Llmonitor
Llmonitor enables evaluation and optimization of AI agents and chatbots through observability and analytics, aiding in cost control, debugging, and user feedback collection for enhancing application quality.
Description for Llmonitor
Llmonitor is an AI utility designed for evaluating AI agents and chatbots through observability and analytics. It allows monitoring of requests to LLMs, tracking user activity, and optimizing prompts to control costs effectively. Additionally, it aids in debugging complex agents by tracing user conversations and replaying agent executions to identify knowledge gaps. Llmonitor facilitates the collection of user feedback and the generation of annotated training datasets for refining models and enhancing application quality.
Features of Llmonitor:
- Cost Control: Monitor requests and track user activity to optimize prompts and control costs.
- Debugging: Trace user conversations and replay agent executions to debug complex agents effectively.
- User Feedback: Collect user feedback to improve AI agent performance and training datasets.
- Annotated Training Datasets: Generate annotated training datasets for refining models and enhancing application quality.
- Pre-Integrated Channels: Features pre-integrated channels for Python and JavaScript development.
- Hosted and Self-Hosting Options: Provides both hosted and open-source self-hosting alternatives.
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