🧠 TALQS — Transformer Architecture for Legal Question Answering & Summarization
TALQS is a dual-model NLP system built entirely from scratch using PyTorch, designed for the Indian legal domain. It features two Transformer-based models:
🔹 A Legal Question Answering model that understands court judgments and generates abstractive answers to user questions
🔹 A Legal Summarization model that produces concise, meaningful summaries of lengthy judgments
No pre-trained models. No shortcuts. Just pure Transformers — built from the ground up to handle real-world legal complexity.