llm_filter_prompt

gistfile1.txt

def ask_llm_to_get_filter (items, query):
    all_text = get_all_items (items)
    #all_text = get_all_above_score (items, 0.9)
    role = 'you are an expert at going through text and finding filter expressions inside text given for specific task. Only use the functions you have been provided with.'

    desc = """ 
    # how to find the filter expresison
    - the filter expressions have characters with dots inside them.
    - the task that the filter expression will help with is right around the that filter expression
    - you must pick one filter expression that best suits the task , the event filter must not have OR or AND 

    for example , in the below text, system.org.captcha.deactivate is the filter expression for 
    disabling captcha for all users across the company.

    'system.org.captcha.deactivate\n'
    'Disable org-wide captcha support. Indicates when '
    'org-wide captcha support is disabled. This event is '
    'fired when org admin disables org-wide captcha support '
    'for all pages.\n'
    """

    response = openai.ChatCompletion.create(
        model="gpt-3.5-turbo-16k",
        messages=[
            { "role": "system", "content": role + "\n task:" + query },
            { "role": "user", "content": desc + "\ntext:" + all_text}
        ],
        functions = [okta_filters.openai_schema],
        temperature=0.5,
        max_tokens=8000
    )
    
    print (response)
    return response