GPT

"GPT" is a task that allows you to enrich or transform your data with AI using OpenAI's chat completion models.

Usage

For example, you have such a pipeline consisting of two tasks:

The first task returns a JSON with the list of items, containing an item ID and amount:

[
    {
        "id": 1,
        "amount": 33
    },
    {
        "id": 2,
        "amount": 150
    },
    {
        "id": 3,
        "amount": 4000
    }
]

Now you can ask chat GPT to transform this data. For example, multiply all amounts by 3:

And this is what the task returns:

Of course, such a simple multiplication can be done by other tasks without the use of AI, but that's just an example and you can use ChatGPT for much more. Some other ideas:

• Generate missing postal codes for the list of addresses

• Clean up organization names in the list

• Convert amounts from one currency to another

• Rewrite texts on the fly

• And so on and so on

For example, if you have a list of addresses missing postal codes like this:

[
  {
    "country": "United States",
    "state": "Michigan",
    "city": "Detroit",
    "address": "2645 Woodward Ave"
  },
  {
    "country": "Canada",
    "province": "Alberta",
    "city": "Edmonton",
    "address": "104 Ave NW"
  },
  {
    "country": "United States",
    "state": "Florida",
    "city": "Sunrise",
    "address": "1 Panther Pkwy"
  }
]

With the workflow as above and that message to chat GPT:

You will get the perfect result;

Configuration

To be able to use this task, you need to configure your API Secret Key and choose a model you want to use:

TASK_RUNNER_OPENAI_GPT_KEY=%%YOUR_KEY_IS_HERE%%
TASK_RUNNER_OPENAI_MODEL=gpt-4o-mini

The following two variables need to be placed in the file ./processor/taskrunner/.env.

Read more about API Keys and available models in the official OpenAI reference guide.