OpenAI Agents SDK

pip install langsight openai-agents

from langsight.sdk import LangSightClient
from langsight.integrations.openai_agents import LangSightOpenAIHooks

client = LangSightClient(url="http://localhost:8000")
hooks = LangSightOpenAIHooks(
    client=client,
    agent_name="my-agent",
    session_id="sess-001",       # optional: group calls into a session
    trace_id="trace-abc",        # optional: link across multi-agent tasks
)

from agents import Agent, Runner

agent = Agent(
    name="research-agent",
    instructions="You help with research.",
    tools=[search_tool, summarize_tool],
)

result = await Runner.run(agent, input="Find recent papers on MCP security", hooks=hooks)

hooks = LangSightOpenAIHooks(
    client=client,
    agent_name="orchestrator",
    trace_id="trace-abc",       # same trace_id across all agents
)

# The SDK automatically calls hooks.on_handoff() when agents hand off
triage_agent = Agent(name="triage", handoff_to=[research_agent, billing_agent])
result = await Runner.run(triage_agent, input="...", hooks=hooks)

from langsight.integrations.openai_agents import langsight_openai_tool

@langsight_openai_tool(client=client, server_name="my-tools")
async def search(query: str) -> str:
    """Search the knowledge base."""
    return await do_search(query)

langsight sessions --id sess-001