Key Features

What you can do

Feedback Functions

Provides built-in and extensible programmatic evaluation of quality metrics such as groundedness, answer relevance, and context relevance.

OpenTelemetry Compatibility

Emits and evaluates traces for integration with observability tools, tracking inputs, outputs, internal operations, and performance.

App Instrumentation

Enables tracing of LLM applications using decorators like @instrument() and TruApp wrappers without requiring code changes.

Dashboard

Runs a dashboard to visualize experiments, compare app versions, and view metrics leaderboards.

Provider Support

Integrates with LLM providers such as OpenAI and Google Gemini via additional provider packages.