app.py

import gradio as gr
import requests

def send_to_fastapi(image, question):
    url = 'http://127.0.0.1:8000/analyze-image/'
    files = {'file': ('image.png', image, 'image/png')}
    data = {'question': question}
    response = requests.post(url, files=files, data=data)
    return response.json()['answer']

iface = gr.Interface(fn=send_to_fastapi,
                     inputs=[gr.Image(type='file'), gr.Textbox(lines=2, placeholder="Enter your question here...")],
                     outputs='text',
                     title="Image Question Answering",
                     description="Upload an image and ask a question about it.")

iface.launch()