Based on our public discussion in https://github.com/apache/texera/discussions/4404 , I drafted the following positioning text for Texera. Please share your comments and suggestions. We plan to use the final text on related web sites after the first Apache release.
Chen Li Apache Texera (Incubating) PPMC Apache Texera (Incubating) is an open-source system for human-AI collaborative data science using visual workflows. It enables analysts to construct, execute, and refine data analysis tasks through an intuitive GUI, assisted by AI agents that understand natural-language instructions. Texera is well suited for a wide range of applications, including “AI for Science,” by making advanced AI and data science capabilities accessible to a broader community. It can run on a laptop for local use or be deployed in the cloud to support scalable processing of large datasets. The system has the following key features: - Natural-language data science through AI chatbots - Intuitive GUI-based workflows for data analysis - Parallel backend engine for scalable big-data processing - Real-time collaboration for workflow editing and execution - User-defined functions in Python and Java - Separation of compute and storage for flexible cloud deployment - Runtime debugging and interactive workflow execution - Cloud-native deployment support - Multi-tenant support with workload isolation - Extensible architecture for integrating external web services For more information, please visit https://texera.apache.org/.
