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This is defined by a <<all_tools>> token that is dynamically replaced at runtime with the tools defined/chosen by the user.

A set of examples of tasks and their solution

Current example, and request for solution.

To better understand each part, let's look at a shortened version of how the run prompt can look like:
````text
I will ask you to perform a task, your job is to come up with a series of simple commands in Python that will perform the task.
[]
You can print intermediate results if it makes sense to do so.
Tools:
- document_qa: This is a tool that answers a question about a document (pdf).