LLMonitor

llmonitor is a powerful tool designed to make managing your AI agents and chatbots built on the LLM framework easier and more efficient. It provides a comprehensive suite of observability and logging features to help you gain deep insights into your agents' behavior, performance, and user interactions, allowing you to optimize your applications and improve user experience.

Highlights

• Gain valuable insights: Understand your agents' behavior, performance, and user interactions in detail.
• Optimize costs: Monitor requests, analyze costs associated with different users and models, and optimize your application prompts for efficiency.
• Debug effectively: Replay and debug agent executions to identify and resolve issues during user interactions.
• Track user activity and costs: Gain visibility into power users and understand user behavior patterns to inform your strategies.
• Improve model performance: Create training datasets by labeling outputs based on user feedback and tags, enhancing the quality of your AI models.

Key Features

• Analytics and Tracing: Gain a comprehensive understanding of agent interactions and associated costs.
• Replay and Debugging: Replay agent executions to analyze and troubleshoot issues.
• User Activity Tracking: Monitor user behavior and identify power users for targeted strategies.
• Training Dataset Creation: Improve model performance by creating training datasets through user feedback and tagging.
• Easy Integration: Integrate llmonitor seamlessly into your applications using its SDK.
• Self-Hosted or Hosted Options: Choose the deployment method that best suits your needs.