This release is a pre-release and may not be stable for production use.
KAgent OpenAI Agents SDK Integration
OpenAI Agents SDK integration for KAgent with A2A (Agent-to-Agent) protocol support, session management, and optional skills integration.
Quick Start
from kagent.openai import KAgentApp
from agents.agent import Agent
# Create your OpenAI agent
agent = Agent(
name="Assistant",
instructions="You are a helpful assistant.",
tools=[my_tool], # Optional
)
# Create KAgent app
app = KAgentApp(
agent=agent,
agent_card={
"name": "my-openai-agent",
"description": "My OpenAI agent",
"version": "0.1.0",
"capabilities": {"streaming": True},
"defaultInputModes": ["text"],
"defaultOutputModes": ["text"],
},
kagent_url="http://localhost:8083",
app_name="my-agent",
)
# Run
fastapi_app = app.build()
# uvicorn run_me:fastapi_app
Agent with Skills
Skills provide domain expertise through filesystem-based instruction files and helper tools (read/write/edit files, bash execution). We provide a function to load all skill-related tools. Otherwise, you can select the ones you need by importing from kagent.openai.tools.
from agents.agent import Agent
from kagent.openai import get_skill_tools
tools = [my_custom_tool]
tools.extend(get_skill_tools("./skills"))
agent = Agent(
name="SkillfulAgent",
instructions="Use skills and tools when appropriate.",
tools=tools,
)
See skills README for skill format and structure.
Session Management
Sessions persist conversation history in KAgent backend:
from agents.agent import Agent
from agents.run import Runner
from kagent.openai._session_service import KAgentSession
import httpx
client = httpx.AsyncClient(base_url="http://localhost:8083")
session = KAgentSession(
session_id="conversation_123",
client=client,
app_name="my-agent",
)
agent = Agent(name="Assistant", instructions="Be helpful")
result = await Runner.run(agent, "Hello!", session=session)
Local Development
Test without KAgent backend using in-memory mode:
app = KAgentApp(agent=agent, agent_card=agent_card, kagent_url="http://localhost:8083", app_name="test-agent")
fastapi_app = app.build_local() # In-memory, no persistence
Deployment
Standard Docker deployment:
FROM python:3.13-slim
WORKDIR /app
COPY requirements.txt .
RUN pip install -r requirements.txt
COPY agent.py .
CMD ["uvicorn", "agent:fastapi_app", "--host", "0.0.0.0", "--port", "8000"]
Load /config/config.json with KAgentConfig.from_file() to connect to kagent.
Architecture
| Component | Purpose |
|---|---|
| KAgentApp | FastAPI application builder with A2A support |
| KAgentSession | Session persistence via KAgent REST API |
| OpenAIAgentExecutor | Executes agents with event streaming |
Environment Variables
Examples
See samples/openai/ for complete examples:
basic_agent/- Simple agent with custom tools- More examples coming soon
See Also
License
See repository LICENSE file.
Runtime configuration file
Managed runtimes receive /config/config.json from the controller. For a standalone
process, create that file and load it with KAgentConfig.from_file():
{"runtime":{"control_plane_url":"http://localhost:8083","gateway_url":"http://localhost:8083","name":"my-agent","namespace":"default","log_level":"info"}}
Provider credentials and standard OTEL_* overrides remain environment inputs.
1 maintainer
Metadata
1 maintainer
Release files for kagent-openai 1.0.0a16
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