app.py

import pickle
import gradio as gr

# Load the language detection model
with open('model.pkl', 'rb') as LrdetectFile:
    Lrdetect_Model = pickle.load(LrdetectFile)

# Define the predict function
def predict_language(input_text):
    return Lrdetect_Model.predict([input_text])[0]

# Create Gradio interface
input_textbox = gr.Textbox(label="Input Text")
output_text = gr.Textbox(label="Predicted Language")

# Create Gradio interface
gr.Interface(fn=predict_language, inputs=input_textbox, outputs=output_text, title="Language Detection Tool").launch()