Intelligent Recipe Finder and Meal Planner with Multilingual Ingredient Recognition
P. Uma1, T. Purna Siva Sai Manikanta2, S. Harika3, N Sowjanya4, T. Karthikeya Reddy5
1Assistant Professor, Department of CSE-(AI&ML), Raghu Engineering College, Visakhapatnam, India
2Department of CSE-(AI&ML), Raghu Institute of Technology, Visakhapatnam, India
3Department of CSE-(AI&ML), Raghu Institute of Technology, Visakhapatnam, India
4Department of CSE-(AI&ML), Raghu Institute of Technology, Visakhapatnam, India
5Department of CSE-(AI&ML), Raghu Institute of Technology, Visakhapatnam, India
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Abstract -An AI-powered recipe generator and meal planner application exists that Streamlit implements along with the OPT-1.3B pretrained language model from Meta AI. Through the system users can provide ingredient lists that result in structuring recipes through Natural Language Generation (NLG) techniques. The application interacts with the OPT-1.3B model through transformers library and manages memory efficiency through torch_dtype=torch.float16 specification to run on diverse platforms. The application formats generated recipes in an understandable way while including essential sections that display the ingredients followed by step-by-step instructions. Users experience convenience through the interactive Streamlit web interface because it generates recipes in real-time. The application provides capabilities for generating dynamic recipes through its format-enhancing features which improve user interactions.The PoojaBhati/recipe_dataset collection enables developers to train their models more effectively for recipe generation operations. The system presents both extensibility and scalability features and future implementation will include multilingual capability and dietary preference filter functionality. The automatic meal planning program using AI has the capability to serve home cooks and professionals as well as automate recipe development procedures.
Key Words: AI-powered recipe generator, Streamlit, OPT-1.3B, Natural Language Generation (NLG), Recipe generation, Transformers, Recipe dataset, Fine-tuning, Torch, Interactive recipe planner, Meal planning.
