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AI
LLM
Education
AI Tutor
RAG
Building an AI Tutor with LLM and RAG Techniques

Artificial intelligence significantly transforms educational experiences through data-driven, personalized learning solutions. This study introduces an innovative AI Tutor, a web application that employs the latest in large language models (LLM) and retrieval-augmented generation (RAG) to provide tailored tutoring in various subjects.

Key Benefits:

  • Adaptive Learning: Constructs an adaptive knowledge base from course materials.
  • Interactive Tutoring: Efficiently retrieves relevant information and generates conversational responses.
  • Demonstration of Versatility: Showcased through a fully-functional web interface across diverse educational subjects.

While in its initial prototype stage, this AI Tutor represents a groundbreaking step towards AI-enabled tutoring systems that can democratize access to high-quality, customized educational support. The application of LLM and RAG showcases a promising future in AI-driven education, warranting further investment and research.

Personalized AI news from scientific papers.