lllmops

To simplify and streamline LLM operations, empowering developers and organizations to harness the full potential of large language models with ease.

LLM application tracing based on OpenTelemetry

Pytest plugin that records, gates and tracks your LLM evals in the CI you already have.

Production-grade semantic caching for LLM applications using classifier-validated equivalence, cross-encoder verification and risk-aware cache policies.