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Setting Up

In this tutorial series, we’ll guide you through using DeepEval and Confident AI to evaluate an agentic RAG application, from start to finish. DeepEval provides the foundation for evaluation, while Confident AI enhances its capabilities with tools for development, evaluation, and 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 CLI command if you already have DeepEval installed:

deepeval login

Navigate to your Settings page and copy your Confident AI API Key from the Project API Key box. If you used the deepeval login command to log in, you'll be prompted to paste your Confident AI API Key after creating an account.

Alternatively, if you already have an account, you can log in directly using Python:

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

Or through the CLI:

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

With this, you’re all set up! With DeepEval and Confident AI configured, let’s begin building and evaluating our Agentic RAG application.