LangChain / LangGraph

pip install tracectrl
pip install ./sdk/tracectrl-instrumentation-langchain

import tracectrl
from tracectrl import tag_agent
from tracectrl.instrumentation.langchain import LangChainInstrumentor

tracectrl.configure(service_name="my-langchain-agent")
LangChainInstrumentor().instrument()

from langchain_openai import ChatOpenAI
from langchain.agents import create_openai_tools_agent, AgentExecutor

llm = ChatOpenAI(model="gpt-4o")
# ... define tools, prompt, agent
agent_executor = AgentExecutor(agent=agent, tools=tools)
tag_agent(agent_executor)

agent_executor.invoke({"input": "Summarize my latest emails"})

from langgraph.graph import StateGraph

graph = StateGraph(MyState)
graph.add_node("researcher", researcher_node)
graph.add_node("writer", writer_node)
compiled = graph.compile()
tag_agent(compiled)