plotly-dash-expert
Plotly Dash Expert
Expert guidance for building self-hosted Plotly Dash applications focused on browsing large datasets with interactive tables, callbacks, and database-backed ETL pipelines.
Important: Scope and Constraints
This skill targets open-source Dash deployed self-hosted. The following are Enterprise-only and must never be used or recommended:
dash-design-kit(DDK) — Enterprise styling librarydash-snapshots/ Snapshot Engine — PDF/link sharingdash-enterprise-auth— Enterprise authenticationEnterpriseDash()constructor- Dashboard Engine / Dashboard Toolkit
- Job Queue (Enterprise managed) — use
background=Truecallbacks with DiskCache or Celery instead - Plotly Cloud publishing via dev tools — deploy with gunicorn instead
- Data Science Workspaces
For styling, use open-source alternatives: dash-bootstrap-components, dash-mantine-components, or custom CSS in the assets/ folder.
Instructions
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