So i have this code:

Currently its a manual input of each number. Is there a way to make him just stream random numbers through radnint for example ?

Any advice would be appreciated

import gradio as gr

import numpy as np

from keras.models import load_model

model = load_model(‘model.h5’)

def transformer(Hydrogen,Oxigen,Nitrogen,Methane,CO,CO2,Ethylene,Ethane,Acethylene,DBDS,Power_factor,Interfacial_V,Dielectric_rigidity,Water_content,Life_expectation):

data = np.array([[Hydrogen,Oxigen,Nitrogen,Methane,CO,CO2,Ethylene,Ethane,Acethylene,DBDS,Power_factor,Interfacial_V,Dielectric_rigidity,Water_content,Life_expectation]])

prediction = model.predict(data)

x = int(prediction[0])

if x >= 56:

transformer_index = f’Transformer index is 1 with a health index percentage of {x}’

elif 29<=x<=55:

transformer_index = f’Transformer index is 2 with a health index percentage of {x}’

elif 17<=x<=28:

transformer_index = f’Transformer index is 3 with a health index percentage of {x}’

elif 6<=x<=16:

transformer_index = f’Transformer index is 4 with a health index percentage of {x}’

elif x<=5:

transformer_index = f’Transformer index is 5 with a health index percentage of {x}’

```
return transformer_index
```

app = gr.Interface(fn=transformer, inputs=[“number”,“number”,“number”,“number”,“number”,“number”,“number”,“number”,“number”,“number”,“number”,“number”,“number”,“number”,“number”], outputs = gr.Textbox(),title=‘Transformer Health Index Predictor’,description=“Transformer Health Prediction Model”)

app.launch()