CogniBuddy is an open-source Socratic AI tutor that refuses to give direct answers. It uses an async background worker to maintain a "Mistake Ledger" of student errors, generating targeted guiding questions based on past misconceptions to force active learning and critical thinking.
vaibhavi2402/socrasticAI
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