> ## 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.

# No LLM Reference

> Evaluates whether a model response contains references to OpenAI, its models (like ChatGPT, GPT-3, GPT-4), or identifies itself as an OpenAI product

<CodeGroup>
  ```python Python theme={null}
  result = evaluator.evaluate(
      eval_templates="no_openai_reference",
      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(
    "no_openai_reference",
    {
      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** | **Type** | **Description**                        |
|           | `output`           | `string` | Content to evaluate for LLM reference. |

| **Output** |            |                                                                                                                                     |
| ---------- | ---------- | ----------------------------------------------------------------------------------------------------------------------------------- |
|            | **Field**  | **Description**                                                                                                                     |
|            | **Result** | Returns Passed if no LLM reference is detected in the model's output, or Failed if LLM reference is detected in the model's output. |
|            | **Reason** | Provides a detailed explanation of why the content was classified as containing or not containing LLM reference.                    |

***

## Troubleshooting

If you encounter issues with this evaluation:

* This evaluation detects both explicit mentions ("OpenAI", "ChatGPT") and implicit self-identification ("As an AI language model...")
* It covers references to OpenAI as a company, its products, and its models
* If your content legitimately needs to discuss OpenAI as a subject matter, consider using a different evaluation
* For comprehensive brand compliance, combine with other brand-specific evaluations