Rhodrix7771

🎉 grain-vdb - Fast, Local Vector Search Made Easy

🚀 Getting Started

GrainVDB is a high-performance vector search engine written in native C++ and Metal. It is optimized for Apple Silicon Unified Memory and designed for local-first AI applications. With this software, you can run efficient searches on your local machine.

📥 Download GrainVDB

To get started, you need to visit the Releases page. From there, you can download the latest version of GrainVDB.

Visit the Releases Page

💻 System Requirements

• Operating System: macOS (Requires Apple Silicon)
• RAM: Minimum 8GB recommended for optimal performance
• Processor: Apple M1 or higher for best results
• Disk Space: At least 200MB free for installation

Ensure your computer meets these requirements to use GrainVDB smoothly.

📦 Installation Steps

1. Visit the Releases Page. Click on the link above to access the page.

2. Download the Latest Version. On the Releases page, look for the latest version. Click the download link that matches your operating system.

3. Locate the Downloaded File. Once the download finishes, find the file in your Downloads folder or the location you chose.

4. Install GrainVDB. Open the downloaded file and follow the on-screen instructions to complete the installation. The setup process is straightforward and should not take long.

5. Launch the Application. After installation, find GrainVDB in your Applications folder and double-click to open it.

🔍 Using GrainVDB

After launching the application, you can start using GrainVDB for your vector search tasks. Here’s how to perform a basic search:

1. Input Your Vector Data. You can either enter your data manually or upload a file containing the vectors you want to search.

2. Set Your Search Parameters. Choose the parameters for your search. This may include search type, distance metric, or other relevant settings.

3. Run the Search. Click the search button to initiate the search process. The results will display within moments.

4. View and Analyze Results. You can view the matched vectors, analyze their relevance, and possibly export the results for further studies or use.

📚 Features

• High Performance: Leverages the capabilities of Apple Silicon for speed.
• Local-first: Operates entirely on your local machine, keeping your data private.
• Flexible Search Options: Customize search parameters to meet your needs.
• User-Friendly Interface: Easy to navigate, even for non-technical users.

🔧 Troubleshooting

If you encounter issues, here are some common problems and solutions:

• Application Won’t Launch: Ensure your macOS is up-to-date and compatible with Apple Silicon.
• Slow Performance: Check system requirements. Closing other applications may help improve speed.

For additional help, consider reaching out to the community on the Issues page of this repository.

🌐 Community and Support

For questions or feedback, check the Issues tab on GitHub. If you want to join discussions or collaborate, look for community forums or groups that focus on vector search technology.

📖 Learn More About GrainVDB

For more in-depth information and features, refer to the project’s documentation linked on the main repository page.

🎉 Get Started Today

Ready to enhance your search capabilities? Download GrainVDB by visiting the Releases page:

Download GrainVDB

Thank you for choosing GrainVDB. Enjoy your vector search experience!