Implementation:Evidentlyai Evidently Project Add And Configure

Knowledge Sources	Evidently Evidently UI Guide
Domains	ML_Monitoring, Infrastructure
Last Updated	2026-02-14 12:00 GMT

Overview

Concrete methods for creating and configuring monitoring projects within an Evidently Workspace provided by the Evidently library.

Description

Workspace.add_project() creates a new Project from a ProjectModel and returns a Project object with name, description, id, and dashboard properties. The Project's dashboard property provides methods for adding panels.

Usage

Call after Workspace.create() to create a monitoring project.

Code Reference

Source Location

• Repository: evidently
• File: src/evidently/ui/workspace.py
• Lines: L146-265 (Project class), L782-794 (Workspace.add_project)

Signature

class Workspace:
    def add_project(
        self,
        project: ProjectModel,
        org_id: Optional[OrgID] = None,
    ) -> Project:
        """Add a new project to the workspace.
        Args:
            project: ProjectModel with name and configuration.
            org_id: Optional organization ID.
        Returns:
            Project object.
        """

class Project:
    # Properties: id, name, description, dashboard
    def save(self):
        """Persist project changes."""

Import

from evidently.ui.workspace import Workspace
from evidently.ui.workspace import ProjectModel  # or create inline

I/O Contract

Inputs

Name	Type	Required	Description
project	ProjectModel	Yes	Project configuration with name field
org_id	Optional[OrgID]	No	Organization identifier

Outputs

Name	Type	Description
return value	Project	Project with id, name, description, dashboard properties

Usage Examples

from evidently.ui.workspace import Workspace

ws = Workspace.create("monitoring")

# Create project
from evidently.ui.workspace import ProjectModel
project = ws.add_project(ProjectModel(name="Fraud Detection Model"))
project.description = "Production fraud detection monitoring"
project.save()

print(f"Project ID: {project.id}")

Related Pages

Implements Principle

• Principle:Evidentlyai_Evidently_Project_Configuration

Requires Environment

• Environment:Evidentlyai_Evidently_SQL_Storage_Environment