Generate structured assessments from any resource — PDFs, URLs, lecture videos, or raw text — in seconds, not hours.
Creating quality assessments manually takes hours. Scaling to multiple classrooms or cohorts multiplies the burden. Grading is even slower.
Upload your content once. AssessMate's AI maps core concepts and generates structured assessments with architectural accuracy — no hallucinated questions, no irrelevant content.
Provide a PDF, paste a URL, or link a YouTube lecture. Receive a structured assessment within seconds — MCQs, short answers, and essay prompts mapped to core concepts.
Distribute assessments to entire classrooms, cohorts, or organizations. Schedule delivery, set time limits, and manage access — all from one interface.
Grading uses semantic similarity analysis, not just keyword matching. Short answers and essays are evaluated against the source material for accuracy and depth.
The Assessment Engine accepts unstructured data from multiple sources and transforms it into structured assessment objects. Our LLM orchestration layer ensures pedagogical accuracy while vector search (RAG) generates contextually relevant questions from your specific materials.
POST /api/v1/content/generate
{
"source": "https://example.com/lecture.pdf",
"type": "pdf",
"output": {
"question_types": ["mcq", "short_answer"],
"count": 20,
"difficulty": "intermediate"
}
}
Eliminate hours of manual assessment creation. Focus on teaching.
Generate practice assessments from your own study materials.
Build onboarding evaluations from internal training documents.