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Based on the ingredients and preferences of the user the system using our novel methodology provides recommendations for meals to the user.

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UtkarshBagaria/Recipe_Recommender

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Recipe_Recommender

A Recipe Recommender to encourage one to put together meals based of off the ingredients at one’s disposal.

CDSAML

The system works by asking the user to provide all their available ingredients and preferences as input. Based on these inputs provided by the user, several recipe recommendations are provided. Several technologies for pre-processing and data collection were used like automation softwares and the pandas library in python. Several strategies like tf-idf, weighing parameters were used to determine weights and rankings of recommendations. The data is converted to a knowledge graph in Neo4j. Output is first filtered based of off the input and then ranked using our novel method.

An example to show the working of the system:

Input

Screenshot 2023-08-04 202324

Output Snippet

Screenshot 2023-08-04 202440

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Based on the ingredients and preferences of the user the system using our novel methodology provides recommendations for meals to the user.

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