Traccia Python SDK
What it is
Traccia is a Python SDK for AI agent observability that uses OpenTelemetry standards to provide automatic instrumentation, tracing, and evaluation for LLM applications. It supports frameworks like LangChain and CrewAI, allowing developers to track tokens, costs, and guardrails while exporting data to standard backends like Grafana or Jaeger.
The problem it solves
Lack of standardized, framework-agnostic observability and governance tools for complex AI agent and LLM workflows.
What you could use it for
- Monitoring token usage and costs in production LLM applications
- Debugging multi-agent workflows with distributed tracing
- Running offline evaluations of prompt performance against datasets
- Generating compliance evidence for AI governance frameworks like EU AI Act
Read the source ↗Back to the library →
Summary written by an AI model from the source; check the source before you rely on it.