# Running RagaAI Evals

<figure><img src="/files/7WkRM474dgDZpUmINKBN" alt=""><figcaption></figcaption></figure>

### Prerequisite:

Ensure you have set all LLM APIs you want to use. You can enter Azure, Gemini, Groq, and OpenAI API for running evals.

Navigate to Settings/API Keys, then enter and save the API keys for the LLM provider you want to use. You will be required to enter the provider in parameter while executing tests.

<figure><img src="/files/89olZUo5GP8auu2aG4FD" alt=""><figcaption></figcaption></figure>


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# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.raga.ai/ragaai-catalyst/concepts/running-ragaai-evals.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
