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omumba/agrosmart-malawi

Domaine:

agriculturenatural language processing

Type de record:

softwareproject
Créateur:
omu
Hôte:
# AgroSmart Malawi – Stage 2: SMS Advisory Bot Backend AI-powered crop advisory platform for Malawian farmers. Built with Python/Django + Africa's Talking SMS Gateway. --- ## 🗂 Project Structure ``` agrosmart/ ├── agrosmart/ # Django project config │ ├── settings.py # All configuration │ ├── urls.py # Root URL routing │ └── celery.py # Async task queue ├── sms_bot/ # Core SMS bot engine │ ├── parser.py # Intent detection + response engine │ ├── gateway.py # Africa's Talking integration │ ├── models.py # FarmerProfile, SMSSession, SMSLog │ ├── views.py # Webhook + admin API endpoints │ └── tests/ # Unit tests ├── crops/ # Knowledge base │ ├── models.py # Crop, Disease, AgronomyTip │ └── management/commands/seed_crops.py ├── weather/ # Weather advisory (Stage 4) ├── market/ # Market prices (Stage 4) ├── accounts/ # Auth ├── requirements.txt └── .env.example ``` --- ## 🚀 Quick Start ### 1. Clone and set up Python environment ```bash git clone github.com cd agrosmart-malawi python -m venv venv source venv/bin/activate # Linux/Mac venv\Scripts\activate # Windows pip install -r requirements.txt ``` ### 2. Configure environment ```bash cp .env.example .env # Edit .env with your database credentials and API keys ``` ### 3. Set up PostgreSQL database ```sql CREATE DATABASE agrosmart_db; CREATE USER agrosmart_user WITH PASSWORD 'securepassword'; GRANT ALL PRIVILEGES ON DATABASE agrosmart_db TO agrosmart_user; ``` ### 4. Run migrations ```bash python manage.py makemigrations python manage.py migrate ``` ### 5. Seed the crop knowledge base ```bash python manage.py seed_crops ``` Output: ``` Created crop: 🌽 Maize ✓ Created disease: Maize Streak Virus ✓ Created disease: Northern Leaf Blight ✓ Created disease: Fall Armyworm Created crop: 🍅 Tomato ✓ Created disease …