Update README.md

README.md

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----# Legal RAG Backend
-
+---
 title: Legal RAG Backend
-
-emoji: ⚖️A complete FastAPI-based backend for a Legal RAG (Retrieval Augmented Generation) AI system that provides intelligent legal verdict predictions with comprehensive explanations backed by constitutional provisions, IPC sections, case law, and statutes.
-
+emoji: ⚖️
 colorFrom: blue
-
-colorTo: purple## Overview
-
+colorTo: purple
 sdk: docker
+pinned: false
+license: mit
+app_port: 7860
+---
 
-pinned: falseThis system combines:
-
-license: mit- **LegalBERT** fine-tuned model for verdict prediction
+# Legal RAG Backend ⚖️
 
-app_port: 7860- **FAISS** vector search for legal document retrieval
+AI-powered legal verdict prediction and judgment generation system.
 
----- **Sentence Transformers** (BGE-Large) for semantic embeddings
+## Features
+- **LegalBERT Classification**: Fine-tuned model for guilty/not guilty predictions
+- **RAG Retrieval**: Semantic search across 6 legal databases (Constitution, IPC, Case Law, Statutes, Q&A)
+- **Gemini 2.5 Pro**: Generates concise 400-600 word judicial judgments
+- **Confidence-based Override**: AI can override predictions below 80% confidence
+- **Similar Case References**: Mandatory precedent case citations
 
 - **Google Gemini** (optional) for generating detailed explanations