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The objective of Intelligent Personal Learning Assistant is to design a personalized Ai-Driven platform to provide individual support for university students in improving academic performance. By using advanced AI technologies like OpenAI for Natural Language Processing, LangChain for integration of llms like OpenAI’s- GPT-4 which enables ability to parse and analyse tables from the large pdfs, FAISS used for semantic search in large documents and PEFT for efficient fine-tuning of model enables to handle queries precisely. Integrating it with university tools like Learning Management System (LMS), IPLA provides personalized, real-time academic assistance to improve individual learning experience and student engagement for better educational outcomes.

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The Intelligent Personal Learning Assistant: A Smarter Approach to University Learning

  • 会议论文

  • 发表日期：

    2026年

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  • Yasaswi Gorantla,
  • Y. Sandeep,
  • Veda Sameera Jalasutram,
  • Ekshith Reddy Rajala

摘要

The objective of Intelligent Personal Learning Assistant is to design a personalized Ai-Driven platform to provide individual support for university students in improving academic performance. By using advanced AI technologies like OpenAI for Natural Language Processing, LangChain for integration of llms like OpenAI’s- GPT-4 which enables ability to parse and analyse tables from the large pdfs, FAISS used for semantic search in large documents and PEFT for efficient fine-tuning of model enables to handle queries precisely. Integrating it with university tools like Learning Management System (LMS), IPLA provides personalized, real-time academic assistance to improve individual learning experience and student engagement for better educational outcomes.