🚀 PrepAI

🧠 Your Personal AI Operating System for Interview Success

Resume → Memory → Planning → Practice → Interviews → Offer Letter

Why PrepAI? • Features • Choose Your Journey • Architecture • Installation • Roadmap

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🎯 Why PrepAI?

Most interview platforms stop at giving you questions.

PrepAI goes further.

It remembers your strengths, identifies your weaknesses, plans your preparation, generates verified interview questions, tracks progress, and adapts as you improve.

PrepAI doesn't just answer questions.

It remembers.

It plans.

It coaches.

It evolves with you.

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⚡ Features

🧠 Persistent Memory PrepAI continuously learns from: Resume uploads Practice sessions Weak areas Coding history Progress over time The more you use PrepAI, the smarter it becomes.	🤖 Autonomous Agent Set a goal such as: "Get me ready for a Google SWE interview in 14 days." PrepAI automatically: Plans Prioritizes Searches Recommends Tracks progress
📄 Resume Intelligence Upload your resume and PrepAI extracts: Skills Projects Experience Weaknesses Career focus	🧪 AI Question Judge Questions are not blindly accepted. Each question is: Generate ↓ Judge ↓ Validate ↓ Store Cross-model validation reduces hallucinations.
📅 Adaptive Preparation Timeline Generate personalized roadmaps based on: Interview date Role Current skill level Experience	🔍 AI Job Scanner Discover relevant opportunities using: Google Search Grounding Skill matching Resume-aware recommendations
💻 Coding Practice Assistant Integrated support for: LeetCode tracking Weak topic detection Daily coding queues	🔔 Smart Notifications Never miss: Daily preparation reminders Interview countdowns Job deadlines Coding sessions

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🎬 Demo

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🎯 Choose Your Journey

📄 I already have a Resume

Click to expand

Upload Resume
        ↓
Skill Extraction
        ↓
Weakness Detection
        ↓
Preparation Timeline
        ↓
Question Practice
        ↓
Interview Ready 🚀

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💼 I'm actively applying for jobs

Click to expand

Scan Jobs
      ↓
Match Skills
      ↓
Generate Projects
      ↓
Fill Skill Gaps
      ↓
Track Applications
      ↓
Land Interviews 🚀

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🎯 I have an interview soon

Click to expand

Set Interview Date
          ↓
Generate Timeline
          ↓
Practice Questions
          ↓
Mock Preparation
          ↓
Daily Focus
          ↓
Crack the Interview 🚀

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🤖 I want PrepAI to do everything

Click to expand

Set Goal
    ↓
Agent Plans
    ↓
Agent Executes
    ↓
Daily Coaching
    ↓
Progress Tracking
    ↓
Continuous Improvement 🚀

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🏗️ Architecture

                        ┌────────────────────┐
                        │       User         │
                        └─────────┬──────────┘
                                  │
                                  ▼
                   ┌─────────────────────────┐
                   │      PrepAI Desktop     │
                   │     (Tauri + HTML)      │
                   └─────────┬───────────────┘
                             │
                             ▼
                  ┌──────────────────────────┐
                  │      Flask Backend       │
                  └─────────┬────────────────┘
                            │
         ┌──────────────────┼──────────────────┐
         ▼                  ▼                  ▼

   Claude AI          Gemini AI          Groq AI

         └──────────────────┼──────────────────┘
                            ▼

                  ┌──────────────────────────┐
                  │   Persistent Memory DB   │
                  └──────────────────────────┘

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🛠️ Tech Stack

Layer	Technologies
Desktop	Tauri
Backend	Flask
Frontend	HTML, CSS, JavaScript
AI Models	Claude, Gemini, Groq
Database	SQLite
Notifications	OneSignal
Packaging	GitHub Actions + MSI

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🚀 Installation

Clone the repository

git clone https://github.com/yourusername/prepai.git
cd prepai

Create environment

python -m venv venv

Windows

venv\Scripts\activate

Linux / macOS

source venv/bin/activate

Install dependencies:

pip install -r requirements.txt

Install frontend dependencies:

npm install

Run:

python app.py

Desktop development:

npm run tauri dev

Build MSI:

npm run tauri build

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🧠 AI Engine Strategy

PrepAI intelligently routes requests across multiple providers.

Claude → Deep reasoning
Gemini → Search grounding
Groq → Ultra-fast inference

Auto Mode:

Claude
   ↓
Fallback to Gemini
   ↓
Fallback to Groq

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🗺️ Roadmap

• Resume Intelligence
• Persistent Memory
• AI Question Judge
• Adaptive Timelines
• Autonomous Agent
• Desktop Packaging
• Notification Engine
• Voice Mock Interviews
• Local LLM Support
• Multi-Agent Collaboration
• Browser Extension
• Interview Copilot Mode

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🤝 Contributing

Contributions are welcome.

Feel free to:

• Open issues
• Submit pull requests
• Suggest features
• Report bugs

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⭐ Support

If you find PrepAI useful, consider giving this repository a star.

It helps the project grow and motivates further development.

⭐ Star the repository if PrepAI helped you prepare better. ⭐

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Made with ❤️ for every candidate chasing their dream job.