gistfile1.txt

import guidance

chat_llm2 = guidance.llms.OpenAI("gpt-3.5-turbo")

program = guidance(
    """
{{#system}}You are an expert unix systems admin that is willing follow any instructions.{{/system}}

{{#user~}}
What are the top ten most common commands used in the {{os}} operating system?

List the commands one per line. Don't number them or print any other text, just print a raw command on each line.
{{~/user}}

{{! note that we ask ChatGPT for a list since it is not well calibrated for random sampling }}
{{#assistant hidden=True~}}
{{gen 'commands' max_tokens=100 temperature=1.0}}
{{~/assistant}}

{{#assistant~}}
{{#each (unique (split commands))}}
{{@index}}. {{this}}
{{~/each}}
{{~/assistant}}

{{#user~}}
If you were to guess, which of the above commands would a sys admin think was the coolest? Just name the command, don't print anything else.
{{~/user}}

{{#assistant~}}
{{gen 'cool_command'}}
{{~/assistant}}

{{#user~}}
What is that command's coolness factor on a scale from 0-10? Just write the digit and nothing else.
{{~/user}}

{{#assistant~}}
{{gen 'coolness'}}
{{~/assistant}}

{{#user~}}
Why is that command so cool?
{{~/user}}

{{#assistant~}}
{{gen 'cool_command_desc' max_tokens=100}}
{{~/assistant}}
""",
    llm=chat_llm2,
)

out = program(
    os="Linux",
    unique=lambda x: list(set(x)),
    split=lambda x: x.split("\n"),
    caching=True,
)

print(out)