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Natural Python Library
The Natural Python library provides convenient access to the Natural APIs from Python.
Table of Contents
- Choosing Your Integration
- Documentation
- Installation
- Reference
- Usage
- Async Usage
- Using Types
- Nested Params
- Handling Errors
- Environments
- Async Client
- Exception Handling
- Pagination
- Advanced
- Versioning
- Requirements
- Contributing
Choosing your integration
This SDK is the right tool when you're building a Python app, service, or agent runtime that moves money on Natural — which covers almost every production integration.
Using a different surface? If you're working inside an AI coding assistant
(Claude, Cursor, Codex) and want it to transact directly, use Natural's hosted
MCP server at mcp.natural.com (guide).
For terminal and CI use, see the CLI.
Full overview: Choosing your integration.
Documentation
The REST API documentation can be found on docs.natural.com. The full API of this library can be found in api.md.
Installation
pip install naturalpay
Reference
A full reference for this library is available here.
Usage
Instantiate and use the client with the following:
from naturalpay import Natural
from naturalpay.agents import CreateAgentsRequestLimits
client = Natural(
token="<token>",
)
client.agents.create(
idempotency_key="Idempotency-Key",
name="Carrier Payment Agent v2.1",
description="Autonomous agent that pays delivery carriers",
slug="carrier_payments",
limits=CreateAgentsRequestLimits(
per_transaction=100000,
),
)
Async usage
Simply import AsyncNatural instead of Natural and use await with each API call:
import os
import asyncio
from naturalpay import AsyncNatural
client = AsyncNatural(
api_key=os.environ.get("NATURAL_API_KEY"), # This is the default and can be omitted
# defaults to "production".
environment="dev",
)
async def main() -> None:
agent = await client.agents.create(
name="x",
idempotency_key="Idempotency-Key",
)
print(agent.data)
asyncio.run(main())
Functionality between the synchronous and asynchronous clients is otherwise identical.
With aiohttp
By default, the async client uses httpx for HTTP requests. However, for improved concurrency performance you may also use aiohttp as the HTTP backend.
You can enable this by installing aiohttp:
# install from PyPI
pip install naturalpay[aiohttp]
Then you can enable it by instantiating the client with http_client=DefaultAioHttpClient():
import os
import asyncio
from naturalpay import DefaultAioHttpClient
from naturalpay import AsyncNatural
async def main() -> None:
async with AsyncNatural(
api_key=os.environ.get("NATURAL_API_KEY"), # This is the default and can be omitted
http_client=DefaultAioHttpClient(),
) as client:
agent = await client.agents.create(
name="x",
idempotency_key="Idempotency-Key",
)
print(agent.data)
asyncio.run(main())
Using types
Nested request parameters are TypedDicts. Responses are Pydantic models which also provide helper methods for things like:
- Serializing back into JSON,
model.to_json() - Converting to a dictionary,
model.to_dict()
Typed requests and responses provide autocomplete and documentation within your editor. If you would like to see type errors in VS Code to help catch bugs earlier, set python.analysis.typeCheckingMode to basic.
Nested params
Nested parameters are dictionaries, typed using TypedDict, for example:
from naturalpay import Natural
client = Natural()
agent = client.agents.create(
name="x",
idempotency_key="Idempotency-Key",
limits={},
)
print(agent.limits)
Handling errors
When the library is unable to connect to the API (for example, due to network connection problems or a timeout), a subclass of naturalpay.APIConnectionError is raised.
When the API returns a non-success status code (that is, 4xx or 5xx
response), a subclass of naturalpay.APIStatusError is raised, containing status_code and response properties.
All errors inherit from naturalpay.APIError.
import naturalpay
from naturalpay import Natural
client = Natural()
try:
client.agents.create(
name="x",
idempotency_key="Idempotency-Key",
)
except naturalpay.APIConnectionError as e:
print("The server could not be reached")
print(e.__cause__) # an underlying Exception, likely raised within httpx.
except naturalpay.RateLimitError as e:
print("A 429 status code was received; we should back off a bit.")
except naturalpay.APIStatusError as e:
print("Another non-200-range status code was received")
print(e.status_code)
print(e.response)
Error codes are as follows:
| Status Code | Error Type |
|---|---|
| 400 | BadRequestError |
| 401 | AuthenticationError |
| 403 | PermissionDeniedError |
| 404 | NotFoundError |
| 422 | UnprocessableEntityError |
| 429 | RateLimitError |
| >=500 | InternalServerError |
| N/A | APIConnectionError |
Retries
Certain errors are automatically retried 2 times by default, with a short exponential backoff. Connection errors (for example, due to a network connectivity problem), 408 Request Timeout, 409 Conflict, 429 Rate Limit, and >=500 Internal errors are all retried by default.
You can use the max_retries option to configure or disable retry settings:
from naturalpay import Natural
# Configure the default for all requests:
client = Natural(
# default is 2
max_retries=0,
)
# Or, configure per-request:
client.with_options(max_retries=5).agents.create(
name="x",
idempotency_key="Idempotency-Key",
)
Timeouts
By default requests time out after 1 minute. You can configure this with a timeout option,
which accepts a float or an httpx.Timeout object:
from naturalpay import Natural
# Configure the default for all requests:
client = Natural(
# 20 seconds (default is 1 minute)
timeout=20.0,
)
# More granular control:
client = Natural(
timeout=httpx.Timeout(60.0, read=5.0, write=10.0, connect=2.0),
)
# Override per-request:
client.with_options(timeout=5.0).agents.create(
name="x",
idempotency_key="Idempotency-Key",
)
On timeout, an APITimeoutError is thrown.
Note that requests that time out are retried twice by default.
Environments
This SDK allows you to configure different environments for API requests.
from naturalpay import Natural
from naturalpay.environment import NaturalEnvironment
client = Natural(
environment=NaturalEnvironment.PRODUCTION,
)
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 naturalpay.agents import CreateAgentsRequestLimits
from naturalpay import AsyncNatural
client = AsyncNatural(
token="<token>",
)
async def main() -> None:
await client.agents.create(
idempotency_key="Idempotency-Key",
name="Carrier Payment Agent v2.1",
description="Autonomous agent that pays delivery carriers",
slug="carrier_payments",
limits=CreateAgentsRequestLimits(
per_transaction=100000,
),
)
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 naturalpay.core.api_error import ApiError
try:
client.agents.create(...)
except ApiError as e:
print(e.status_code)
print(e.body)
Pagination
Paginated requests will return a SyncPager or AsyncPager, which can be used as generators for the underlying object.
from naturalpay import Natural
client = Natural(
token="<token>",
)
client.agents.list()
# You can also iterate through pages and access the typed response per page
pager = client.agents.list(...)
for page in pager.iter_pages():
print(page.response) # access the typed response for each page
for item in page:
print(item)
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 naturalpay import Natural
client = Natural(...)
response = client.agents.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).
Which status codes are retried depends on the retryStatusCodes generator configuration:
legacy (current default): retries on
recommended: retries on
- 408 (Timeout)
- 409 (Conflict)
- 429 (Too Many Requests)
- 502 (Bad Gateway)
- 503 (Service Unavailable)
- 504 (Gateway Timeout)
Use the max_retries request option to configure this behavior.
client.agents.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 naturalpay import Natural
client = Natural(..., timeout=20.0)
# Override timeout for a specific method
client.agents.create(..., request_options={
"timeout": 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 naturalpay import Natural
client = Natural(
...,
httpx_client=httpx.Client(
proxy="http://my.test.proxy.example.com",
transport=httpx.HTTPTransport(local_address="0.0.0.0"),
),
)
Versioning
This package generally follows SemVer conventions, though certain backwards-incompatible changes may be released as minor versions:
- Changes that only affect static types, without breaking runtime behavior.
- Changes to library internals which are technically public but not intended or documented for external use. (Please open a GitHub issue to let us know if you are relying on such internals.)
- Changes that we do not expect to impact the vast majority of users in practice.
We take backwards-compatibility seriously and work hard to ensure you can rely on a smooth upgrade experience.
We are keen for your feedback; please open an issue with questions, bugs, or suggestions.
Determining the installed version
If you've upgraded to the latest version but aren't seeing any new features you were expecting then your python environment is likely still using an older version.
You can determine the version that is being used at runtime with:
import naturalpay
print(naturalpay.__version__)
Requirements
Python 3.9 or higher.
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!
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