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Implementation:Evidentlyai Evidently Evidently UI CLI

From Leeroopedia
Knowledge Sources
Domains ML_Monitoring, Infrastructure
Last Updated 2026-02-14 12:00 GMT

Overview

Concrete CLI command for launching the Evidently monitoring dashboard web server provided by the Evidently library.

Description

The evidently ui CLI command starts a Litestar/uvicorn web server that serves the Evidently monitoring dashboard. It reads projects and snapshots from a local Workspace directory and serves them via a React frontend.

Usage

Run from the command line after setting up a Workspace with projects and snapshots.

Code Reference

Source Location

  • Repository: evidently
  • File: src/evidently/cli/ui.py
  • Lines: L88-133

Signature

evidently ui [OPTIONS]

Options:
  --host TEXT          Service host (default: 127.0.0.1)
  --port INTEGER       Service port (default: 8000)
  --workspace TEXT     Path to workspace (default: workspace)
  --demo-projects TEXT Comma-separated demo project names
  --secret TEXT        Secret for write operations
  --conf-path TEXT     Path to configuration file

Import

# CLI command, no Python import needed
pip install evidently
evidently ui --workspace ./monitoring --port 8080

I/O Contract

Inputs

Name Type Required Description
--host str No Server host (default: 127.0.0.1)
--port int No Server port (default: 8000)
--workspace str No Workspace directory path (default: "workspace")
--demo-projects str No Comma-separated demo project names
--secret str No Write operation secret

Outputs

Name Type Description
Web server HTTP Dashboard accessible at http://host:port

Usage Examples

Launch with Default Settings

evidently ui
# Dashboard at http://127.0.0.1:8000

Launch with Custom Settings

evidently ui --workspace ./my_monitoring --host 0.0.0.0 --port 8080
# Dashboard at http://0.0.0.0:8080

Launch with Demo Projects

evidently ui --demo-projects all
# Creates and displays demo projects

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