AI Soap (the bar, not the API) (github.com)

A new Python-based library called AI Soap has been launched, designed specifically for formulating soap by leveraging programming principles. Users can create soap recipes using JSON to define ingredients and quantities, and the library computes lye and water needed, predicts properties, and generates printable instructions—all while allowing collaboration with AI tools like Claude Code. Unlike traditional web calculators that confine users to fixed HTML forms, AI Soap treats recipes as code, enabling version control with Git and integration of AI assistance to enhance creativity and troubleshoot problems. This tool is significant for the AI/ML community as it embodies a blend of practical chemistry and innovative programming techniques, showcasing the potential for AI to enhance traditional crafts. The software supports complex calculations, like multi-lye formulations and various water calculation modes, while ensuring transparency through an open methodology. It allows for in-depth ingredient management, property estimation based on fatty acid profiles, and validation against safety standards. By merging the fields of chemistry and machine learning, AI Soap exemplifies how AI can democratize and refine skilled processes, making them more accessible and user-friendly.