Code Interpreter & Artifacts
Analyze data, visualize results, and create interactive demos securely inside MomentumAI.
MomentumAI can run code and create interactive outputs directly in your chat using two related features:
Code Interpreter runs Python code to analyze data, process spreadsheets, perform calculations, and generate charts. This is what most users need for data work.
Artifacts creates interactive HTML or React visualizations, demos, and UI previews. Use this when you need visual, interactive outputs rather than data analysis.
Everything runs in a secure, sandboxed EU environment – your data never leaves your workspace.
Code Interpreter: Data Analysis
Use Code Interpreter when you need to calculate, analyze, or process data instead of just describing it.
Best For:
- Analyzing CSV or Excel files (XLSX)
- Creating data visualizations and charts
- Performing calculations on datasets
- Cleaning or transforming numerical data
- Running Python scripts for data processing
How Code Interpreter Works
1. Upload Your Data
Drag a CSV or XLSX file into chat. Code Interpreter activates automatically when you upload data files.
2. Ask Your Question
Try prompts like:
- "Show me a chart of revenue per month."
- "Find trends in this dataset."
- "Clean up missing values and calculate averages."
- "What are the top 5 performing products?"
3. Review Results
The generated chart, table, or analysis appears directly in your chat. You can download results, refine them, or ask follow-up questions.
Privacy Note: All code runs in an isolated, temporary container on EU servers. Your data never leaves MomentumAI's infrastructure, and no external network requests are made.
Artifacts: Interactive Visuals
Use Artifacts when you need interactive HTML demos, UI previews, or visual prototypes rather than data analysis.
Best For:
- Creating interactive HTML/CSS demonstrations
- Building visual UI previews or mockups
- Generating interactive charts or diagrams
- Prototyping simple web components
Example Prompts:
- "Create an interactive pricing calculator in HTML."
- "Build a visual timeline of our product roadmap."
- "Show me an interactive comparison table."
90% of users use Code Interpreter for data work. Artifacts is specialized for when you specifically need interactive HTML/React outputs instead of Python data analysis.