This diagram illustrates a data pipeline system where users interact with a Chatbot to submit queries. The queries are processed by a Query Processor and passed to a Data Processor/Data Pipeline. This system leverages Machine Learning (ML) Models to enhance data analysis and predictions. The output is then visualized through Data Visualization tools, providing users with reports and insightful predictions. The seamless flow of data from query to visualization ensures effective and efficient decision-making for businesses and researchers alike.