OpenAI Agents SDK

npx skills add AgnostAI/skills --skill agnost-ai

Use the agnost-ai skill to add Agnost AI analytics to this OpenAI Agents application.
Org ID: your-org-id
Instrument the real Runner call and verify one fresh interaction.

pip install agnost

import agnost
from agents import Runner

agnost.init("your-org-id")
interaction = agnost.begin(user_id="u-42", agent_name="openai-agent", input=prompt)
if interaction is None:
    raise RuntimeError("Agnost is not initialized. Call agnost.init() first.")
try:
    result = Runner.run_sync(agent, prompt)
    interaction.end(output=str(result.final_output))
except Exception as exc:
    interaction.end(output=str(exc), success=False)
    raise

pip install openai-agents openinference-instrumentation-openai-agents \
            opentelemetry-sdk opentelemetry-exporter-otlp-proto-http

import os
from agents import set_trace_processors
from openinference.instrumentation.openai_agents import OpenAIAgentsInstrumentor
from openinference.instrumentation import using_attributes
from opentelemetry import trace
from opentelemetry.sdk.trace import TracerProvider
from opentelemetry.sdk.trace.export import BatchSpanProcessor
from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter

os.environ["OTEL_EXPORTER_OTLP_ENDPOINT"] = "https://otel.agnost.ai"
os.environ["OTEL_EXPORTER_OTLP_HEADERS"] = "X-Agnost-Org-ID=<your-org-id>"

# Keep SDK tracing enabled so OpenInference can observe it. Replacing the
# default processor prevents a second copy from going to OpenAI's backend.
set_trace_processors([])

provider = TracerProvider()
provider.add_span_processor(BatchSpanProcessor(OTLPSpanExporter()))
trace.set_tracer_provider(provider)
OpenAIAgentsInstrumentor().instrument(tracer_provider=provider)

with using_attributes(session_id="sess-123", user_id="u-42"):
    await Runner.run(agent, "Hello")