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Add web UI for document summarization and translation
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webui2.py
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55
webui2.py
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import gradio as gr
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from summarizer import load_document, setup_summarization_chain
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from translator import setup_translator_chain
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def summarize(url):
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docs = load_document(url)
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llm_chain = setup_summarization_chain()
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result = llm_chain.run(docs)
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return [result, gr.Button("🇹🇷 Translate ", visible=True)]
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def translate(text):
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llm_chain = setup_translator_chain()
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result = llm_chain.run(text)
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return result
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with gr.Blocks() as demo:
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gr.Markdown(
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"""# Cobanov Web Summarizer
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Easily summarize any web page with a single click."""
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)
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with gr.Row():
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with gr.Column():
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url = gr.Text(label="URL", placeholder="Enter URL here")
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btn_generate = gr.Button("Generate")
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summary = gr.Markdown(label="Summary")
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btn_translate = gr.Button(visible=False)
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gr.Examples(
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[
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"https://cobanov.dev/haftalik-bulten/hafta-13",
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"https://bawolf.substack.com/p/embeddings-are-a-good-starting-point",
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],
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inputs=[url],
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)
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gr.Markdown(
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"""
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```
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Model: llama3-8b
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Author: Mert Cobanov
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Contact: mertcobanov@gmail.com
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Repo: github.com/mertcobanov/easy-web-summarizer
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```"""
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)
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btn_generate.click(summarize, inputs=[url], outputs=[summary, btn_translate])
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btn_translate.click(translate, inputs=[summary], outputs=[summary])
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demo.launch()
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