---
title: FFCL Consumable Prediction API
emoji: 🚀
colorFrom: blue
colorTo: green
sdk: docker
app_port: 7860
pinned: false
---

# FFCL Consumable Prediction API

This API predicts the required quantity of turnaround consumables using an XGBoost Regression model.

## Input Example

```json
{
  "unit_price": 209.71,
  "y2017": 160,
  "y2019": 0,
  "y2021": 260,
  "area": "FM-S",
  "dept": "FM-CAN",
  "category": "WELDING PRODUCTS"
}
```

## Output

```json
{
  "Predicted Qty": 27.77
}
```