As the founding team of TalentAINow, we’re thrilled to announce the launch of SmartDataAI, our first open-source library! We’ve always been grateful for the support of the open-source Python community, which has helped us accelerate the development of our analytics platform. Now, it’s our turn to give back.
SmartDataAI is designed to make data cleaning, transformation, charting, and analysis a breeze—all within one simple package. Built with the latest in generative AI technology, it can integrate seamlessly into any notebook and be easily implemented with platforms like FastAPI or Streamlit.
With SmartDataAI, we aim to empower everyone to become a data wizard—no more fears of messy data! Get instant insights at the click of a button. Based on this library, we’ve successfully launched our SmartData platform, helping users transform raw data into actionable insights effortlessly.
How is SmartDataAI different from PandasAI?
- Built-in data cleaning: Automated cleaning processes, including handling missing data and outliers, are seamlessly integrated.
- Direct charting output: Generates chart outputs directly as Matplotlib objects, ready for display or saving.
- Pandas dataframe integration: Easily outputs cleaned and transformed data as new pandas dataframes for further analysis.
You can install SmartDataAI via pip here: pip install smartdataai.
You can see examples and documentation here: github smartdataai.
Watch the full demo here.
We’re incredibly proud to contribute this tool to the community and look forward to seeing what you’ll build with it!
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