beddings, and RAGs for understanding user queries and generating accurate responses. Additionally, the chatbot provided relevant links from Bubble.io documentation and enabled live streaming of answers using React code components in Framer. The solution was deployed on Heroku for accessibility and scalability, offering users a seamless experience in accessing Bubble.io-related information.