PrepSage
Unlock Your Exam Success with AI-Powered Predictions.
A smart-study platform for MSBTE Computer Diploma students. We leverage AI to analyze past papers and syllabi, predicting the most probable questions so you can study smarter, not just harder.
Trusted by students across Nashik
Stop Guessing, Start Preparing.
Traditional studying is a maze. IntelliQuest is your direct path through the noise, focusing only on what truly matters for your exams.
Information Overload
Textbooks, reference notes, and years of past papers. Knowing where to even begin is a challenge. We process it all for you.
Fear of the Unknown
The stress of walking into an exam hall unprepared for surprise questions.
Inefficient Studying
80% of the exam often comes from just 20% of the syllabus. We find that 20%.
Precision & Focus
Our AI provides a targeted list of high-probability questions, allowing you to focus your efforts where they'll have the most impact.
A Modern, Scalable Architecture
Built with a professional-grade, decoupled architecture to ensure reliability and performance.
Frontend
Next.js on Vercel
Backend
Appwrite BaaS
ML Service
FastAPI on Hugging Face
The AI Behind the Magic
We use a state-of-the-art approach called Retrieval-Augmented Generation (RAG) to deliver accurate, context-aware predictions.
1. Grounded in Facts
Our AI starts with a specialized knowledge base, containing only official MSBTE syllabi and past question papers.
2. Intelligent Retrieval
Instead of guessing, the system first retrieves the most relevant information from the knowledge base that matches the context of your subject.
3. Augmented Generation
This factual context is provided to the powerful Mistral 7B model, which then generates predictions based *only* on the verified data, ensuring accuracy and relevance.
// RAG ensures accuracy by preventing the AI from "hallucinating" or making up information.
const context = retrieveDocs(subject);
const prompt = `Given: ${context}, predict questions.`;
const prediction = mistral.generate(prompt);
Powered by a Modern, Open-Source Stack.
FastAPI
Mistral AIFrequently Asked Questions
How accurate are the predictions?
Our predictions are based on statistical analysis of past trends and direct alignment with the current syllabus. While we can't guarantee questions will appear, our goal is to significantly increase the probability of you studying the most relevant topics.
Is this only for the final MSBTE exam?
PrepSage is designed to help with all major exams, including unit tests and final board exams. The AI can analyze patterns for any scope of the syllabus you're preparing for.
Is this service really free?
Yes. PrepSage is built entirely on an open-source stack and hosted on free tiers. It's a project by a student, for students, with the goal of making exam preparation more accessible.
Ready to Revolutionize Your Study Routine?
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