README.md

metadata

title: Castor Price Forecast API
emoji: 📈
colorFrom: green
colorTo: blue
sdk: docker
pinned: false
app_port: 7860

Castor Price Forecasting API

This is a Flask-based API for forecasting Castor oilseed prices using ARIMA and LSTM models.

Features

• ARIMA Model: Statistical forecasting for stable trends.
• LSTM Model: Deep learning model for complex pattern recognition.
• API Key Authentication: Secure access via X-API-Key header.
• Interactive Documentation: Clear endpoints for forecasting and health checks.

Usage

Health Check

curl https://huggingface.co/spaces/YOUR_USERNAME/SPACE_NAME/api/health

Get Forecast

curl -X POST https://huggingface.co/spaces/YOUR_USERNAME/SPACE_NAME/api/forecast \
  -H "X-API-Key: YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "product": "Castor",
    "start_date": "2025-12-01",
    "end_date": "2026-01-31"
  }'

Local Development

1. Install dependencies:

   pip install -r requirements.txt
   

2. Run the app:

   python app.py