# Observe-SDK

An observability software development kit for multi-agent AI systems, extending OpenTelemetry's generative-AI semantic conventions and exporting to any OpenTelemetry-compatible backend.

Observe-SDK is an observability library for multi-agent AI applications, built as an extension of OpenTelemetry's semantic conventions for generative AI systems. It integrates with frameworks such as LangGraph and LlamaIndex, and lets exported span attributes be transformed through configurable rules.

It installs from PyPI or directly from its git repository, and because it exports through OpenTelemetry, it can send data to any OpenTelemetry-compatible backend; the project's own development setup uses an OpenTelemetry Collector, ClickHouse as the storage backend, and Grafana for visualization, all started locally with Docker Compose.

Website: https://github.com/agntcy/observe