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📄 Rag_document_project - Summarize Documents Easily

📦 Overview

Welcome to the Rag_document_project! This is a simple tool designed to help users summarize and ask questions about documents. You can upload various file types and create a single knowledge base that allows for easy interaction.

Key Features

• Upload documents like PDF, DOCX, PPTX, TXT, HTML, CSV, XLSX, and JSON.
• Generate a combined summary of your documents in just a few clicks.
• Ask questions, and receive answers based solely on your uploaded files.

🚀 Getting Started

To get started with the Rag_document_project, follow these steps:

1. System Requirements

Ensure your computer meets the following requirements before installation:

• Operating System: Windows 10 or higher, MacOS 10.13 (High Sierra) or higher, or a modern Linux distribution.
• Python: Version 3.7 or higher.
• Memory: At least 4 GB of RAM for optimal performance.
• Storage: Minimum of 100 MB free disk space.

2. Download the Application

Visit the Releases Page to download the latest version of the application.

Once on the page, look for the latest release and select the correct file for your system.

3. Install the Application

1. Locate the downloaded file on your computer.
2. Double-click the file to start the installation process.
3. Follow the on-screen instructions to complete the installation.

4. Launch the Application

After installation:

• Find the application in your applications folder or on your desktop.
• Double-click the icon to open the app.

📤 How to Use the Application

Once you have launched the application, you can easily upload your documents and start summarizing.

1. Upload Documents

• Click on the “Upload” button.
• Select the files you wish to upload from your computer.
• You can upload multiple files at once.

2. Generate Summary

• Once your documents are uploaded, the application will extract text from them.
• It will chunk the content and build a single summary that includes 5 to 8 bullet points.
• This process usually takes only a few moments.

3. Ask Questions

• After reviewing the summary, you can ask the application specific questions.
• It will respond based strictly on the content of the uploaded documents.

🔄 Features Walkthrough

Document Upload

• The app supports a variety of file formats, making it flexible for different types of documents.
• Ensure you check the document content for any errors during the upload process.

Text Extraction & Chunking

• The application smartly extracts relevant text and organizes it for better processing.
• It breaks down large documents for easy synthesis and summarization.

FAISS Vector Store

• The app uses a feature called FAISS to improve the way it stores and retrieves document information.
• This means faster response times when you ask questions.

Short Summary Generation

• The summary feature highlights the key points from your documents, so you don’t have to skim through all the content.

Question & Answer Functionality

• The question feature lets you engage with your documents in a more interactive way.
• Simply type your question, and the application provides an answer from the material you’ve uploaded.

❓ Troubleshooting

If you encounter any issues while using the Rag_document_project, consider the following solutions:

• Issue: Application won’t start.
  • Ensure you have followed the installation steps correctly.
  • Check if your operating system meets the requirements.
• Issue: Can’t upload a file.
  • Make sure the file is in a supported format (PDF, DOCX, etc.).
  • Check the file size. Very large files might take longer to process or may not upload.

🤝 Community Support

If you need help, feel free to reach out. You can ask questions on the Github Issues page or check for user guides. Our community is here to assist.

📞 Contact Information

For further inquiries or suggestions, you can contact the project maintainer via their GitHub profile or email.

Download the latest version here!