from util import load_model from util import pipeline import gradio as gr cp_aug = 'minnehwg/finetune-newwiki-summarization-ver-augmented2' def get_model(cp): checkpoint = cp tokenizer, model = load_model(checkpoint) return tokenizer, model tokenizer, model = get_model(cp_aug) def generate_summary(url): results = pipeline(url, model, tokenizer) summary = "\n".join(results) return summary def generate_summary_and_video(url): summary = generate_summary(url) try: video_id = url.split("v=")[1].split("&")[0] iframe = f'' return f"{iframe}\n\n**Summary:**\n{summary}" except IndexError: return f"**Summary:**\n{summary}\n\nInvalid YouTube URL for video display." demo = gr.Interface( fn=generate_summary_and_video, inputs=gr.Textbox(lines=2, placeholder="Enter URL..."), outputs=gr.HTML(label="YouTube Video and Summary"), title="YouTube Video and Summary Display", description="Enter the URL '.'" ) demo.launch(share=True)