Symantex

Symantex (pronounced “semantics”) is a modular LaTeX→SymPy converter built on top of Mirascope’s structured-JSON API. It transforms arbitrary LaTeX snippets into executable SymPy Expr and Eq objects, with hooks for domain-specific operators, custom prompt engineering, and dynamic parser configuration.

Documentation: Available at FormuLearn Docs

🚀 Features

• Reliable JSON mode via Mirascope LLM calls
• Automatic parsing into SymPy ASTs (Eq, Sum, Matrix, derivatives, transforms…)
• Dynamic locals map lets you register new functions/symbols (e.g. argmin, softmax, attention)
• Pluggable prompt that enforces valid Sympy code (Eq(...), Sum(...), no ellipses)
• Graceful degradation: partial parse success, intelligent failure logging for diagnostics
• Customizable parser via regular-expression token discovery

📦 Installation

pip install symantex