create_agent()
, you get built-in observability through LangSmith - a powerful platform for tracing, debugging, evaluating, and monitoring your LLM applications.
Traces capture every step your agent takes, from the initial user input to the final response, including all tool calls, model interactions, and decision points. This enables you to debug your agents, evaluate performance, and monitor usage.
default
. To configure a custom project name, see Log to a project.
tracing_context
context manager:
Statically
LANGSMITH_PROJECT
environment variable:Dynamically