ory-openai-agents
Ory Agent Security for the OpenAI Agents SDK.
Authorizes every tool call against Ory Permissions via a tool-input guardrail, records
invocations, and propagates user → agent identity — built on
ory-argus.
pip install ory-openai-agents
from uuid import uuid4
from agents import Agent, Runner, function_tool
from ory_argus import OryAgentClient, with_hook_context
from ory_openai_agents import ory_tool_input_guardrail, ory_run_hooks
ory = OryAgentClient.from_env("openai-agents")
ory_guardrail = ory_tool_input_guardrail(client=ory)
@function_tool(tool_input_guardrails=[ory_guardrail])
def search(query: str) -> str:
"""Search the application's approved data source."""
return search_backend(query)
agent = Agent(
name="assistant",
tools=[search],
)
with with_hook_context(ory, session_id=uuid4().hex):
status = "error"
try:
result = Runner.run_sync(agent, "…", hooks=ory_run_hooks(client=ory))
status = "ok"
finally:
ory.logger.activity(
"session.end",
status,
attributes={"harness": "openai-agents"},
)
ory.flush_events(timeout=3)
Attach the guardrail to every side-effecting FunctionTool; installing the package alone
does not gate tools. Hosted and built-in tools do not pass through this function-tool
guardrail. Reuse one OryAgentClient for guardrails and run hooks.
Scope each Runner invocation with with_hook_context so session, tool, and completion events
share one Agent Security session ID. Prefer a stable job or conversation ID supplied by the
deployment controller; generate a new opaque ID when each invocation is a distinct session.
- observe (default): denied tools still run; a
permission.observe_denyactivity event is recorded. - enforce: denied tools are rejected — the model receives the denial and the tool never executes.
Credentials are read from the shared ~/.config/ory-agent-plugins/config.json, so a login
from any Ory harness or ory-argus login is reused automatically.
For a headless Agent Security deployment, inject ORY_PROJECT_URL,
ORY_AGENT_SECURITY_URL, and ORY_AGENT_API_KEY into the Agent process. Startup resolves
the administrator-provisioned subject and opaque root from Agent Security, skips browser
login, and keeps that context only in memory. ORY_AGENT_SUBJECT_ID and
ORY_AGENT_ROOT_DELEGATION are compatibility overrides for older packages. The
application still supplies the OpenAI Agents type; do not inject ORY_USER_OAUTH2_TOKEN.
1 maintainer
Metadata
1 maintainer
Release files for ory-openai-agents 1.5.1
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