app.py

import gradio as gr
import openai
import os

# 환경 변수에서 OpenAI API 키를 불러옵니다.
openai.api_key = os.getenv("OPENAI_API_KEY")

def generate_keywords(scene_description):
    response = openai.Completion.create(
        model="text-davinci-003",  # 사용할 모델을 지정합니다.
        prompt=f"Generate a representative English keyword for the following scene description: {scene_description}",
        max_tokens=60,
        temperature=0.7
    )
    keyword = response.choices[0].text.strip()
    return keyword
    
# Gradio 앱 정의
def gradio_app():
    with gr.Blocks() as demo:
        with gr.Row():
            scene_description = gr.Textbox(label="Scene Description")
            keyword_output = gr.Textbox(label="Generated Keyword")
        gr.Button("Generate Keyword").click(
            generate_keywords, inputs=[scene_description], outputs=[keyword_output]
        )
    return demo

app = gradio_app()
app.launch()