🚀 Wizard AI

🧙‍♂️ Your ultimate AI-powered study assistant — helping you learn smarter, not harder!

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📌 Problem Statement

Problem Statement 1 - Weave AI magic with Groq

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🎯 Objective

Many students and self-learners face the challenge of sifting through massive study materials — PDFs, notes, and lecture slides — especially during exams.
Manual skimming, note-taking, and understanding complex topics can be ⏳ time-consuming and inefficient.

Wizard AI solves this with an AI-powered assistant that helps learners:

• ❓ Get instant answers to their queries
• 📝 Summarize large chunks of study content
• 🧠 Visualize complex concepts with AI-generated mind maps
• 💾 Save important chats as study notes

Perfect for exam prep, quick concept revision, and interactive learning!

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🧠 Approach

• Chose this problem to reduce the stress and inefficiencies of last-minute studying.
• Focused on speed and clarity — providing instant results powered by Groq’s blazing fast inference.
• Brainstormed visual tools and landed on mind maps as a breakthrough to help retain information better.
• Built an intuitive and minimal UI with support for saving conversations as notes.

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🛠️ Tech Stack

Core Technologies Used:

• Frontend: React + Tailwind CSS + mermaid js
• Backend: FastAPI + Langchain + Langgraph + Sqlalchemy
• Database: postgres(On supabase) / sqlite(Testing)
• Hosting: Frontend(vercel) , Backend(None)

Sponsor Technologies Used:

• Groq: Used for real-time, low-latency Q&A and mind map generation, with langchain.
• Monad
• Fluvio
• Base
• Screenpipe
• Stellar

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✨ Key Features

• ✅ Upload Documents or notes or youtube lectures and get answers from the content

• ✅ Ask questions in natural language, powered by Groq's fast inference

• ✅ Summarize large documents into key points
• ✅ AI-generated mind maps to visualize complex ideas

• ✅ Save Q&A sessions as notes for future reference

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📽️ Demo & Deliverables

• Demo Video Link: https://youtu.be/zzNlpvRekCM?si=1u2DbWPrU0-1NVY-
• Pitch Deck / PPT Link: https://docs.google.com/presentation/d/1DFR_sjBjDS_6CsUnq2JS4-05rpigyGcJ/edit?usp=sharing&ouid=114568958041626311775&rtpof=true&sd=true

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✅ Tasks & Bonus Checklist

• All members of the team completed the mandatory task
• Bonus Task 1 - Sharing of Badges (2 points)
• Bonus Task 2 - Signed up for Sprint.dev (3 points)

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🧪 How to Run the Project

Requirements:

• Node.js
• Python
• supabase db url or local sqlite db
• Groq API key
• .env file with:

Note: The .env file should be saved in ./backend folder

GROQ_API_KEY=your_key
HASH_KEY=your_key_to_hash_the_passwords
SUPABASE_DB_URL=your_supabasedb_url_or_local_sqllite_url

Local Setup:

Without docker

# Clone the repo
git clone https://github.com/in1yan/wizard

# for frontend
# Install dependencies
cd wizard/frontend
npm install

# Start development server(in frontend folder)
npm run dev

# for backend
cd wizard/backend
pip install -r requirements.txt
python app.py

Then you can acess the fronend on http://localhost:8080 and backend on http://localhost:8000 API docs can be accessed on http://localhost:8000/docs.

with docker

# Clone the repo
git clone https://github.com/in1yan/wizard
# ensure docker is installed
cd wizard
docker-compose up --build

Then you can acess the fronend on http://localhost:3000 and backend on http://localhost:8000 API docs can be accessed on http://localhost:8000/docs.

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🧬 Future Scope

• 📱 Mobile app version
• 📌 Flashcard generator for spaced repetition
• 🧩 Integration with Google Drive or Notion
• 📤 Shareable mind maps & notes
• 📑 syllabus tracker

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📎 Resources / Credits

• Groq SDK
• mermaid.js
• Tailwind CSS
• React
• langchain
• langgraph

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🏁 Final Words

This was my first hackathon and had a lots of fun. Building Wizard AI was an amazing journey — from late-night coding to last-minute debugging.
I learned how to optimize AI response times with Groq, worked under pressure, and learned a lot about langchain and ai.
Shoutout to mentors and the hackathon team for the support! 🚀💙