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I Built a CET Counsellor AI Agent for Maharashtra Engineering Aspirants

A developer built CET Counsellor, an AI agent that helps Maharashtra engineering students navigate the MHT-CET and JEE CAP admission process. The agent, built with Lovable (React + TanStack) and Sanity as its knowledge base CMS, answers questions in English, Marathi or Hinglish about CAP rounds, category-wise cutoffs and required documents for 13 seat categories. Sanity stores the structured knowledge base covering 5 CAP stages, 6 colleges with branch-wise closing percentiles, and 13 seat categories with reservation rules and required certificates.

by read1 min views2 publishedOct 4, 2026

This is a submission for the Sanity Challenge. Path One: Ship an Agent That Queries Real Content CET Counsellor is an AI agent that helps Maharashtra engineering students navigate the MHT-CET and JEE CAP admission process. Students can ask about CAP rounds, category-wise cutoffs, required documents for all 13 seat categories (OPEN, OBC, SC, ST, VJNT, EWS, TFWS, PWD, Defence, Ex-servicemen) in English, Marathi or Hinglish.

🔗 Live site: https://cet-guide-ai.lovable.app Built with Lovable (React + TanStack) connected to Sanity as the knowledge base CMS.

Sanity stores the structured knowledge base with 5 CAP stages, 6 colleges with branch-wise closing percentiles, and 13 seat categories with reservation rules and required certificates. The AI agent queries this structured content to give accurate, meaningful answers — not just keyword matches.

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