks & SDKs project. High token costs and inefficiency when large language models generate billions of verbose SQL queries daily. Memelang v11 is an open-source project aimed at developers. The project is open source (Open Source). Memelang v11 is available on the web and API.
Behind Memelang v11 is HOLTWORK LLC, and it first shipped in 2026. Among its 4 catalogued features are Low-token Queries, SQL Translation, and Text-to-SQL Optimization.
Summary written by a language model from the project’s public pages.
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