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import gradio as gr | |
from transformers import pipeline | |
# Load the weather question answering model from Hugging Face | |
model = pipeline("question-answering", model="mrm8488/t5-base-finetuned-weather-questions") | |
def get_weather(question): | |
# Use the weather question answering model to get the answer | |
answer = model({ | |
"question": question, | |
"context": "The weather today is sunny with a temperature of 25 degrees Celsius." | |
}) | |
return answer["answer"] | |
# Create a Gradio interface for the weather app | |
def app(): | |
weather_question = gr.inputs.Textbox(lines=2, label="Ask a weather-related question") | |
result = gr.outputs.Textbox(label="Answer") | |
gr.Interface(fn=get_weather, inputs=weather_question, outputs=result).launch() | |
# Run the weather app | |
app() | |