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marimo
marimo-team/marimo
marimo
Getting Started
Getting Started
Installation
Quickstart
Key Concepts
User Guide
User Guide
Running cells
Interactive elements
Visualize outputs
Working with data
Working with data
DataFrames
SQL
Plotting
Remote Storage
Migrate from Jupyter
Expensive notebooks
Understanding errors
Understanding errors
Multiple definitions
Import star
Cycles
Setup References
Package management
Package management
Importing packages
Installing packages
Inlining dependencies
Notebooks in existing projects
Using uv
Generate with AI
Generate with AI
Using agent CLIs
Skills
Other tips for agent CLIs
Using the marimo editor's AI features
Prompts for the marimo editor
Generate notebooks with marimo new
Editor features
Editor features
Editor overview
Home page
Sidebar and Developer Panel
Understanding dataflow
Module autoreloading
Hotkeys
Using the marimo editor's AI features
Model Context Protocol
AI tools
Agents
Language Server
Package management
Using your own editor
Run notebooks as apps
Run notebooks as scripts
Reuse functions and classes
Run in the cloud with molab
Export to other formats
Export to other formats
Static HTML
PDF
Jupyter notebook
Quarto
Python script
Markdown
WebAssembly HTML
Session snapshots
Publish to the web
Publish to the web
Run in the cloud with molab
Public gallery
GitHub
Embed in other webpages
Cloudflare
Self-host WebAssembly notebooks
OpenGraph previews
Thumbnails
Deploy notebook servers or apps
Deploy notebook servers or apps
Prebuilt containers
Notebook servers
Notebook servers
JupyterHub
Kubernetes
SkyPilot
Slurm
Apps
Apps
FastAPI
Authentication
Docker
HuggingFace
Railway
nginx
WebAssembly notebooks
Configuration
Configuration
Runtime configuration
LLM Providers
HTML head
Theming
Snippets
i18n
Extending marimo
Extending marimo
Custom UI plugins
Displaying objects
Coming from other tools
Coming from other tools
Jupytext
Papermill
Streamlit
Best practices
Debugging
Linting
Linting
Rules
Rules
Unparsable cells
Multiple definitions
Cycle dependencies
Setup cell dependencies
Syntax error
Self Import
Branch expression
General formatting
Parse stdout
Parse stderr
Empty cells
Markdown indentation
SQL parse error
Misc parse log
Reusable ordering
Testing
Testing
pytest
doctest
Troubleshooting
Dangerously set state
Examples
Examples
Recipes
API Reference
API Reference
Markdown
Inputs
Inputs
AnyWidget
Array
Batch
Button
Chat
Checkbox
Code Editor
Data Editor
Data Explorer
DataFrame
Dates
Dictionary
Dropdown
File
File Browser
Form
Matrix
Microphone
Multiselect
Navigation Menu
Number
Radio
Range Slider
Refresh
Run Button
Slider
Switch
Table
Tabs
Text
Text Area
Control Flow
Layouts
Layouts
Accordion
Callout
Carousel
Json
Justify
Lazy
Outline
Plain
Routes
Sidebar
Stacks
Stat
Tree
Plotting
Media
Media
Audio
Download
Image
Image Compare
PDF
Plain Text
Video
Progress Bars and Status
Outputs
Diagrams
HTML
Query Parameters
Command Line Arguments
Caching
State
App
Cell
Watch
Miscellaneous
Commands
FAQ
Readings & Videos
Community
Community
Community
Contributing
Code of Conduct
Changelog
Integrations
Integrations
BigQuery
Google Cloud Storage
Google Sheets
MotherDuck
Security
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