22 أسطر
788 B
Markdown
22 أسطر
788 B
Markdown
# PDF Summarizer V1
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This project is a command-line tool to summarize PDF documents using a two-step process with AI models.
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## How it works
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1. **Extracts Text**: The tool first extracts the text content from the provided PDF file.
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2. **Initial Summary**: It then uses a generative AI model (e.g., `gemma-3-4b-it`) to create an initial summary of the text.
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3. **Refined Summary**: This initial summary is then passed to a second, potentially more advanced model (e.g., `QwQ-32B`), to refine and improve the summary.
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## How to use
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1. Install the required dependencies:
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```bash
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pip install -r requirements.txt
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```
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2. Place your PDF file in the `uploads` directory.
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3. Run the application from your terminal:
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```bash
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python app.py uploads/your_file.pdf
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```
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