Hassan Amir

# 🔍🤖 quickrag - Fast and Flexible Document Querying Tool

## 📥 Download the Latest Version
[![Download quickrag](https://img.shields.io/badge/Download%20quickrag-v1.0.0-brightgreen.svg)](https://github.com/hassanamir24/quickrag/releases)

## 🚀 Getting Started
Welcome to quickrag! This tool helps you index and search through documents quickly. You can use it to find information in markdown, plaintext, and other formats. This guide will help you download and run quickrag easily.

## 🖥️ System Requirements
Before downloading quickrag, ensure your computer meets the following requirements:
- **Operating System:** Windows 10 or later, macOS 10.14 or later, or a Linux distribution.
- **Processor:** Minimum of 2 GHz dual-core processor.
- **Memory:** At least 4 GB of RAM.
- **Storage:** 100 MB of free disk space.
- **Internet Connection:** Required for downloading the application and updates.

## 📥 Download & Install
To download quickrag, follow these steps:

1. **Visit the Releases Page:** Click the link below to go to the releases page:
   [Download quickrag](https://github.com/hassanamir24/quickrag/releases)
   
2. **Select the Latest Release:** On the releases page, find the latest version of quickrag. It should be labeled with the highest version number.

3. **Download the Application:** Click on the appropriate file for your system:
   - Windows users should download the `.exe` file.
   - macOS users should download the `.dmg` file.
   - Linux users should download the appropriate package (.deb or .tar.gz).

4. **Install quickrag:**
   - **Windows:** Double-click the downloaded `.exe` file and follow the installation prompts.
   - **macOS:** Open the downloaded `.dmg` file and drag the quickrag icon into your Applications folder.
   - **Linux:** Use the package manager to install the `.deb` file or extract and run the `.tar.gz` file.

5. **Run quickrag:** After installation, locate quickrag in your applications and double-click to open.

## 📚 Features
quickrag offers the following features to enhance your document querying experience:
- **Fast Indexing:** Quickly creates an index of your documents for faster searching.
- **Flexible Querying:** Search for specific terms or phrases with ease.
- **Document Support:** Supports various formats, including markdown, plaintext, and more.
- **User-Friendly Interface:** Designed for ease of use, allowing anyone to navigate easily.
- **AI-Powered Search:** Leverage AI to improve search relevance and accuracy.
- **Multi-Document Management:** Handle multiple documents at once for efficient querying.

## 🔧 Troubleshooting
If you run into problems while installing or using quickrag, here are some tips:

- **Installation Issues:** Ensure you have enough disk space and your system meets the requirements listed above.
- **Startup Problems:** If quickrag does not start, try restarting your computer and relaunching the application.
- **Search Not Working:** Make sure your documents are properly indexed. Re-index if necessary.

## 🔄 Update quickrag
To keep quickrag running smoothly, check for updates regularly:
1. Visit the releases page: [Download quickrag](https://github.com/hassanamir24/quickrag/releases).
2. Download the latest version and follow the installation steps again, replacing the old version.

## 💬 Community and Support
If you need help or have questions regarding quickrag, consider joining the user community. You can ask questions and share your experiences with other users. Connect with us via the GitHub Issues page.

## 🌟 Contributing
We welcome contributions to quickrag! If you have ideas for new features or find bugs, please let us know. You can create issues on the GitHub repository to report bugs or suggest improvements.

## 📜 License
quickrag is open-source and available under the MIT License. You can view the license details in the repository.

## 📞 Contact
For further inquiries, please reach out through the GitHub repository's contact options.

Enjoy using quickrag for all your document indexing and querying needs!