The OpenAI Normalizer component leverages OpenAI’s GPT model to intelligently normalize and structure grocery or food item data from unstructured text (like receipts or shopping lists).It transforms messy product names into canonical, structured JSON — identifying the item’s standard name, brand, quantity, and whether it is organic.
This component is especially useful for:
Grocery receipt parsing
Inventory standardization
Product data cleaning before analytics
Importing external datasets with inconsistent naming
The API we are using in this component is a free public API