Jump to content

Connect SuperML | Leeroopedia MCP: Equip your AI agents with best practices, code verification, and debugging knowledge. Powered by Leeroo — building Organizational Superintelligence. Contact us at founders@leeroo.com.

Implementation:Mlflow Mlflow Sidebars

From Leeroopedia
Revision as of 13:19, 16 February 2026 by Admin (talk | contribs) (Auto-imported from implementations/Mlflow_Mlflow_Sidebars.md)
(diff) ← Older revision | Latest revision (diff) | Newer revision → (diff)
Knowledge Sources
Domains Documentation, Navigation, Frontend
Last Updated 2026-02-13 20:00 GMT

Overview

Defines the main (legacy) sidebar navigation structure for the MLflow documentation site.

Description

sidebars.ts exports a SidebarsConfig object that defines the docsSidebar, the primary navigation hierarchy for the legacy MLflow documentation layout. This sidebar predates the split into separate Classic ML and GenAI documentation sections and provides a unified view of all MLflow documentation.

The sidebar is organized into the following top-level categories:

  • Getting Started -- Quickstart guide, introduction, running notebooks, Databricks trial, and additional tutorials including hyperparameter tuning, model registry tutorial, and tracking server overview
  • Machine Learning -- Three subcategories: LLM/GenAI (with OpenAI, LangChain, DSPy, LlamaIndex, Transformers, Sentence Transformers integrations), Deep Learning, and Traditional ML
  • Build -- MLflow Tracking (with autolog, search, system metrics), MLflow Model, and MLflow Prompts
  • Evaluate & Monitor -- MLflow Evaluation, MLflow Tracing (Observability), and MLflow Dataset
  • Deploy -- Model Registry, MLflow Serving, and MLflow AI Gateway
  • Team Collaboration -- Self-Hosting, Managed Services, Access Control, and MLflow Projects
  • API References -- Links to Python, Java, R, REST API, and CLI documentation
  • More -- Contributing guide, blog links, and plugins

Each category uses a combination of doc items (linking to specific pages), category items (grouping related pages), link items (external or cross-section links), and autogenerated items (auto-discovering pages from directory structures). The apiReferencePrefix() helper function is used to construct correct URLs for API reference links.

Usage

This sidebar configuration is referenced by the legacy documentation plugin. For new documentation work, prefer modifying sidebarsClassicML.ts or sidebarsGenAI.ts instead.

Code Reference

Source Location

Signature

import type { SidebarsConfig } from '@docusaurus/plugin-content-docs';
import { apiReferencePrefix } from './docusaurusConfigUtils';

const sidebars: SidebarsConfig = {
  docsSidebar: [
    // ... sidebar items ...
  ],
};

export default sidebars;

Import

// Referenced in docusaurus.config.ts via sidebarPath option
// Not directly imported by application code

I/O Contract

Inputs

Name Type Required Description
N/A N/A N/A This is a static configuration file with no runtime inputs

Outputs

Name Type Description
sidebars SidebarsConfig Configuration object consumed by Docusaurus to render navigation sidebar

Sidebar Structure

Top-Level Categories

Category Collapsed Key Contents
Getting Started No Quickstart, Introduction, Running Notebooks, Databricks Trial, Tutorials
Machine Learning No LLM/GenAI, Deep Learning, Traditional ML
Build No Tracking, Model, Prompts
Evaluate & Monitor No Evaluation, Tracing, Dataset
Deploy No Model Registry, Serving, AI Gateway
Team Collaboration Yes Self-Hosting, Managed Services, Access Control, Projects
API References Yes Python, Java, R, REST, CLI
More Yes Contributing, Blog, Plugins

Usage Examples

Adding a New Documentation Page

// To add a new page to the "Build" section:
{
  type: 'doc',
  id: 'new-feature/index',
  label: 'New Feature',
}

Related Pages

Page Connections

Double-click a node to navigate. Hold to expand connections.
Principle
Implementation
Heuristic
Environment