Legal Solutions - GenAI

  • Unique Paper ID: 179222
  • Volume: 11
  • Issue: 12
  • PageNo: 5737-5741
  • Abstract:
  • This paper presents LegalRAG Assistant, an AI-powered legal chatbot platform that leverages Generative AI (GenAI), Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG) to provide accurate, context-aware responses to legal queries. The system integrates Indian legal frameworks including the Bharatiya Nyaya Sanhita (BNS) and RERA guidelines to support real-time legal consultation and document analysis. A structured pipeline was developed using vector embeddings (via Sentence-BERT) and FAISS for efficient semantic retrieval of legal texts. These are then fed into a fine-tuned LLM (Mistral-7B-Instruct) for answer generation. The platform demonstrates over 90% retrieval precision on a curated legal dataset and supports multilingual, user-friendly interaction through a Gradio-based chatbot interface. Experimental outcomes emphasize LegalRAG Assistant’s readiness for deployment in legal advisory applications, especially in domains requiring rapid access to complex legal information with high accuracy and explainability.

Cite This Article

  • ISSN: 2349-6002
  • Volume: 11
  • Issue: 12
  • PageNo: 5737-5741

Legal Solutions - GenAI

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