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feat: enhance document extraction capabilities with new tutorials and integrations for Apache Tika and Docling
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title: "🐍 Code Execution"
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---
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COMING SOON!
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Open WebUI offers powerful code execution capabilities directly within your chat interface, enabling you to transform ideas into actionable results without leaving the platform.
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## Key Features
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- **Python Code Execution**: Run Python scripts directly in your browser using Pyodide, with support for popular libraries like pandas and matplotlib no setup required.
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- **MermaidJS Rendering**: Create and visualize flowcharts, diagrams, and other visual representations with MermaidJS syntax that automatically renders in your chat.
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- **Interactive Artifacts**: Generate and interact with rich content like HTML websites, SVG graphics, and JavaScript visualizations directly within your conversations.
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These execution capabilities bridge the gap between conversation and implementation, allowing you to explore ideas, analyze data, and create visual content seamlessly while chatting with AI models.
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