SmartChart is a basic proof-of-concept AI app that can analyze data and generate relevant charts based on identified insights.
Currently built using Next.js, OpenAI, and deployed on Vercel.
Shadcn/ui is used for easy, clean UI components - including new Charts components which uses Recharts under the hood.
- Simple UI to drag-and-drop or select csv files from local computer
- Dynamically render table based on provided data
- Vercel AI SDK (currently w/ OpenAI
gpt-4o-mini) to analyze csv data and "identify insights" using generate structured output based on prompt + csv data - Creating chart with summary of analysis insights based on structured response
- Support additional chart types (bar, scatter, radial, etc)
- Support multiple "insights" with 2+ charts
- Optimize model + prompt for ideal cost/performance
- Add optional data samples to easily demo app
- Improve layout and styling