Create benchmark tests

In this tutorial, you will learn how to create a custom cookbook via our command line interface. A cookbook is a collection of one or more tests (or recipes). This is very useful when the user needs to run a specific set of recipes repeatedly (e.g., running different set of bias benchmarks on the same endpoint before and after safety fine-tuning) or if the user wants to test a RAG application.

Change directory to the root directory of Moonshot.
Enter the following command to enter the CLI interactive mode:
```
python -m moonshot cli interactive
```
Choose a benchmark type to create and view help:
- Recipe
  
  To find out more about the required fields to create a recipe:
```
add_recipe -h
```
  Important
  
  If you are running the recipe on a RAG application, please ensure you name your recipe's tag as "rag":
```
-t "['rag']"
```
  For effective evaluation of your RAG application, do ensure you are using your own custom test dataset. You can view more information on how to add your custom test dataset here.
  Here is an example of the command to create a recipe:
```
add_recipe 'My new recipe' 'I am recipe description' "['category1','category2']" "['bbq-lite-age-ambiguous']" "['bertscore','bleuscore']" -p "['analogical-similarity','mmlu']" -t "['tag1','tag2']" -g "{'A':[80,100],'B':[60,79],'C':[40,59],'D':[20,39],'E':[0,19]}"
```
- Cookbook
  
  To find out more about the required fields to create a cookbook:
```
add_cookbook -h
```
  Important
  
  If you are running the cookbook on a RAG application, please ensure you name your cookbook's tag as "rag":
```
-t "['rag']"
```
  For effective evaluation of your RAG application, do ensure you are using your own custom test dataset. You can view more information on how to add your custom test dataset here.
  Here is an example of the command to create a cookbook:
```
add_cookbook 'My new cookbook' 'I am cookbook description' "['analogical-similarity','auto-categorisation']"
```
  Once you've created your cookbook, the tags and categories will automatically be filled in according to the selected recipe.

View the newly created recipe or cookbook:

Enter:
```
view_recipe my-new-recipe
```
Enter:
```
view_cookbook my-new-cookbook
```

You can view more information on how to create benchmark tests here.