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Agent framework integrations hook into agent frameworks to automatically trace the full agent lifecycle: LLM calls, tool invocations, sub-agent handoffs, guardrails, and related steps. Use the table below to choose the right package extra, then open the integration guide for framework-specific setup. Constructor parameters (shared across all)
  • session_id — optional session identifier
  • user_id — optional user identifier
  • tags — optional list of string tags
  • metadata — optional dict of key-value pairs
All integrations automatically produce properly nested span hierarchies. You do not need to create traces or spans manually.

LangGraph

Callback handler for LangGraph graphs and ReAct agents

LangChain

Callback handler for create_agent and LCEL pipelines

DeepAgents

Callback handler for deep agents with sub-agent dispatch

Google ADK

Monkey-patch instrumentation for ADK runners and tools

Claude Agent SDK

Hooks and patches for Claude Agent SDK clients

CrewAI

Crew kickoff, agents, LLM, and tool spans

OpenAI Agents SDK

First-class TracingProcessor integration