IvyCheck Python Client SDK
Project description
IvyCheck-SDK
Summary
Table of Contents
- SDK Installation
- SDK Example Usage
- Available Resources and Operations
- Error Handling
- Server Selection
- Custom HTTP Client
- Authentication
SDK Installation
The SDK can be installed using the pip package manager, with dependencies and metadata stored in the setup.py
file.
pip install ivycheck
SDK Example Usage
Example
import ivycheck
ivy = ivycheck.IvyCheck(
api_key="<YOUR_TOKEN_HERE>",
)
res = ivy.checks.hallucination(response="It is sunny outside", context="It is rainig cats and dogs")
# CheckResult(passed=False, score=0.9992709300131537, message='Hallucination detected')
Available Resources and Operations
Available methods
checks
- hallucination - Hallucination
- pii - Pii
- prompt_injection - Prompt Injection
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 exception. You can refer to respective Errors tables in SDK docs for more details on possible exception types for each operation. For example, the hallucination
method may raise the following exceptions:
Error Type | Status Code | Content Type |
---|---|---|
models.HTTPValidationError | 422 | application/json |
models.SDKError | 4XX, 5XX | */* |
Example
import ivycheck
from ivycheck import models
s = ivycheck.IvyCheck(
api_key="<YOUR_BEARER_TOKEN_HERE>",
)
res = None
try:
res = s.checks.hallucination(response='<value>', context='<value>')
except models.HTTPValidationError as e:
# handle exception
raise(e)
except models.SDKError as e:
# handle exception
raise(e)
if res.check_result is not None:
# handle response
pass
Custom HTTP Client
The Python SDK makes API calls using the requests 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 a custom requests.Session
object.
For example, you could specify a header for every request that this sdk makes as follows:
import ivycheck
import requests
http_client = requests.Session()
http_client.headers.update({'x-custom-header': 'someValue'})
s = ivycheck.IvyCheck(client=http_client)
Authentication
Per-Client Security Schemes
This SDK supports the following security scheme globally:
Name | Type | Scheme |
---|---|---|
api_key |
http | HTTP Bearer |
To authenticate with the API the api_key
parameter must be set when initializing the SDK client instance. For example:
import ivycheck
s = ivycheck.IvyCheck(
api_key="<YOUR_BEARER_TOKEN_HERE>",
)
res = s.checks.hallucination(response='<value>', context='<value>')
if res.check_result is not None:
# handle response
pass
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. Feel free to open a PR or a Github issue as a proof of concept and we'll do our best to include it in a future release!
SDK Created by Speakeasy
Project details
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