Reminix adapter for OpenAI - serve agents as REST APIs
Project description
reminix-openai
Reminix Runtime adapter for the OpenAI API. Serve OpenAI models as a REST API.
Ready to go live? Deploy to Reminix Cloud for zero-config hosting, or self-host on your own infrastructure.
Installation
pip install reminix-openai
This will also install reminix-runtime as a dependency.
Quick Start
from openai import AsyncOpenAI
from reminix_openai import serve_agent
client = AsyncOpenAI()
serve_agent(client, name="my-chatbot", model="gpt-4o", port=8080)
For more flexibility (e.g., serving multiple agents), use wrap_agent and serve separately:
from openai import AsyncOpenAI
from reminix_openai import wrap_agent
from reminix_runtime import serve
client = AsyncOpenAI()
agent = wrap_agent(client, name="my-chatbot", model="gpt-4o")
serve(agents=[agent], port=8080)
Your agent is now available at:
POST /agents/my-chatbot/execute- Execute the agent
API Reference
serve_agent(client, name, model, port, host)
Wrap an OpenAI client and serve it immediately. Combines wrap_agent and serve for single-agent setups.
| Parameter | Type | Default | Description |
|---|---|---|---|
client |
AsyncOpenAI |
required | An OpenAI async client |
name |
str |
"openai-agent" |
Name for the agent (used in URL path) |
model |
str |
"gpt-4o-mini" |
Model to use for completions |
port |
int |
8080 |
Port to serve on |
host |
str |
"0.0.0.0" |
Host to bind to |
wrap_agent(client, name, model)
Wrap an OpenAI client for use with Reminix Runtime. Use this with serve from reminix_runtime for multi-agent setups.
| Parameter | Type | Default | Description |
|---|---|---|---|
client |
AsyncOpenAI |
required | An OpenAI async client |
name |
str |
"openai-agent" |
Name for the agent (used in URL path) |
model |
str |
"gpt-4o-mini" |
Model to use for completions |
Returns: OpenAIAgentAdapter - A Reminix adapter instance
Example with Custom Configuration
from openai import AsyncOpenAI
from reminix_openai import wrap_agent
from reminix_runtime import serve
client = AsyncOpenAI(
api_key="your-api-key",
base_url="https://your-proxy.com/v1" # Optional: custom endpoint
)
agent = wrap_agent(
client,
name="gpt4-agent",
model="gpt-4o"
)
serve(agents=[agent], port=8080)
Endpoint Input/Output Formats
POST /agents/{name}/execute
Execute the agent with a prompt or messages.
Request with prompt:
{
"prompt": "Summarize this text: ..."
}
Request with messages:
{
"messages": [
{"role": "system", "content": "You are a helpful assistant."},
{"role": "user", "content": "Hello!"}
]
}
Response:
{
"output": "Hello! How can I help you today?"
}
Streaming
For streaming responses, set stream: true in the request:
{
"prompt": "Tell me a story",
"stream": true
}
The response will be sent as Server-Sent Events (SSE).
Runtime Documentation
For information about the server, endpoints, request/response formats, and more, see the reminix-runtime package.
Deployment
Ready to go live?
- Deploy to Reminix Cloud - Zero-config cloud hosting
- Self-host - Run on your own infrastructure
Links
License
Apache-2.0
Project details
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