import gradio as gr
from transformers import pipeline

generator = pipeline('text-generation', model='jslin09/bloom-560m-finetuned-fraud')

def generate(text):
    result = generator(text, max_length=30, num_return_sequences=1)
    return result[0]["generated_text"]

examples = [
    ["闕很大明知金融帳戶之存摺、提款卡及密碼係供自己使用之重要理財工具，"],
    ["森上梅前明知其無資力支付酒店消費，亦無付款意願，竟意圖為自己不法之所有，"]
]

demo = gr.Interface(
    fn=generate,
    inputs=gr.inputs.Textbox(lines=5, label="Input Text"),
    outputs=gr.outputs.Textbox(label="Generated Text"),
    examples=examples
)

demo.launch()