ragie 1.3.1

Python Client SDK Generated by Speakeasy.

ragie

Summary

Table of Contents

• SDK Installation
• IDE Support
• SDK Example Usage
• Available Resources and Operations
• Pagination
• File uploads
• Retries
• Error Handling
• Server Selection
• Custom HTTP Client
• Authentication
• Debugging

SDK Installation

The SDK can be installed with either pip or poetry package managers.

PIP

PIP is the default package installer for Python, enabling easy installation and management of packages from PyPI via the command line.

pip install ragie

Poetry

Poetry is a modern tool that simplifies dependency management and package publishing by using a single pyproject.toml file to handle project metadata and dependencies.

poetry add ragie

IDE Support

PyCharm

Generally, the SDK will work well with most IDEs out of the box. However, when using PyCharm, you can enjoy much better integration with Pydantic by installing an additional plugin.

• PyCharm Pydantic Plugin

SDK Example Usage

Example

# Synchronous Example
from ragie import Ragie

s = Ragie(
    auth="<YOUR_BEARER_TOKEN_HERE>",
)

res = s.documents.create(request={
    "file": {
        "file_name": "example.file",
        "content": open("example.file", "rb"),
    },
})

if res is not None:
    # handle response
    pass

The same SDK client can also be used to make asychronous requests by importing asyncio.

# Asynchronous Example
import asyncio
from ragie import Ragie

async def main():
    s = Ragie(
        auth="<YOUR_BEARER_TOKEN_HERE>",
    )
    res = await s.documents.create_async(request={
        "file": {
            "file_name": "example.file",
            "content": open("example.file", "rb"),
        },
    })
    if res is not None:
        # handle response
        pass

asyncio.run(main())

Available Resources and Operations

Available methods

connections

• list - List Connections
• set_connection_enabled - Set Connection Enabled
• update_connection - Update Connection
• get_connection_stats - Get Connection Stats
• delete_connection - Delete Connection

documents

• create - Create Document
• list - List Documents
• create_raw - Create Document Raw
• create_document_from_url - Create Document From Url
• get - Get Document
• delete - Delete Document
• update_file - Update Document File
• update_raw - Update Document Raw
• patch_metadata - Patch Document Metadata
• get_summary - Get Document Summary

entities

• list_instructions - List Instructions
• create_instruction - Create Instruction
• update_instruction - Update Instruction
• list_by_instruction - Get Instruction Extracted Entities
• list_by_document - Get Document Extracted Entities

retrievals

• retrieve - Retrieve

Pagination

Some of the endpoints in this SDK support pagination. To use pagination, you make your SDK calls as usual, but the returned response object will have a Next method that can be called to pull down the next group of results. If the return value of Next is None, then there are no more pages to be fetched.

Here's an example of one such pagination call:

from ragie import Ragie

s = Ragie(
    auth="<YOUR_BEARER_TOKEN_HERE>",
)

res = s.documents.list(request={
    "filter_": "{\"department\":{\"$in\":[\"sales\",\"marketing\"]}}",
})

if res is not None:
    while True:
        # handle items

        res = res.next()
        if res is None:
            break

File uploads

Certain SDK methods accept file objects as part of a request body or multi-part request. It is possible and typically recommended to upload files as a stream rather than reading the entire contents into memory. This avoids excessive memory consumption and potentially crashing with out-of-memory errors when working with very large files. The following example demonstrates how to attach a file stream to a request.

[!TIP]

For endpoints that handle file uploads bytes arrays can also be used. However, using streams is recommended for large files.

from ragie import Ragie

s = Ragie(
    auth="<YOUR_BEARER_TOKEN_HERE>",
)

res = s.documents.create(request={
    "file": {
        "file_name": "example.file",
        "content": open("example.file", "rb"),
    },
})

if res is not None:
    # handle response
    pass

Retries

Some of the endpoints in this SDK support retries. If you use the SDK without any configuration, it will fall back to the default retry strategy provided by the API. However, the default retry strategy can be overridden on a per-operation basis, or across the entire SDK.

To change the default retry strategy for a single API call, simply provide a RetryConfig object to the call:

from ragie import Ragie
from ragie.utils import BackoffStrategy, RetryConfig

s = Ragie(
    auth="<YOUR_BEARER_TOKEN_HERE>",
)

res = s.documents.create(request={
    "file": {
        "file_name": "example.file",
        "content": open("example.file", "rb"),
    },
},
    RetryConfig("backoff", BackoffStrategy(1, 50, 1.1, 100), False))

if res is not None:
    # handle response
    pass

If you'd like to override the default retry strategy for all operations that support retries, you can use the retry_config optional parameter when initializing the SDK:

from ragie import Ragie
from ragie.utils import BackoffStrategy, RetryConfig

s = Ragie(
    retry_config=RetryConfig("backoff", BackoffStrategy(1, 50, 1.1, 100), False),
    auth="<YOUR_BEARER_TOKEN_HERE>",
)

res = s.documents.create(request={
    "file": {
        "file_name": "example.file",
        "content": open("example.file", "rb"),
    },
})

if res is not None:
    # handle response
    pass

Error Handling

Handling errors in this SDK should largely match your expectations. All operations return a response object or raise an exception.

By default, an API error will raise a models.SDKError exception, which has the following properties:

Property	Type	Description
.status_code	int	The HTTP status code
.message	str	The error message
.raw_response	httpx.Response	The raw HTTP response
.body	str	The response content

When custom error responses are specified for an operation, the SDK may also raise their associated exceptions. You can refer to respective Errors tables in SDK docs for more details on possible exception types for each operation. For example, the create_async method may raise the following exceptions:

Error Type	Status Code	Content Type
models.ErrorMessage	400, 401	application/json
models.HTTPValidationError	422	application/json
models.SDKError	4XX, 5XX	*/*

Example

from ragie import Ragie, models

s = Ragie(
    auth="<YOUR_BEARER_TOKEN_HERE>",
)

res = None
try:
    res = s.documents.create(request={
        "file": {
            "file_name": "example.file",
            "content": open("example.file", "rb"),
        },
    })

    if res is not None:
        # handle response
        pass

except models.ErrorMessage as e:
    # handle e.data: models.ErrorMessageData
    raise(e)
except models.HTTPValidationError as e:
    # handle e.data: models.HTTPValidationErrorData
    raise(e)
except models.SDKError as e:
    # handle exception
    raise(e)

Server Selection

Override Server URL Per-Client

The default server can also be overridden globally by passing a URL to the server_url: str optional parameter when initializing the SDK client instance. For example:

from ragie import Ragie

s = Ragie(
    server_url="https://api.ragie.ai",
    auth="<YOUR_BEARER_TOKEN_HERE>",
)

res = s.documents.create(request={
    "file": {
        "file_name": "example.file",
        "content": open("example.file", "rb"),
    },
})

if res is not None:
    # handle response
    pass

Custom HTTP Client

The Python SDK makes API calls using the httpx HTTP library. In order to provide a convenient way to configure timeouts, cookies, proxies, custom headers, and other low-level configuration, you can initialize the SDK client with your own HTTP client instance. Depending on whether you are using the sync or async version of the SDK, you can pass an instance of HttpClient or AsyncHttpClient respectively, which are Protocol's ensuring that the client has the necessary methods to make API calls. This allows you to wrap the client with your own custom logic, such as adding custom headers, logging, or error handling, or you can just pass an instance of httpx.Client or httpx.AsyncClient directly.

For example, you could specify a header for every request that this sdk makes as follows:

from ragie import Ragie
import httpx

http_client = httpx.Client(headers={"x-custom-header": "someValue"})
s = Ragie(client=http_client)

or you could wrap the client with your own custom logic:

from ragie import Ragie
from ragie.httpclient import AsyncHttpClient
import httpx

class CustomClient(AsyncHttpClient):
    client: AsyncHttpClient

    def __init__(self, client: AsyncHttpClient):
        self.client = client

    async def send(
        self,
        request: httpx.Request,
        *,
        stream: bool = False,
        auth: Union[
            httpx._types.AuthTypes, httpx._client.UseClientDefault, None
        ] = httpx.USE_CLIENT_DEFAULT,
        follow_redirects: Union[
            bool, httpx._client.UseClientDefault
        ] = httpx.USE_CLIENT_DEFAULT,
    ) -> httpx.Response:
        request.headers["Client-Level-Header"] = "added by client"

        return await self.client.send(
            request, stream=stream, auth=auth, follow_redirects=follow_redirects
        )

    def build_request(
        self,
        method: str,
        url: httpx._types.URLTypes,
        *,
        content: Optional[httpx._types.RequestContent] = None,
        data: Optional[httpx._types.RequestData] = None,
        files: Optional[httpx._types.RequestFiles] = None,
        json: Optional[Any] = None,
        params: Optional[httpx._types.QueryParamTypes] = None,
        headers: Optional[httpx._types.HeaderTypes] = None,
        cookies: Optional[httpx._types.CookieTypes] = None,
        timeout: Union[
            httpx._types.TimeoutTypes, httpx._client.UseClientDefault
        ] = httpx.USE_CLIENT_DEFAULT,
        extensions: Optional[httpx._types.RequestExtensions] = None,
    ) -> httpx.Request:
        return self.client.build_request(
            method,
            url,
            content=content,
            data=data,
            files=files,
            json=json,
            params=params,
            headers=headers,
            cookies=cookies,
            timeout=timeout,
            extensions=extensions,
        )

s = Ragie(async_client=CustomClient(httpx.AsyncClient()))

Authentication

Per-Client Security Schemes

This SDK supports the following security scheme globally:

Name	Type	Scheme
auth	http	HTTP Bearer

To authenticate with the API the auth parameter must be set when initializing the SDK client instance. For example:

from ragie import Ragie

s = Ragie(
    auth="<YOUR_BEARER_TOKEN_HERE>",
)

res = s.documents.create(request={
    "file": {
        "file_name": "example.file",
        "content": open("example.file", "rb"),
    },
})

if res is not None:
    # handle response
    pass

Debugging

You can setup your SDK to emit debug logs for SDK requests and responses.

You can pass your own logger class directly into your SDK.

from ragie import Ragie
import logging

logging.basicConfig(level=logging.DEBUG)
s = Ragie(debug_logger=logging.getLogger("ragie"))

Development

Maturity

This SDK is in beta, and there may be breaking changes between versions without a major version update. Therefore, we recommend pinning usage to a specific package version. This way, you can install the same version each time without breaking changes unless you are intentionally looking for the latest version.

Contributions

While we value open-source contributions to this SDK, this library is generated programmatically. Any manual changes added to internal files will be overwritten on the next generation. We look forward to hearing your feedback. Feel free to open a PR or an issue with a proof of concept and we'll do our best to include it in a future release.

SDK Created by [Speakeasy](https://www.speakeasy.com/?utm_source=&utm_campaign=python)

ragie-python