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Agentic AI2025

Math Agent.

Agentic AI tutor that decomposes problems, calls solver tools and shows its work

Math Agent
highlights
01

Planner LLM dispatches to symbolic + numeric solvers

02

Step-by-step working reconstructed from tool calls

03

Built-in plotter and unit-converter tools

04

Every answer is auditable — no one-shot hallucinations

the work

An agentic calculus / algebra tutor wired together with LangChain tool-use. A planner LLM parses the natural-language problem, decides which solver tools to call (SymPy for symbolic, NumPy/SciPy for numeric, a step-explainer, a plotter, a unit-converter) and stitches a structured solution back together. The student never gets a one-shot model guess — they get a transparent chain of tool invocations and intermediate states, which is exactly the difference between a chatbot and a tutor.

stack
LangChainPythonSymPyNumPyTool UseAgentsNext.js

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