Openlit

Open-source platform for monitoring and managing Generative AI and Large Language Model applications, built with native OpenTelemetry support.

Visit Site

Large Language Models (LLMs)AI Developer Tools AI Monitor Open Source AI Models

About Openlit

OpenLIT is a pioneering open-source observability platform designed specifically for Generative AI and Large Language Model applications, with full support for OpenTelemetry. It consolidates tracing and metrics into a unified dashboard, enabling developers and engineers to monitor performance, manage prompts, and secure API keys effortlessly. OpenLIT streamlines AI development workflows by providing comprehensive insights into model performance and operational costs.

How to Use

Integrate OpenLIT into your LLM workflows by calling `openlit.init()` within your application to enable data collection. For quick deployment, run `docker-compose up -d` to set up the platform instantly.

Features

End-to-end application and request tracing

Centralized prompt management with version control

Detailed performance and usage analytics

Exception and error monitoring

Low-latency data processing

Secure management of API secrets via Vault Hub

Cost tracking and optimization

In-depth span and trace visualization

Native support for OpenTelemetry

Real-time data streaming for instant insights

Use Cases

Organize prompts with version control and dynamic variables

Compare LLMs based on performance metrics and costs

Securely store and manage sensitive API keys and secrets

Monitor application exceptions and debug issues efficiently

Visualize request traces to optimize application performance

Best For

AI DevelopersData ScientistsDevOps TeamsSoftware EngineersMLOps Practitioners

Pros

Provides comprehensive observability for AI and LLM applications

Built-in support for OpenTelemetry ensures seamless integration

Includes cost monitoring and performance analytics

Enables secure management of secrets and API keys

Supports real-time data streaming for immediate insights

Open-source and freely accessible

Enhances AI development efficiency and troubleshooting

Cons

Initial setup and configuration required

Documentation could be expanded for easier onboarding

May require familiarity with OpenTelemetry concepts

Frequently Asked Questions

Find answers to common questions about Openlit

What is OpenLIT?

OpenLIT is an open-source observability platform tailored for Generative AI and LLM applications, with native OpenTelemetry support for comprehensive monitoring.

How can I integrate OpenLIT into my AI project?

Add `openlit.init()` within your application code to enable monitoring, or deploy quickly using `docker-compose up -d`.

What core features does OpenLIT offer?

OpenLIT provides application tracing, prompt management, cost tracking, exception monitoring, and secure secrets handling.

Is OpenLIT suitable for small teams and startups?

Yes, as an open-source platform, it offers scalable monitoring solutions suitable for teams of all sizes seeking cost-effective AI observability.

What are the benefits of using OpenLIT?

It simplifies AI application monitoring, improves performance insights, enhances security, and reduces operational overhead through centralized observability.