Agentmail Python Library
The Agentmail Python library provides convenient access to the Agentmail APIs from Python.
Table of Contents
Installation
pip install agentmail
Reference
A full reference for this library is available here.
Usage
Instantiate and use the client with the following:
from agentmail import AgentMail
client = AgentMail(
api_key="<token>",
)
client.inboxes.create()
Async Client
The SDK also exports an async client so that you can make non-blocking calls to our API. Note that if you are constructing an Async httpx client class to pass into this client, use httpx.AsyncClient() instead of httpx.Client() (e.g. for the httpx_client parameter of this client).
import asyncio
from agentmail import AsyncAgentMail
client = AsyncAgentMail(
api_key="<token>",
)
async def main() -> None:
await client.inboxes.create()
asyncio.run(main())
Exception Handling
When the API returns a non-success status code (4xx or 5xx response), a subclass of the following error will be thrown.
from agentmail.core.api_error import ApiError
try:
client.inboxes.create(...)
except ApiError as e:
print(e.status_code)
print(e.body)
Advanced
Access Raw Response Data
The SDK provides access to raw response data, including headers, through the .with_raw_response property.
The .with_raw_response property returns a "raw" client that can be used to access the .headers and .data attributes.
from agentmail import AgentMail
client = AgentMail(...)
response = client.inboxes.with_raw_response.create(...)
print(response.headers) # access the response headers
print(response.status_code) # access the response status code
print(response.data) # access the underlying object
Retries
The SDK is instrumented with automatic retries with exponential backoff. A request will be retried as long as the request is deemed retryable and the number of retry attempts has not grown larger than the configured retry limit (default: 2).
A request is deemed retryable when any of the following HTTP status codes is returned:
Use the max_retries request option to configure this behavior.
client.inboxes.create(..., request_options={
"max_retries": 1
})
Timeouts
The SDK defaults to a 60 second timeout. You can configure this with a timeout option at the client or request level.
from agentmail import AgentMail
client = AgentMail(..., timeout=20.0)
# Override timeout for a specific method
client.inboxes.create(..., request_options={
"timeout_in_seconds": 1
})
Custom Client
You can override the httpx client to customize it for your use-case. Some common use-cases include support for proxies
and transports.
import httpx
from agentmail import AgentMail
client = AgentMail(
...,
httpx_client=httpx.Client(
proxy="http://my.test.proxy.example.com",
transport=httpx.HTTPTransport(local_address="0.0.0.0"),
),
)
Contributing
While we value open-source contributions to this SDK, this library is generated programmatically. Additions made directly to this library would have to be moved over to our generation code, otherwise they would be overwritten upon the next generated release. Feel free to open a PR as a proof of concept, but know that we will not be able to merge it as-is. We suggest opening an issue first to discuss with us!
On the other hand, contributions to the README are always very welcome!
Websockets
The SDK supports both sync and async websocket connections for real-time, low-latency communication. Sockets can be created using the connect method, which returns a context manager.
You can either iterate through the returned SocketClient to process messages as they arrive, or attach handlers to respond to specific events.
from agentmail import AgentMail
client = AgentMail(...)
# Connect to the websocket (Sync)
with client.websockets.connect(...) as socket:
# Iterate over the messages as they arrive
for message in socket:
print(message)
# Or, attach handlers to specific events
socket.on(EventType.MESSAGE, lambda message: print("received message", message))
import asyncio
from agentmail import AsyncAgentMail
client = AsyncAgentMail(...)
# Connect to the websocket (Async)
async with client.websockets.connect(...) as socket:
async for message in socket:
print(message)
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