This innovative product streamlines the online shopping experience by allowing users to communicate their shopping needs through voice or text, eliminating the need for manual searching and clicking. Through personalized search refinement dialogues, Shop by VOICE helps users find the most suitable products in the shortest number of steps. By understanding user intents, it delivers personalized results and performs requested actions, such as adding items to the cart or going through the checkout process. Shop by VOICE revolutionizes e-commerce by providing a voice-based solution that simplifies the online shopping process.