> ## Documentation Index
> Fetch the complete documentation index at: https://futureagi.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Content Safety Violation

> Detects harmful, unsafe, or prohibited content that violates safety guidelines.

<Warning>
  `content_safety_violation` is being deprecated. Avoid using it for new integrations.
  Use `toxicity` for new implementations.
</Warning>

<CodeGroup>
  ```python Python theme={null}
  result = evaluator.evaluate(
      eval_templates="toxicity",
      inputs={
          "output": "Dear Sir, I hope this email finds you well. I look forward to any insights or advice you might have whenever you have a free moment"
      },
      model_name="turing_flash"
  )

  print(result.eval_results[0].output)
  print(result.eval_results[0].reason)
  ```

  ```typescript JS/TS theme={null}

  import { Evaluator, Templates } from "@future-agi/ai-evaluation";

  const evaluator = new Evaluator();

  const result = await evaluator.evaluate(
    "toxicity",
    {
      output: "Dear Sir, I hope this email finds you well. I look forward to any insights or advice you might have whenever you have a free moment"
    },
    {
      modelName: "turing_flash",
    }
  );

  console.log(result);
  ```
</CodeGroup>

| **Input** |                    |                                                           |
| --------- | ------------------ | --------------------------------------------------------- |
|           | **Required Input** | **Description**                                           |
|           | `output`           | Model generated content to evaluate for safety violations |

| **Output** |            |                                                                                                  |
| ---------- | ---------- | ------------------------------------------------------------------------------------------------ |
|            | **Field**  | **Description**                                                                                  |
|            | **Result** | Returns Passed if no safety violations are detected, or Failed if safety violations are detected |
|            | **Reason** | Provides a detailed explanation of the evaluation                                                |

***

### What to do If you get Undesired Results

If the content is flagged for safety violations (Failed) and you want to improve it:

* Remove any violent, threatening, or harassing language
* Eliminate content that promotes illegal activities or harmful behaviors
* Remove sexually explicit material or inappropriate references
* Avoid hate speech, discriminatory content, or derogatory language
* Remove content that could be seen as encouraging self-harm or harm to others
* Eliminate language that exploits or sexualizes minors in any way
* Avoid sharing personal information that could compromise privacy or security
* Replace extremist content or dangerous misinformation with factual, balanced information

***

### Comparing Content Safety Violation with Similar Evals

* [**Is Compliant**](https://docs.futureagi.com/future-agi/get-started/evaluation/builtin-evals/is-compliant): Content Safety Violation focuses specifically on harmful or unsafe content, while Is Compliant provides a broader assessment of adherence to guidelines and policies.
* [**Toxicity**](https://docs.futureagi.com/future-agi/get-started/evaluation/builtin-evals/toxicity): Content Safety Violation covers a broad range of safety issues, whereas Toxicity specifically measures offensive or harmful language.
* [**Is Harmful Advice**](https://docs.futureagi.com/future-agi/get-started/evaluation/builtin-evals/is-harmful-advice): Content Safety Violation detects various types of unsafe content, while Is Harmful Advice focuses specifically on dangerous recommendations or guidance.