Designing and Developing a Generalized AI Bot for Adaptive Learning Assistance

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The AI tutor significantly improves personalized learning by offering tailored assistance based on student needs.
Using large language models and retrieval-augmented generation, it provides accurate, context-aware feedback.
The system operates through two phases, ingestion for processing content and runtime for responding to queries.
Challenges such as data privacy and ai bias are acknowledged, highlighting the need for responsible implementation.

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Project demonstrates how an AI tutor enhances adaptive learning and offers instant feedback to K–12 students.

S. Sharma (2025) studied this question.

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