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6/2/2025
README.md

BioStat Buddy

An AI-powered biostatistics learning tool that helps students understand complex concepts through simplified explanations, exam tips, and practice questions.

Features

  • Concept Explanations: Get clear, simplified explanations of biostatistics terms
  • Exam Tips: Receive targeted study advice and key points to remember
  • Sample Questions: Practice with relevant questions to test understanding
  • Interactive Interface: Clean, student-friendly design for easy learning

Project Structure

├── backend/
│   └── index.ts             # Main API server with OpenAI integration
├── frontend/
│   ├── index.html           # Main application interface
│   ├── index.tsx            # React frontend logic
│   └── style.css            # Custom styling
├── shared/
│   └── types.ts             # Shared TypeScript interfaces
└── README.md

Usage

  1. Enter any biostatistics term or concept
  2. Get instant AI-powered explanations
  3. Review exam tips and study strategies
  4. Practice with generated sample questions

Technology Stack

  • Backend: Hono + OpenAI API
  • Frontend: React + TailwindCSS
  • AI: GPT-4o-mini for concept explanations
  • Styling: Custom CSS with gradient backgrounds and animations

API Endpoints

  • GET / - Main application interface
  • POST /api/explain - Get AI-powered explanations for biostatistics terms
  • GET /api/health - Health check endpoint
  • GET /frontend/* - Static frontend assets
  • GET /shared/* - Shared TypeScript types

Features in Detail

🤖 AI-Powered Explanations

  • Clear, student-friendly explanations of complex biostatistics concepts
  • Contextual examples and practical applications
  • Structured responses for easy understanding

📝 Exam Preparation

  • Targeted exam tips for each concept
  • Key points to remember for tests
  • Study strategies and mnemonics

❓ Interactive Practice

  • Multiple choice and open-ended questions
  • Detailed answer explanations
  • Progressive difficulty levels

🔗 Connected Learning

  • Related concept suggestions
  • One-click exploration of connected topics
  • Comprehensive coverage of biostatistics curriculum

API Endpoints

  • GET / - Main application interface
  • POST /api/explain - Get AI-powered explanations for biostatistics concepts
  • GET /api/health - Health check endpoint

Example Usage

Try these biostatistics terms:

  • p-value
  • Type I error
  • Type II error
  • Confidence interval
  • Hypothesis testing
  • ANOVA
  • Chi-square test
  • Sampling distribution
  • Central limit theorem
  • Statistical power