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AI assistant for student queries
CampusBot answers common student questions — enrollment, deadlines, course prerequisites — by combining an intent classifier with a searchable knowledge base of institutional documents.
A React widget embeds anywhere on the school's site, backed by a Flask API.
Many student questions were phrased ambiguously and didn't map cleanly to a single intent.
Added a clarifying-question step: when confidence was low, the bot asked a short follow-up instead of guessing, which measurably improved resolution rate.
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