The KanoonBERT is an advanced legal information retrieval system designed for Indian legal documents. It uses semantic search technology to enhance precision and accessibility, catering to lawyers, law students, and non-professionals.
- Semantic Search: Context-aware query processing.
- KanoonBERT: Pre-trained on Indian legal texts.
- Efficient Retrieval: Combines topic modeling and cosine similarity for faster results.
- Case Summarization: Provides concise summaries with Facebook’s BART model.
- User Roles:
- Lawyers: Precise case law retrieval.
- Law Students: Simplified access to legal resources.
- Non-Professionals: Easy understanding of legal matters.
- Front-End: ReactJS, Tailwind CSS.
- Back-End: Flask, Python.
- Database: Firebase.
- Model: KanoonBERT fine-tuned on Indian legal texts.
- Enter a query or upload a legal document.
- View top-ranked case results with summaries and links.