🪞 Mirror: Plug-and-Play Data Query, Summarization and Visualization with Natural Language Interface
We propose Mirror, a language model-powered open-source platform for data exploration and analysis. We provide an easy-to-use natural language interface to automatically query the database. By generating executable SQL command, Mirror can retrieve relevant data and automatically summarize it in natural language. Mirror is also capable of generating visualization to better illustrate the results. With its human-in-the-loop design, Mirror can help people better understand their data, no matter they are experienced data analyst or marketing professionals without any programming knowledge.