Good morning, everyone. I want to create a kind of virtual assistant in RASA, and I would like to feed my chatbot some food recipes so that, through Machine Learning techniques, it will go and create a food recipes for me based on the information it has learned in the training set.
How can I do this?
Scrape Recipes: Use web scraping tools to collect recipes for dishes like apple snicker salad from reliable websites.
Structure the Data: Extract and organize information like ingredients (including quantities for each ingredient in an apple snicker salad recipe), instructions, dietary restrictions (indicate if a recipe is vegan, gluten-free, etc. based on the ingredients), and cuisine type.
Preprocess Text: Clean the text data by removing irrelevant information like HTML tags and standardizing measurements (convert all measurements to a common unit system for ingredients in the apple snicker salad recipes).