LexAgent

A premium, full-stack RAG platform tailored for Indian Startup Compliance, featuring a glassmorphic UI, local embeddings, and context-aware legal report generation.

React

FastAPI

Qdrant

Gemini API

Python

Tailwind CSS

Framer Motion

The Overview

LexAgent is a sophisticated AI-powered compliance assistant designed to navigate the complex landscape of Indian laws and regulations. It utilizes a Retrieval-Augmented Generation (RAG) architecture to provide accurate, context-aware legal advice by querying a vector database of official compliance documents like the Companies Act and IT Act. The platform features a high-end SaaS frontend with smooth animations, a real-time AI thinking window that shows retrieved citations, and the ability to export professional compliance reports. Built with data privacy in mind, it uses local embedding models to ensure sensitive legal queries remain secure while minimizing API costs.

Key Features

Glassmorphic dark-mode UI with Framer Motion animations

Hierarchical document processing for legal structure (Chapters/Sections)

Local all-MiniLM-L6-v2 embeddings for privacy and cost-efficiency

Lightning-fast semantic search powered by Qdrant Vector Database

Hallucination-free legal reports with verified URL citations

Exportable, standalone HTML compliance dashboards

The Journey

"Developing a robust RAG pipeline that maintains the strict hierarchical structure of legal documents while ensuring low-latency retrieval was a significant technical hurdle. Balancing the rich, animated frontend with the high-performance backend required careful optimization of data flow and state management. Fine-tuning the LLM prompts to strictly adhere to Indian Law and prevent hallucinations required extensive iteration on context injection strategies."

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