submission_details.md

Project Submission Details

🚀 Project Name

AnatomyBot - MBBS Anatomy Tutor

📝 What I want to showcase

I want to showcase an intelligent, interactive educational platform designed specifically for MBBS (medical) students. The goal is to bridge the gap between static textbooks and active learning by providing:

• Visual & Contextual Learning: Instantly fetching relevant anatomical diagrams alongside AI-generated educational summaries.
• Active Recall & Simulation: A "VIVA Mode" that simulates an oral anatomy exam with a strict but fair AI professor, complete with voice interaction.
• Resource Augmentation: A "Book Mode" that allows students to upload their own textbooks and get AI-powered analysis and quiz questions for specific pages.

🛠️ What I've built so far

I have built a fully functional Gradio web application that integrates multiple powerful AI services:

1. Smart Query Engine:

   • Uses Hyperbolic AI (Llama 3.3 70B) to validate if questions are strictly anatomy-related.
   • Fetches high-quality diagrams using SERPAPI (Google Images), filtering out non-diagrammatic results.
   • Generates structured, emoji-rich educational content (Location, Features, Clinical Significance).

2. VIVA Training Mode:

   • Simulates a real oral exam environment.
   • Generates progressive questions (from basic relations to clinical scenarios).
   • Voice Interaction: Uses ElevenLabs to vocalize questions, making the experience immersive.
   • AI Evaluation: Grades student answers (Distinction, Pass, Borderline, Fail) and provides detailed feedback with reference answers.

3. Book Learning Mode:

   • Allows PDF textbook uploads.
   • Extracts and displays specific pages.
   • Analyzes page content to generate summaries, clinical points, and self-test questions.

4. Student System:

   • Includes a registration system (SQLite backend) to track student details (Name, Medical School, Year).

💻 Tech Stack

• Frontend/UI: Gradio (Python)
• LLM Intelligence: Hyperbolic AI API (Meta Llama 3.3 70B Instruct)
• Image Search: SERPAPI (Google Images Engine)
• Voice Synthesis: ElevenLabs API (Text-to-Speech)
• Database: SQLite (for user management)
• Image/PDF Processing: Pillow, PyPDF2, pdf2image
• Environment: Python, Hugging Face Spaces