Image & PDF input
Support for JPEG, PNG, WebP, and PDF. Handwritten or printed; single page or multi-page. Optional folder structure (e.g. Topic/Grade/Month) for organizing uploads and jobs.
Upload a math sheet—image or PDF—and receive structured questions with step-by-step solutions. Multi-agent AI and a coordinator ensure consistent, explainable results you can rely on.
Math Solver is an AI-powered pipeline for education and content teams. It takes raw input—photos of handwritten or printed math, or PDF question papers—and returns:
All calculations go through a dedicated math utility—no “mental math” from the model—so numeric answers are precise and auditable.
Built for reliability, transparency, and integration into your workflow.
Support for JPEG, PNG, WebP, and PDF. Handwritten or printed; single page or multi-page. Optional folder structure (e.g. Topic/Grade/Month) for organizing uploads and jobs.
Questions are stored as JSON with LaTeX, optional choices and choice labels, and metadata. Same structure whether you upload from the Solver page or the Dashboard.
Configurable number of agents per question. Each agent uses the same math tool; the coordinator only accepts consensus, reducing single-model errors.
Every solution includes numbered steps and a final answer. Steps are parsed and displayed in the UI and in exports (PDF/DOCX). Human-readable fractions and symbols, not raw LaTeX.
Generate similar questions for any extracted item. Useful for practice sets, alternate forms, or item banks. Stored per job and viewable in the app.
Dashboard for uploads, jobs (questions), and steps. Filter jobs by source file, rename files/folders with automatic relinking of jobs. Delete jobs or files with cascade cleanup.
Download results as PDF (from rendered UI) or as editable DOCX. LaTeX in content is converted to readable text (e.g. 1/3, ×, √) in exports.
Use different models for extraction vs. solving (e.g. Opus for vision extraction, Sonnet for solving). Prompts are externalized in YAML for tuning without code changes.
From classroom materials to item banks and platform integration.
Turn existing worksheets or past papers into solved keys with steps. Share solutions or similar questions for practice without reworking content by hand.
Scale solution authoring for textbooks and digital products. Keep LaTeX and structure; generate solutions and variants from scans or PDFs.
Integrate via API: upload → extract → solve. Use job IDs and stored results to show solutions in your own UI or to power adaptive practice.
Maintain question banks with structured data. Generate similar items and solution keys; export to DOCX or PDF for print or LMS.
Designed for accuracy, auditability, and deployment.