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This study presents the development of a legal chatbot leveraging Llama-2 and Mistral, tailored to address queries related to the recent legal reforms in India, including the Bharatiya Nyaya Sanhita, 2023, Bharatiya Nagarik Suraksha Sanhita, 2023, and BharatiyaSakshya Bill, 2023. The chatbot is fine-tuned with a comprehensive legal dataset, enabling it to accurately interpret and provide insights into the redefined criminal offenses, procedural enhancements, and modernized evidentiary standards introduced by these laws. By employing advanced Retrieval-Augmented Generation (RAG) techniques, the chatbot delivers precise, empathetic, and non-judgmental responses, highlighting the transformative potential of LLM-based chatbots in providing reliable and up-to-date legal guidance across diverse legal contexts.

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Transforming Legal Assistance: A Chatbot-Driven Analysis of India’s Legislative Reforms

  • 会议论文

  • 发表日期：

    2025年

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  • M. S. Pavithraa,
  • K. Deepak,
  • R. Vishnu Priya

摘要

This study presents the development of a legal chatbot leveraging Llama-2 and Mistral, tailored to address queries related to the recent legal reforms in India, including the Bharatiya Nyaya Sanhita, 2023, Bharatiya Nagarik Suraksha Sanhita, 2023, and BharatiyaSakshya Bill, 2023. The chatbot is fine-tuned with a comprehensive legal dataset, enabling it to accurately interpret and provide insights into the redefined criminal offenses, procedural enhancements, and modernized evidentiary standards introduced by these laws. By employing advanced Retrieval-Augmented Generation (RAG) techniques, the chatbot delivers precise, empathetic, and non-judgmental responses, highlighting the transformative potential of LLM-based chatbots in providing reliable and up-to-date legal guidance across diverse legal contexts.