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Documentation Index

Fetch the complete documentation index at: https://futureagi.mintlify.app/llms.txt

Use this file to discover all available pages before exploring further.

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Installing FutureAGI SDK

pip install ai-evaluation

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Initializing FutureAGI Evals

from fi.evals import Evaluator

evaluator = Evaluator(
    fi_api_key="your_api_key",
    fi_secret_key="your_secret_key",
)
Click here to learn how to access your API keys. It’s recommended to set the API key and secret key as environment variables.

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Define the Evaluation and run it

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)