> ## 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.

# Evals

> Use FutureAGI Evals to evaluate your AI models

## Installing FutureAGI SDK

```bash theme={null}
pip install ai-evaluation
```

## Initializing FutureAGI Evals

```python theme={null}
from fi.evals import Evaluator

evaluator = Evaluator(
    fi_api_key="your_api_key",
    fi_secret_key="your_secret_key",
)
```

<Tip>
  Click [here](/admin-settings#accessing-api-keys) to learn how to access your API keys.
  It's recommended to set the API key and secret key as environment variables.
</Tip>

## Define the Evaluation and run it

<CodeGroup>
  ```python Python theme={null}
  result = evaluator.evaluate(
      eval_templates="context_adherence",
      inputs={
          "context": "Honey never spoils because it has low moisture content and high acidity, creating an environment that resists bacteria and microorganisms. Archaeologists have even found pots of honey in ancient Egyptian tombs that are still perfectly edible.",
          "output": "Honey doesn't spoil because its low moisture and high acidity prevent the growth of bacteria and other microbes."
      },
      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(
    "context_adherence",
    {
      context: "Honey never spoils because it has low moisture content and high acidity, creating an environment that resists bacteria and microorganisms. Archaeologists have even found pots of honey in ancient Egyptian tombs that are still perfectly edible.",
      output: "Honey doesn't spoil because its low moisture and high acidity prevent the growth of bacteria and other microbes."
    },
    {
      modelName: "turing_flash",
    }
  );

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