> ## Documentation Index
> Fetch the complete documentation index at: https://www.getmaxim.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# No-Code Agent Evals

> Learn how to evaluate your no-code Agents by running them across datasets of test cases, measuring performance with automated evaluators. This page walks you through setting up test runs, analyzing metrics, and improving reliability.

## How to evaluate your no-code agent?

After testing in the playground, evaluate your Agents across multiple test cases to ensure consistent performance using the test runs.

<Steps>
  <Step title="Create a Dataset">
    Add test cases by creating a [Dataset](/docs/library/datasets/import-or-create-datasets). For this example, we'll use a Dataset of product images to generate descriptions.

    <img src="https://mintcdn.com/maximai/VMis-Atkh0jYT8YE/images/docs/offline-evals/via-ui/agents-via-no-code-builder/prompt-chain-test-run-dataset.png?fit=max&auto=format&n=VMis-Atkh0jYT8YE&q=85&s=9daa67d096c10d1b7adb385552b21a0e" alt="Dataset with product images for testing" width="2894" height="1638" data-path="images/docs/offline-evals/via-ui/agents-via-no-code-builder/prompt-chain-test-run-dataset.png" />
  </Step>

  <Step title="Build your Agent">
    Create an Agent that processes your test examples. In this case, the agent generates product descriptions, translates them to multiple languages, and formats them to match specific requirements.

    <img src="https://mintcdn.com/maximai/VMis-Atkh0jYT8YE/images/docs/offline-evals/via-ui/agents-via-no-code-builder/product-description-generator-and-translator-chain.png?fit=max&auto=format&n=VMis-Atkh0jYT8YE&q=85&s=060be57f476984001917143fbe3bc2fb" alt="Agent for product description generation" width="2894" height="1638" data-path="images/docs/offline-evals/via-ui/agents-via-no-code-builder/product-description-generator-and-translator-chain.png" />
  </Step>

  <Step title="Start a test run">
    Open the test configuration by clicking the Test button on the top right corner.
  </Step>

  <Step title="Configure your test">
    Select your dataset and add [Evaluators](/docs/library/evaluators/pre-built-evaluators/overview) to measure the quality of outputs.

    <img src="https://mintcdn.com/maximai/VMis-Atkh0jYT8YE/images/docs/offline-evals/via-ui/agents-via-no-code-builder/prompt-chain-test-run-trigger-sheet.png?fit=max&auto=format&n=VMis-Atkh0jYT8YE&q=85&s=4bff52e853a7590a4736587e72d68860" alt="Test configuration with dataset and evaluator options" width="1402" height="1714" data-path="images/docs/offline-evals/via-ui/agents-via-no-code-builder/prompt-chain-test-run-trigger-sheet.png" />
  </Step>

  <Step title="Review results">
    Monitor the [test run](/docs/offline-evals/concepts#test-runs) to analyze the performance of your agent across all inputs.

    <img src="https://mintcdn.com/maximai/VMis-Atkh0jYT8YE/images/docs/offline-evals/via-ui/agents-via-no-code-builder/prompt-chain-test-run-report.png?fit=max&auto=format&n=VMis-Atkh0jYT8YE&q=85&s=edfe96fd971823e2c6c64226b089f5f3" alt="Test run results showing performance metrics" width="2314" height="806" data-path="images/docs/offline-evals/via-ui/agents-via-no-code-builder/prompt-chain-test-run-report.png" />
  </Step>
</Steps>
