Update README.md

README.md

@@ -1,36 +1,16 @@
----
-license: mit
-title: AI Learning Tutor For Computer Science Students
-sdk: gradio
-emoji: 📈
-colorFrom: gray
-colorTo: red
-thumbnail: >-
-  https://cdn-uploads.huggingface.co/production/uploads/68668dfd4357f5b535fd7bdc/HhR3xv58d3TUca9PBpZWS.png
-sdk_version: 5.43.1
----
----
-# AI Friendly Study Tutor
+# 🇹🇹 AI SEA Exam Tutor
 
-A student-friendly AI tutor built with the Groq API and Gradio. Select a subject, topic, language, and level. Then generate a clear explanation, curated resources, a structured roadmap, and a short quiz. Finish by evaluating your answers to see your score and feedback.
+**Secondary Entrance Assessment (SEA) Preparation Assistant**
 
-## Features
+## 🎯 Overview
+An AI-powered tutor for Trinidad and Tobago SEA exam preparation, featuring:
+- **PDF upload** for past paper analysis
+- **RAG-enhanced** question generation
+- **UI-based API key entry** (no command line setup)
+- **SEA-aligned** Mathematics and English content
 
-- **Generate Explanation**: Step-by-step explanation of the topic.
-- **Generate Resources**: At least 3 recommended links (articles, videos, docs) with a short reason.
-- **Generate Roadmap**: A structured learning path with stages, estimated effort, and outcomes.
-- **Generate Quiz**: 3–5 multiple-choice questions with radio-button options (one correct answer).
-- **Display Results**: Evaluates your selected answers and returns a score with brief feedback.
+## 🚀 Quick Start
 
-## Tech
-
-- **Frontend/Backend**: [Gradio]
-- **Model Runtime**: [Groq API] using `llama-3.1-8b-instant`
-
-## Run Locally
-
-1. **Create a virtual environment (optional)**
-
-   ```bash
-   python -m venv .venv
-   source .venv/bin/activate  # Windows: .venv\Scripts\activate
+### 1. Install Dependencies
+```bash
+pip install -r requirements.txt