Toxicity

You can get toxicity scores from the /toxicity REST API endpoint or any of the official SDKs (Python, Go, Rust, JS, or cURL).

Generate a Toxicity Score

To generate a toxicity score, you can use the following code examples. Depending on your preference or requirements, select the appropriate method for your application.

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import os
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import json
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from predictionguard import PredictionGuard
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# Set your Prediction Guard token as an environmental variable.
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os.environ["PREDICTIONGUARD_API_KEY"] = "<api key>"
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client = PredictionGuard()
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# Perform the toxicity check.
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result = client.toxicity.check(
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    		text="This is a perfectly fine statement."
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)
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print(json.dumps(
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    result,
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    sort_keys=True,
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    indent=4,
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    separators=(',', ': ')
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))

The output will look something like:

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{
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    "checks": [
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        {
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            "index": 0,
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            "score": 0.0003801816201303154
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        }
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    ]
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    "id": "toxi-e97bcee4-de62-4214-bf9b-dafa9922931c",
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    "object": "toxicity.check",
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    "created": 1727795168,
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}

This approach presents a straightforward way for readers to choose and apply the code example that best suits their needs for generating text completions using either Python, Go, Rust, JS, or cURL.