🤖📚 Ask Rezzy — Your AI-Powered Study Sidekick 🚀

Welcome to Ask Rezzy, the ✨ intelligent GenAI assistant built to make your med-school grind easier, faster, and a lot more fun 🧠💬.

Think of Rezzy as your resident genius friend who’s always ready to:

• Pull out flashcards from memory 🔁
• Recall tricky past-year questions 🧾
• Chat with you in real-time 🧑‍⚕️
• Answer doubts like a walking textbook 📖💡

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🧭 Why Ask Rezzy?

When you're buried in anatomy books 📚, flipping between chapters, and stressing over “what to revise,” Rezzy becomes your:

• 🔍 Search wizard for semantically similar questions
• 🧠 LLM assistant trained to fetch, retrieve, and reason
• 💬 Live chatbot that streams answers word-by-word
• 🪄 Flashcard flipper with perfect timing

“Give me 5 questions on the skeletal system” → Rezzy dives into its brain 🧠 and streams back smartly chosen questions 🧾⚡

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🌈 Demo & Design

🔗 Live Demo on Loom
🎨 Figma UI Design
📁 Drive Link with Dataset

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💡 Core Features

💼 Feature	💬 Description
🔍 Semantic Vector Search	Fetches smart matches based on meaning, not just keywords
🧠 RAG (Retrieval + Generation)	Finds useful content and builds contextual responses
💬 LLM Chat Interface	Streams responses token-by-token like magic 🪄
🧾 Flashcards & PYQs	Answerable flashcards and previous-year questions
🧑‍⚕️ Study Mode UX	Typing indicators, smooth animations, real-time feel

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🧱 Tech Stack — Built Different 🔧

⚙️ Layer	🛠️ Tech Used
📱 Mobile	React Native + Expo (SDK 50+)
✨ Language	TypeScript (strict mode 🧠)
🧭 Navigation	expo-router
🚀 Backend	Express.js (REST + SSE + WebSockets)
🔍 Vector DB	Pinecone / Weaviate / Chroma (you choose!)
🧠 LLM	OpenAI (Embeddings + Function Calling)
⚡ Real-time	WebSockets (Socket.io) + SSE
🔄 State	React Query (TanStack)
🧪 Testing	Jest (for core pipeline)

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🧬 Dataset Format

interface Question {
  id: string;
  topic: string;
  subtopic: string;
  question: string;
  type: "multiple_choice" | "true_false" | "short_answer";
  options?: string[];
  correct_answer: string;
  difficulty: "easy" | "medium" | "hard";
  tags: string[];
}

interface Flashcard {
  id: string;
  topic: string;
  subtopic: string;
  front: string;
  back: string;
  difficulty: "easy" | "medium" | "hard";
  tags: string[];
}