Agent Observability Python Framework Module: OpenAI Agents
agento11y-openai-agents provides callback handlers that map OpenAI Agents lifecycle events into agento11y generation recorder lifecycles.
Installation
pip install agento11y agento11y-openai-agents
pip install openai-agents
Quickstart
from agento11y import Client
from agento11y_openai_agents import with_agento11y_openai_agents_hooks
client = Client()
run_options = with_agento11y_openai_agents_hooks(None, client=client, provider_resolver="auto")
# Runner.run(agent, input="...", hooks=run_options["hooks"])
Native hooks wiring
from agento11y import Client
from agento11y_openai_agents import with_agento11y_openai_agents_hooks
client = Client()
run_options = with_agento11y_openai_agents_hooks(None, client=client, provider_resolver="auto")
# Runner.run(agent, input="...", hooks=run_options["hooks"])
Conversation mapping
Conversation ID precedence:
conversation_id/session_id/group_idthread_id- deterministic fallback
agento11y:framework:openai-agents:<run_id>
Metadata and lineage
Required framework tags:
agento11y.framework.name=openai-agentsagento11y.framework.source=handleragento11y.framework.language=python
Metadata includes:
- required:
agento11y.framework.run_type - optional:
agento11y.framework.run_id,agento11y.framework.thread_id,agento11y.framework.parent_run_id,agento11y.framework.component_name,agento11y.framework.retry_attempt,agento11y.framework.event_id
Provider resolver
Resolver order: explicit provider option -> framework metadata -> model prefix inference -> custom.
Troubleshooting
- If conversations are fragmented, pass stable
session_idorconversation_idin callback metadata. - If provider is inferred as
custom, setprovider="openai"(or another provider) on handler init. - Always call
client.shutdown()during teardown.
1 maintainer
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