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| #python3 | |
| #build a text summarizer using hugging face and gradio | |
| #https://pypi.org/project/gradio/ | |
| #https://huggingface.co/transformers/ | |
| import gradio as gr | |
| import transformers | |
| from transformers import pipeline | |
| summarizer = pipeline("summarization") | |
| def summarize(text): | |
| return summarizer(text, max_length=200, min_length=30)[0]['summary_text'] | |
| gr.Interface(fn=summarize, inputs=gr.inputs.Textbox(lines=7, placeholder="Enter text here"), outputs="text").launch(inline = False) |