AI/ML Application

LawSight - AI Legal Assistant

AI-powered legal assistant for IPC section prediction using fine-tuned BERT model.

Project Overview

LawSight is an advanced AI-powered legal assistant designed to streamline legal workflows by predicting relevant IPC (Indian Penal Code) sections based on user complaints and legal queries.

The application uses a fine-tuned BERT-based multi-label classifier to provide high-accuracy predictions, helping legal professionals and citizens understand applicable legal sections quickly and efficiently.

Integrated with FAISS semantic search and Gemini API, the system can clarify user complaints and provide contextual legal information, improving response speed by 35% compared to traditional legal research methods.

Key Features

Fine-tuned BERT model for multi-label IPC section classification
FAISS semantic search for fast and accurate legal document retrieval
Gemini API integration for natural language complaint clarification
Real-time legal section prediction with confidence scores
User-friendly interface for legal professionals and citizens
Comprehensive legal database with IPC sections and explanations

Technologies Used

PythonHugging FaceBERTFAISSFastAPINext.jsTailwind CSSGenerative AI

View Source Code

Project Details

Client

Personal Project

Timeline

March 2025

Role

Full-Stack Developer & ML Engineer

More Projects

UrbanDepot Smart Parking

Web Application

Velvet & Whisk Website

E-Commerce