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Setting Up

In this tutorial series, we’ll guide you through using DeepEval alongside Confident AI to evaluate an agentic RAG application, from start to finish. Confident AI is a comprehensive LLM evaluation platform that maximizes DeepEval’s potential, offering tools for development, evaluation, and seamless production monitoring.

Installing DeepEval​

Start by installing DeepEval using pip:

pip install deepeval

Getting Your Confident AI API Key​

Next, set up an account on Confident AI. You can sign up here or use the following command after installing DeepEval:

deepeval login

Once logged in, go to your account’s settings page and copy your Confident AI API key. If you used the deepeval login command, it will guide you to the website for easy access. Simply paste your API key when prompted.

Confident AI Setup

Alternatively, you can log in using Python directly:

deepeval.login_with_confident_api_key("your-confident-api-key")

Or through the CLI:

deepeval login --confident-api-key "your-confident-api-key"

You’re all set up! With DeepEval and Confident AI configured, let’s dive into the next steps of evaluating your RAG application.