Openlit
What it does
OpenLIT is an open-source GenAI and LLM observability platform native to OpenTelemetry. It provides Application Performance Monitoring (APM) & Observability for GenAI and LLM applications, unifying traces and metrics in a single interface. OpenLIT simplifies AI development workflows, especially for Generative AI and LLMs, by streamlining tasks like experimenting with LLMs, organizing prompts, and securely handling API keys.
How to use: Integrate OpenLIT into your LLM application by adding `openlit.init()` to start collecting data. You can also run `docker-compose up -d` to quickly start using the open-source tool.
Core features
- ✦Application and Request Tracing
- ✦Detailed Span Tracking
- ✦Cost Tracking
- ✦Exceptions Monitoring
- ✦Centralized Prompt Repository
- ✦Secure Secrets Management (Vault Hub)
- ✦OpenTelemetry Native Integration
- ✦Granular Usage Insights
- ✦Real-Time Data Streaming
- ✦Low Latency
Use cases
- →Visualize traces for application and request tracing to improve performance visibility.
- →Monitor exceptions and troubleshoot issues with detailed stacktraces.
- →Test and compare different LLMs side-by-side based on performance and cost.
- →Manage prompts with versioning and variable substitution.
- →Securely store and manage sensitive application secrets.