I am building a bot that takes inputs from users and performs action. Now I want it to differentiate between commands that contain single task and multiple tasks.

How can I make this a reality? Should I utilize prompting but there are infinite types of commands and infinite ways they can be represented, I doubt if an LLM will be able to comprehend it across all commands.

Or should I train a model or fine-tune an LLM to comprehend it but yet again the dataset would be too big and there will be infinite ways a single command can be represented.

What do you guys suggest I do?

I tried prompting GPT-3.5 with the following:

Carefully, analyze the request for multiple tasks and generate JSON output for all requests in below format:
            When there are multiple tasks:
            {{ 'task': the task, 'type': 'multiple_task' }}
            When there is a single task:
            {{'task': the task, 'type': 'single_task'}}

            ### Example Analysis:

            For the request: "how many executions happen with success and fail so far"

            This is considered a multiple task because it is asking for two distinct counts:
            1. The count of successful executions.
            2. The count of failed executions.

            Therefore, the JSON output for this request should indicate multiple tasks.

            Example JSON output for this request:
            {
                "requests": {{
            'task': 'how many execution happen with success and fail so far',
            'type': 'multiple_task'
            }}
            }
            
            Now do the same for the following user request.
            User request: 

It gives some correct responses but when I send :
When a New google calendar event is created, post a message to general channel in slack plus sync it to Salesforce leads
It gives me:

{
    "requests": [
        {
            "task": "When a New google calendar event is created, post a message to general channel in slack",
            "type": "single_task"
        },
        {
            "task": "sync it to Salesforce leads",
            "type": "single_task"
        }
    ]
}