International Journal of Scientific Research and Engineering Development

The project Voice-Enabled AI Recipe Generator Based on Available Ingredients focuses on creating an intelligent system that automatically generates cooking recipes from user-given ingredients. It uses advanced Transformer-based language models like Gemini or GPT to produce natural, step-by-step recipe instructions. The assistant supports both voice input and output, allowing users to interact hands-free while cooking. A user-friendly Streamlit interface is developed for smooth interaction and accessibility. The system validates ingredients using AI before processing them for recipe generation. It also offers random recipe suggestions to inspire users. The generated output includes the recipe name, required ingredients, preparation steps, and a cooking tip. The project demonstrates how AI and NLP can make cooking more interactive, efficient, and personalized. By fine-tuning on datasets like RecipeNLG, the system’s recipe quality and creativity can be further enhanced. Overall, it showcases the power of modern AI models in real-world text generation applications

Dr.Jim Mathew Philip, S.Akashraj, C.Akil, V.Inbanathan, S.Hariharan,"Voice-Enabled AI Recipe Generator Based on Available Ingredients" International Journal of Scientific Research and Engineering Development, V9(2): Page(1573-1578) Mar-Apr 2026. ISSN: 2581-7175. www.ijsred.com. Published by Scientific and Academic Research Publishing.