Principle:Evidentlyai Evidently Monitoring UI Launch
| Knowledge Sources | |
|---|---|
| Domains | ML_Monitoring, Visualization, Infrastructure |
| Last Updated | 2026-02-14 12:00 GMT |
Overview
A web service launch mechanism that starts the Evidently monitoring dashboard UI for interactive visualization of stored snapshots.
Description
Monitoring UI Launch starts a web server that serves the Evidently monitoring dashboard. The dashboard provides interactive visualization of all projects, snapshots, and dashboard panels stored in a Workspace. Users can browse projects, view metric trends, inspect individual snapshots, and analyze test results.
Usage
Use as the final step in a monitoring dashboard setup workflow, after creating a Workspace, adding projects, configuring panels, and storing snapshots.
Theoretical Basis
The monitoring UI follows a server-side rendering pattern where a Litestar web server serves a React frontend that queries the workspace data:
# Pseudocode
server = create_web_server(workspace_path)
server.serve(host, port)
# Browser connects to http://host:port
# Frontend renders dashboard panels from workspace data
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