📱 WorqNow – WhatsApp AI Job Assistant (Public Demo)

A clean public demo of a WhatsApp-based AI Job Assistant built using FastAPI.
This demo showcases:

• WhatsApp webhook handling
• Intent recognition
• Job search example (mocked)
• CV builder example (mocked)
• Structured conversation flow
• Clean single-file architecture

⚠️ NOTE:
This is a safe demo version. The real production WorqNow bot contains:

• Real job APIs (Remotive / JSearch)
• MongoDB user storage
• PDF CV generator
• WhatsApp media uploads
• Daily alerts scheduler
• Advanced NLU + fuzzy matching
• Onboarding & subscription engine
• User preference tracking
• Business logic

Those features are intentionally removed from this public demo.

✨ Features (Demo Version)

• 🔗 WhatsApp Webhook Receiver
• 🧠 Simple Intent Detection
• 🔍 Mock Job Search Flow
• 📝 Mock CV Builder (Q&A Flow)
• 💬 Typing Indicator (simulated)
• 🗂 Clean Structure
• ⚡ FastAPI Backend
• 🛡 Safe and GitHub-friendly

🗂 Project Structure

worqnow-demo/
│
├── main.py               # Full demo logic (single file)
├── README.md             # Project documentation
├── .env.example          # Demo verify token
├── module/
|   └── university-advisor # Various university details for students that want to study more
|
├── sample_payloads/
│   ├── incoming_message.json
│   └── status_update.json
│
└── templates/
    └── cv_demo.html      # Minimal CV layout (demo)

🚀 Getting Started

1️⃣ Clone the Repository

git clone https://github.com/<your-username>/worqnow-demo
cd worqnow-demo

2️⃣ Install Dependencies

pip install fastapi uvicorn python-multipart

(No databases or external APIs needed for this demo.)

🔧 Environment Setup

Create your .env file:

cp .env.example .env

.env content:

VERIFY_TOKEN=DEMO_TOKEN

Used only for webhook verification.

▶️ Run the Server

uvicorn main:app --reload --port=8000

Visit:

http://localhost:8000/webhook?hub.verify_token=DEMO_TOKEN&hub.challenge=123

If everything works, you’ll see:

123

🧪 Testing Incoming Messages

Send this JSON using Postman/curl:

{
  "entry": [{
    "changes": [{
      "value": {
        "messages": [{
          "from": "234801000000",
          "text": { "body": "search frontend jobs" }
        }]
      }
    }]
  }]
}

Your terminal will print the simulated job results.

🎯 Supported Demo Commands

🧩 Additional Demo Files

templates/cv_demo.html

A minimal HTML CV layout (demo only).

sample_payloads/

Realistic WhatsApp payloads for learning how Webhooks work.

🏆 Purpose of This Demo

This repository is designed to:

• Demonstrate WhatsApp automation with FastAPI
• Serve as a safe open-source portfolio project
• Show my architecture skills
• Help others learn how WhatsApp Cloud API works

The real production WorqNow bot remains private.

📝 License

MIT License — free to use, modify, and learn from.