mathjson-alpha

This is a first pass at generating MathJSON formulations of math problems to allow deterministic calculations (via cortex-js/compute-engine).

LLMs are decent at problem formulation, but terrible at calculations, especially things like calculating cosine of R radians, floating point with high precision multiplication, etc. Let's let LLMs do what they are good at and run the computation outside.

本工作为初步尝试生成数学问题的MathJSON表述，以支持通过cortex-js/compute-engine实现确定性计算。大语言模型（Large Language Models）在问题形式化表述上表现尚可，但在数值计算方面能力不足，尤其难以处理诸如计算以弧度为单位的R的余弦值、高精度浮点乘法等场景。因此可让大语言模型承担其擅长的任务，而将计算环节交由外部完成。