texera

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<h1 align="center">Apache Texera - Human-AI Collaborative Data Science Using Visual Workflows</h1>

<p align="center">
  <a href="https://texera.io"> <img src="frontend/src/assets/logos/full_logo_small.png" alt="texera-logo" height="150px"/> </a>
  <br>
  <i>Apache Texera (Incubating) is an open-source platform for human-AI collaborative data science using visual workflows.</i>
  <br>
  
  <h4 align="center">
    <a href="https://texera.apache.org/">Official Site</a>
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    <a href="https://texera.io/category/video/">Video</a>
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    <a href="https://texera.io/publications/">Publications</a>
    | 
    <a href="https://texera.io/category/blog/">Blog</a>
    <br>
  </h4>
  
</p>
</p>
<p align="center">
  <img alt="Static Badge" src="https://img.shields.io/badge/Users-332-blue">
  <img alt="Static Badge" src="https://img.shields.io/badge/Projects-86-blue">
  <img alt="Static Badge" src="https://img.shields.io/badge/Workflows-2,481-blue">
  <img alt="Static Badge" src="https://img.shields.io/badge/Executions-51K-blue">
  <img alt="Static Badge" src="https://img.shields.io/badge/Workflow_Versions-357K-blue">
  <img alt="Static Badge" src="https://img.shields.io/badge/Deployments-7-blue">
  <img alt="Static Badge" src="https://img.shields.io/badge/Largest_Deployment-100_nodes,_400_cores-green">
  <a href="https://app.codecov.io/gh/apache/texera"><img alt="Coverage" src="https://img.shields.io/codecov/c/github/apache/texera/main?logo=codecov&label=coverage"></a>
</p>

Apache Texera (Incubating) is an open-source platform for human-AI collaborative data science using visual workflows. It enables human 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 platform has the following key features:

* Natural-language data science through AI agents 
* I