# Table of content

1. [Getting started](#getting-started)
2. [Retrieval Evaluation](#retrieval-evaluation)
3. [Generation Evaluation](#generation-evaluation)
4. [Final Comments](#final-comments)

## Getting Started \[#getting-started]

Let's start by setting the environment and downloading the dataset.

```python PYTHON
%%capture
!pip install llama-index cohere openai
!pip install mistralai
```

```python PYTHON