Streamlit, an open source framework, enables developers to create web applications entirely in Python, simplifying the development process by utilizing preconfigured elements from the Streamlit API. This allows Python developers, machine learning engineers, data analysts, and data scientists to develop stunning applications without requiring a full software development team. Streamlit provides various features such as caching, hot reload, and GPU acceleration to speed up application development. By leveraging InfluxDB, a time series database, users can create real-time dashboards to visualize and analyze weather data. The framework provides an intuitive way to build interactive plots, including line charts, area charts, and bar charts, making it easier for developers to share their data with others.