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For datasets imported from Data Warehouses, you can also setup a Scheduled Task Run that will automatically run a Labeling Task on new data as it arrives in your Data Warehouse. Refuel periodically reads new data, labels it using the guidelines and writes the data back into your Data Warehouse. This allows a super efficient way to clean and enrich data coming from different applications in your Warehouse.
1

Import Dataset

You can import a dataset from any of our supported Data Warehouses
2

Setup a Labeling Task

Once the dataset is imported, you can setup a task consisting of LLM guidelines for the transformation you want to perform on your dataset. For example, for the Yelp dataset, you might want to create a task that categorizes review sentiment, extracts topics and opinions from the review.
3

Setup Scheduled Run

On the datasets page, you can click on the Schedule button from the dropdown menu and select the tasks you want to run on a schedule.Schedule Task ButtonSchedule Task
By default, we run the scheduled tasks once every day. If you wish to run it more frequently, drop us a message at [email protected].