quantum-ai-v2/docs/development/setup-guide.md

🛠️ Local Development Setup Guide

Complete guide for setting up Quantum Tasks AI for local development.

📋 Prerequisites

System Requirements

• Python 3.8+ (recommended: Python 3.10+)
• Git for version control
• Code Editor (VS Code, PyCharm, etc.)

Optional but Recommended

• PostgreSQL for database parity with production
• Redis for caching (falls back to memory cache if unavailable)
• N8N for testing webhook agents locally

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🚀 Quick Setup

1. Clone Repository

git clone https://github.com/your-username/quantum_ai.git
cd quantum_ai

2. Create Virtual Environment

# Create virtual environment
python -m venv venv

# Activate virtual environment
# Linux/Mac:
source venv/bin/activate

# Windows:
venv\Scripts\activate

3. Install Dependencies

# Install Python packages
pip install -r requirements.txt

# Verify installation
python --version
pip list | grep Django

4. Configure Environment

# Copy environment template
cp .env.example .env

# Edit .env file with your settings
# Minimum required for local development:
SECRET_KEY=your-50-character-secret-key-for-development
DEBUG=True
ALLOWED_HOSTS=localhost,127.0.0.1,testserver

5. Setup Database

# Check database configuration
python manage.py check_db

# Create and apply migrations
python manage.py makemigrations
python manage.py migrate

# Populate agent catalog
python manage.py populate_agents

6. Create Admin User

# Create superuser
python manage.py check_admin

# Or create manually
python manage.py createsuperuser

7. Start Development Server

# Quick start (recommended)
./run_dev.sh

# Or manual start
python manage.py runserver

8. Verify Installation

Open browser and visit:

• Application: http://localhost:8000
• Admin Panel: http://localhost:8000/admin/
• Health Check: http://localhost:8000/health/

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⚙️ Detailed Configuration

Environment Variables

Create .env file in project root:

# Core Django Settings
SECRET_KEY=your-development-secret-key-50-characters-minimum
DEBUG=True
ALLOWED_HOSTS=localhost,127.0.0.1,testserver
CSRF_TRUSTED_ORIGINS=http://localhost:8000,http://127.0.0.1:8000

# Database (SQLite by default, PostgreSQL optional)
# Uncomment for PostgreSQL:
# DATABASE_URL=postgresql://user:password@localhost:5432/quantum_ai
# USE_POSTGRESQL=True

# Email (console backend for development)
EMAIL_BACKEND=django.core.mail.backends.console.EmailBackend

# Stripe (use test keys)
STRIPE_SECRET_KEY=sk_test_your_stripe_test_key
STRIPE_WEBHOOK_SECRET=whsec_your_test_webhook_secret

# External APIs
OPENWEATHER_API_KEY=your_openweather_api_key

# N8N Webhooks (local N8N instance)
N8N_WEBHOOK_DATA_ANALYZER=http://localhost:5678/webhook/data-analyzer
N8N_WEBHOOK_FIVE_WHYS=http://localhost:5678/webhook/five-whys
N8N_WEBHOOK_JOB_POSTING=http://localhost:5678/webhook/job-posting
N8N_WEBHOOK_SOCIAL_ADS=http://localhost:5678/webhook/social-ads
N8N_WEBHOOK_FAQ_GENERATOR=http://localhost:5678/webhook/faq-generator

# Cache (optional)
# REDIS_URL=redis://127.0.0.1:6379/1

Database Options

Option 1: SQLite (Default)

• No additional setup required
• Database file: db.sqlite3
• Perfect for development

Option 2: PostgreSQL (Production Parity)

# Install PostgreSQL
# Ubuntu/Debian:
sudo apt-get install postgresql postgresql-contrib

# macOS:
brew install postgresql
brew services start postgresql

# Create database
createdb quantum_ai

# Update .env
DATABASE_URL=postgresql://user:password@localhost:5432/quantum_ai

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🧪 Testing Setup

Run Tests

# Test specific agent
python tests/test_weather_agent.py

# Test homepage
python tests/test_homepage.py

# Test webhook functionality
python tests/test_five_whys_webhook.py

Manual Testing

# Test health endpoint
curl http://localhost:8000/health/

# Test admin access
# Visit: http://localhost:8000/admin/
# Login with created superuser credentials

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🔧 Development Tools

Management Commands

# Create new agent (interactive)
python manage.py create_agent

# Create test user
python manage.py create_user

# Reset database (development only)
python manage.py reset_database

# Test webhook functionality
python manage.py test_webhook

# Cleanup uploaded files
python manage.py cleanup_uploads

# Backup user data
python manage.py backup_users --action info

N8N Workflow Management

# List all workflows
python manage_n8n_workflows.py list

# Import workflow to local N8N
python manage_n8n_workflows.py import data_analyzer

# Sync workflows
python manage_n8n_workflows.py sync

Debug Tools

# Django shell
python manage.py shell

# Database shell
python manage.py dbshell

# Check deployment readiness
python manage.py check --deploy

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🔌 Optional Services

Redis Cache Setup

# Install Redis
# Ubuntu/Debian:
sudo apt-get install redis-server

# macOS:
brew install redis
brew services start redis

# Test Redis connection
redis-cli ping
# Should return: PONG

# Update .env
REDIS_URL=redis://127.0.0.1:6379/1

N8N Local Setup

# Install N8N globally
npm install n8n -g

# Start N8N
n8n start

# Access N8N UI
# Visit: http://localhost:5678

# Import workflows
python manage_n8n_workflows.py import data_analyzer

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🐛 Troubleshooting

Common Issues

❌ Module Not Found Error:

# Solution: Ensure virtual environment is activated
source venv/bin/activate  # Linux/Mac
venv\Scripts\activate     # Windows

# Reinstall dependencies
pip install -r requirements.txt

❌ Database Migration Error:

# Solution: Reset migrations (development only)
python manage.py reset_database

# Or fix specific migration
python manage.py migrate --fake-initial

❌ Port Already in Use:

# Solution: Use different port
python manage.py runserver 8001

# Or kill process using port 8000
sudo lsof -t -i tcp:8000 | xargs kill -9

❌ Secret Key Error:

# Solution: Generate new secret key
python -c "from django.core.management.utils import get_random_secret_key; print(get_random_secret_key())"

# Add to .env file
SECRET_KEY=generated-secret-key

Development Tips

Performance:

• Use SQLite for development (faster)
• Enable Django Debug Toolbar (if installed)
• Use --verbosity 2 for detailed command output

Database:

• Reset database frequently during development
• Use fixtures for test data
• Backup important data before major changes

Static Files:

• No need to collect static files in development
• Django serves static files automatically with DEBUG=True

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📚 Next Steps

After successful setup:

1. Explore the codebase: Read docs/README.md for architecture overview
2. Create an agent: Follow Agent Creation Guide
3. Test functionality: Run test suite and manual testing
4. Deploy to staging: Follow Railway Deployment Guide

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🔗 Related Documentation

• Agent Creation Guide - Build new AI agents
• Testing Guide - Testing procedures
• Environment Variables - Complete environment reference
• Railway Deployment - Production deployment

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🎉 You're ready to develop! Visit http://localhost:8000 to see your local Quantum Tasks AI instance.