| import gradio as gr | |
| import pickle | |
| model = pickle.load(open("model.pkl", "rb")) | |
| vectorizer = pickle.load(open("vectorizer.pkl", "rb")) | |
| def greet(description): | |
| new_query = description | |
| new_issue_vector = vectorizer.transform([new_query]) | |
| prediction = model.predict(new_issue_vector) | |
| return prediction | |
| iface = gr.Interface(fn=greet, inputs="text", outputs="label",title="Farming Tracker") | |
| iface.launch() | |