README.md

metadata

title: Multilingual Summarizer
emoji: 🧠
colorFrom: green
colorTo: indigo
sdk: gradio
app_file: app.py
pinned: false
sdk_version: 5.30.0

📚 Multilingual Text & PDF Summarizer with GPT-3.5

This application allows users to upload a PDF file or paste a block of text, choose the language for output, and receive:

• 📄 A concise summary of the content
• 🏷️ An automatically generated title
• 🔑 A list of 5 relevant keywords

All powered by OpenAI's GPT-3.5 model.

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🧰 Features

✅ Input Options

• Upload PDF files (supports Unicode and multiple languages)
• Or paste your own text into a textbox

🌐 Multilingual Interface & Output

• Choose the interface language (UI labels adapt)
• Choose the summary output language (used for translation and output)

🔁 Auto-Translation

• If the text and output languages differ, the app will first translate, then summarize

✂️ Custom Output Length

• Define a character limit for the summary (e.g., 300 characters)

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📝 How to Use

1. Select your preferred interface language
2. Click Continue to open the summarization tools
3. Choose the summary language
4. Define a character limit
5. Paste your text or upload a PDF
6. Click Summarize to see the results

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⚠️ Troubleshooting

• PDF Error: If the file is a scanned image, it may not be extractable. Try using OCR first.
• Translation Note: Translations are AI-generated and may be approximate
• No Output: Make sure you've uploaded a valid file or entered text

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🔧 Powered By

• Gradio
• pdfplumber
• OpenAI GPT-3.5

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📄 License

MIT License

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✨ Created By

https://huggingface.co/Talip7