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munchiemascot's Introduction

MunchieMascot

Your personal culinary AI-chatbot

#Writeup

MunchieMascot is an end-to-end chatbot for recipe generation, developed using VS Code. It utilizes the RAW_recipes.csv dataset from Kaggle to provide detailed and diverse recipe suggestions. The frontend, created with Vite.js, ensures a fast and modern user interface. The model was trained using GloVe embeddings (glove.6B.100d.txt) and achieved an impressive accuracy of 98%. The dataset was preprocessed by converting text to lowercase and tokenizing it, ensuring high-quality input for the model. This integration of advanced natural language processing techniques with comprehensive recipe data allows MunchieMascot to deliver tailored culinary recommendations efficiently and accurately.

App Snapshots

Search Recipes View Recipe View Recipe

Model Training

Loss Graph View Recipe

munchiemascot's People

Contributors

jayadithya-g7 avatar

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