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Prerequisites

This document assumes you have already:

• initialized the Gentrace SDK
• setup your first interaction

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Automatic instrumentations

Gentrace automatically collects spans from compliant automatic instrumentations, for example from the AI SDK or Pydantic AI SDK, with minimal global configuration. Here are guides for automatic instrumentations:

• AI SDK
• Pydantic AI SDK
• OpenAI
• OpenAI Agents
• LangChain
• LangGraph
• Mastra

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Manual instrumentation

Where automatic instrumentations are not available, you can manually construct spans in compliance with the OpenTelemetry specification. Learn more about manual instrumentation.