LLMonitor: Elevate Your AI App’s Performance with Open Source Monitoring

Introduction

Welcome to the world of LLMonitor, your open-source monitoring and production toolkit designed specifically for AI applications. In this article, we will delve into the features and benefits of LLMonitor, exploring how it empowers AI developers to enhance their app’s observability, analytics, and testing capabilities.

Bring Your AI App to Production

Observability at Your Fingertips

LLMonitor is your key to bringing AI applications to production seamlessly. With its open-source observability and evaluation toolkit, you gain insights into critical components such as logs, metrics, traces, evaluations, and chat interactions. What’s more, LLMonitor offers free usage for up to 1,000 events per day, making it accessible for developers at all levels.

Logs, Metrics, Traces, Evaluations, and Chats

Log LLM Calls Instantly

Log all your prompts and results effortlessly with LLMonitor. Gain a real-time view of how your AI agents are performing in production. The Playground feature allows you to edit calls, search and filter instantly, live-tail logs, and label data for fine-tuning—all contributing to improved app quality.

Trusted by Leading Companies

LLMonitor is the trusted choice of over 550 AI developers at leading companies, including Alayna, Voiceflow, Welltory, Paragon One, SUPA, Vpon, Textyess, and the National University of Singapore. Its model-agnostic tracking ensures that it monitors the latest OpenAI models and emerging open-source models that are making waves in the benchmarks.

Model-Agnostic Tracking and Easy Integration

Monitor All Your LLMs

Whether you’re working with the latest OpenAI models or exploring emerging open-source models, LLMonitor provides model-agnostic tracking. Integration is a breeze, with libraries offering automatic instrumentation to get you set up within seconds.

Developer-Friendly Features

LLMonitor offers features that developers love, including Live Tail for real-time updates, Instant Search for lightning-fast data exploration, Label Data for easy filtering and fine-tuning, and Self-Host capabilities for maximum data security.

AI Evaluations and Quick Start

GPT-4 Powered Auto-Evaluations

Take advantage of GPT-4 to auto-evaluate and judge responses, enhancing the quality of your AI outputs. LLMonitor provides a quick start, allowing you to run it on your own servers or opt for the cloud-hosted version (free up to 1,000 events per day).

Behind LLMonitor: A Founder’s Perspective

From Internal Tool to Open Source

LLMonitor started as an internal tool at the founder’s previous startup. Recognizing the need for monitoring chats and LLM queries, the tool evolved into LLMonitor—an offering aimed at empowering developers building conversational apps powered by AI.

Share Your Feedback

The LLMonitor team values user feedback and is keen to hear your thoughts on how to make the tool even better. If you’re building a conversational app driven by AI, your input is invaluable to the continuous improvement of LLMonitor.

Get Started with LLMonitor

Self-Host or Cloud-Host—Your Choice

Whether you prefer self-hosting on your servers or opting for the cloud-hosted version, LLMonitor accommodates your preferences. The cloud-hosted version is free for up to 1,000 events per day, making it an attractive option for developers looking to explore its capabilities.

Main Features at a Glance

• Log full queries & errors
• Metrics into costs, tokens & latency
• Track users and their usage
• Record chat conversations & user feedback
• Prompt playground to iterate on prompts
• Traces to easily debug agents
• Evaluations of output quality

Conclusion

In conclusion, LLMonitor is your indispensable companion for optimizing the performance of AI applications. With its rich set of features, trusted by industry leaders, and commitment to open source, LLMonitor is poised to make a significant impact in the realm of AI development.

Explore LLMonitor further on Product Hunt, visit the official website, check out the GitHub repository, and watch the introductory video to witness the power of LLMonitor in action. Elevate your AI app development with LLMonitor today!