Legal Solutions - GenAI

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, which 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.