385d2cf386
- Add complete API documentation and architecture guides - Include quick start, installation, and deployment guides - Add troubleshooting and security documentation - Include CLI reference and configuration schema docs - Add production monitoring and operations guides - Implement MkDocs configuration with search functionality - Include comprehensive user and developer documentation Provides complete documentation for users and developers covering all aspects of the FetchML platform.
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</label>
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<a href="./" class="md-nav__link md-nav__link--active">
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<span class="md-ellipsis">
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Quick Start
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</span>
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</a>
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<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
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<label class="md-nav__title" for="__toc">
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<span class="md-nav__icon md-icon"></span>
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Table of contents
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<li class="md-nav__item">
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<a href="#prerequisites" class="md-nav__link">
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<span class="md-ellipsis">
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Prerequisites
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</li>
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<li class="md-nav__item">
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<a href="#one-command-setup" class="md-nav__link">
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<span class="md-ellipsis">
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One-Command Setup
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="#first-experiment" class="md-nav__link">
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<span class="md-ellipsis">
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First Experiment
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</a>
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</li>
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<li class="md-nav__item">
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<a href="#cli-access" class="md-nav__link">
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<span class="md-ellipsis">
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CLI Access
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<li class="md-nav__item">
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<a href="#related-documentation" class="md-nav__link">
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<span class="md-ellipsis">
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Related Documentation
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<a href="#troubleshooting" class="md-nav__link">
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Troubleshooting
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</ul>
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</nav>
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<li class="md-nav__item">
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<a href="../installation/" class="md-nav__link">
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<span class="md-ellipsis">
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Simple Installation Guide
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</span>
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</a>
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<li class="md-nav__item">
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<a href="../first-experiment/" class="md-nav__link">
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<span class="md-ellipsis">
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First Experiment
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</span>
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</a>
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</li>
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</ul>
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</nav>
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Development
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<span class="md-nav__icon md-icon"></span>
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<span class="md-nav__icon md-icon"></span>
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Development
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
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<a href="../development-setup/" class="md-nav__link">
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<span class="md-ellipsis">
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Development Setup
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../testing/" class="md-nav__link">
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<span class="md-ellipsis">
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Testing Guide
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../architecture/" class="md-nav__link">
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<span class="md-ellipsis">
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Homelab Architecture
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../cli-reference/" class="md-nav__link">
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<span class="md-ellipsis">
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CLI Reference
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../zig-cli/" class="md-nav__link">
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<span class="md-ellipsis">
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Zig CLI Guide
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../queue/" class="md-nav__link">
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<span class="md-ellipsis">
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Task Queue Architecture
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../smart-defaults/" class="md-nav__link">
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<span class="md-ellipsis">
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Smart Defaults
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../cicd/" class="md-nav__link">
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<span class="md-ellipsis">
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CI/CD Pipeline
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</span>
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</a>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle md-toggle--indeterminate" type="checkbox" id="__nav_4" >
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<label class="md-nav__link" for="__nav_4" id="__nav_4_label" tabindex="0">
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<span class="md-ellipsis">
|
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|
Operations & Production
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</span>
|
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|
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<span class="md-nav__icon md-icon"></span>
|
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</label>
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<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_4_label" aria-expanded="false">
|
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<label class="md-nav__title" for="__nav_4">
|
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<span class="md-nav__icon md-icon"></span>
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Operations & Production
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</label>
|
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<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
|
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<a href="../deployment/" class="md-nav__link">
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<span class="md-ellipsis">
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ML Experiment Manager - Deployment Guide
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../environment-variables/" class="md-nav__link">
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<span class="md-ellipsis">
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Environment Variables
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../production-monitoring/" class="md-nav__link">
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<span class="md-ellipsis">
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Production Monitoring Deployment Guide (Linux)
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../operations/" class="md-nav__link">
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<span class="md-ellipsis">
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Operations Runbook
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../redis-ha/" class="md-nav__link">
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<span class="md-ellipsis">
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Redis High Availability (Optional)
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../release-checklist/" class="md-nav__link">
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<span class="md-ellipsis">
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Release Checklist
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</span>
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</a>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle md-toggle--indeterminate" type="checkbox" id="__nav_5" >
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<label class="md-nav__link" for="__nav_5" id="__nav_5_label" tabindex="0">
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<span class="md-ellipsis">
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Security
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</span>
|
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<span class="md-nav__icon md-icon"></span>
|
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</label>
|
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|
<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_5_label" aria-expanded="false">
|
|
<label class="md-nav__title" for="__nav_5">
|
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<span class="md-nav__icon md-icon"></span>
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Security
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</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
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<li class="md-nav__item">
|
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<a href="../security/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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Security Guide
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</span>
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../api-key-process/" class="md-nav__link">
|
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<span class="md-ellipsis">
|
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FetchML API Key Process
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</span>
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../user-permissions/" class="md-nav__link">
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<span class="md-ellipsis">
|
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User Permissions in Fetch ML
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</span>
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</a>
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</li>
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</ul>
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</nav>
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</li>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle md-toggle--indeterminate" type="checkbox" id="__nav_6" >
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<label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
|
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<span class="md-ellipsis">
|
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Reference
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</span>
|
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<span class="md-nav__icon md-icon"></span>
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</label>
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<nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
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Configuration Schema
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<h1 id="quick-start">Quick Start<a class="headerlink" href="#quick-start" title="Permanent link">¶</a></h1>
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<p>Get Fetch ML running in minutes with Docker Compose.</p>
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<h2 id="prerequisites">Prerequisites<a class="headerlink" href="#prerequisites" title="Permanent link">¶</a></h2>
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<p><strong>Container Runtimes:</strong>
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- <strong>Docker Compose</strong>: For testing and development only
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- <strong>Podman</strong>: For production experiment execution</p>
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<ul>
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<li>Docker Compose (testing only)</li>
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<li>4GB+ RAM</li>
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<li>2GB+ disk space</li>
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</ul>
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<h2 id="one-command-setup">One-Command Setup<a class="headerlink" href="#one-command-setup" title="Permanent link">¶</a></h2>
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<div class="highlight"><pre><span></span><code><span class="c1"># Clone and start</span>
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git<span class="w"> </span>clone<span class="w"> </span>https://github.com/jfraeys/fetch_ml.git
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<span class="nb">cd</span><span class="w"> </span>fetch_ml
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docker-compose<span class="w"> </span>up<span class="w"> </span>-d<span class="w"> </span><span class="o">(</span>testing<span class="w"> </span>only<span class="o">)</span>
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<span class="c1"># Wait for services (30 seconds)</span>
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sleep<span class="w"> </span><span class="m">30</span>
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<span class="c1"># Verify setup</span>
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curl<span class="w"> </span>http://localhost:9101/health
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</code></pre></div>
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<h2 id="first-experiment">First Experiment<a class="headerlink" href="#first-experiment" title="Permanent link">¶</a></h2>
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<div class="highlight"><pre><span></span><code><span class="c1"># Submit a simple ML job (see [First Experiment](first-experiment.md) for details)</span>
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curl<span class="w"> </span>-X<span class="w"> </span>POST<span class="w"> </span>http://localhost:9101/api/v1/jobs<span class="w"> </span><span class="se">\</span>
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<span class="w"> </span>-H<span class="w"> </span><span class="s2">"Content-Type: application/json"</span><span class="w"> </span><span class="se">\</span>
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<span class="w"> </span>-H<span class="w"> </span><span class="s2">"X-API-Key: admin"</span><span class="w"> </span><span class="se">\</span>
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<span class="w"> </span>-d<span class="w"> </span><span class="s1">'{</span>
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<span class="s1"> "job_name": "hello-world",</span>
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<span class="s1"> "args": "--echo Hello World",</span>
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<span class="s1"> "priority": 1</span>
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<span class="s1"> }'</span>
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<span class="c1"># Check job status</span>
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curl<span class="w"> </span>http://localhost:9101/api/v1/jobs<span class="w"> </span><span class="se">\</span>
|
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<span class="w"> </span>-H<span class="w"> </span><span class="s2">"X-API-Key: admin"</span>
|
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</code></pre></div>
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<h2 id="cli-access">CLI Access<a class="headerlink" href="#cli-access" title="Permanent link">¶</a></h2>
|
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<div class="highlight"><pre><span></span><code><span class="c1"># Build CLI</span>
|
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<span class="nb">cd</span><span class="w"> </span>cli<span class="w"> </span><span class="o">&&</span><span class="w"> </span>zig<span class="w"> </span>build<span class="w"> </span>dev
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|
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<span class="c1"># List jobs</span>
|
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./cli/zig-out/dev/ml<span class="w"> </span>--server<span class="w"> </span>http://localhost:9101<span class="w"> </span>list-jobs
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|
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<span class="c1"># Submit new job</span>
|
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./cli/zig-out/dev/ml<span class="w"> </span>--server<span class="w"> </span>http://localhost:9101<span class="w"> </span>submit<span class="w"> </span><span class="se">\</span>
|
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<span class="w"> </span>--name<span class="w"> </span><span class="s2">"test-job"</span><span class="w"> </span>--args<span class="w"> </span><span class="s2">"--epochs 10"</span>
|
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</code></pre></div>
|
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<h2 id="related-documentation">Related Documentation<a class="headerlink" href="#related-documentation" title="Permanent link">¶</a></h2>
|
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<ul>
|
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<li><a href="../installation/">Installation Guide</a> - Detailed setup options</li>
|
|
<li><a href="../first-experiment/">First Experiment</a> - Complete ML workflow</li>
|
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<li><a href="../development-setup/">Development Setup</a> - Local development</li>
|
|
<li><a href="../security/">Security</a> - Authentication and permissions</li>
|
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</ul>
|
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<h2 id="troubleshooting">Troubleshooting<a class="headerlink" href="#troubleshooting" title="Permanent link">¶</a></h2>
|
|
<p><strong>Services not starting?</strong>
|
|
<div class="highlight"><pre><span></span><code><span class="c1"># Check logs</span>
|
|
docker-compose<span class="w"> </span>logs
|
|
|
|
<span class="c1"># Restart services</span>
|
|
docker-compose<span class="w"> </span>down<span class="w"> </span><span class="o">&&</span><span class="w"> </span>docker-compose<span class="w"> </span>up<span class="w"> </span>-d<span class="w"> </span><span class="o">(</span>testing<span class="w"> </span>only<span class="o">)</span>
|
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</code></pre></div></p>
|
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<p><strong>API not responding?</strong>
|
|
<div class="highlight"><pre><span></span><code><span class="c1"># Check health</span>
|
|
curl<span class="w"> </span>http://localhost:9101/health
|
|
|
|
<span class="c1"># Verify ports</span>
|
|
docker-compose<span class="w"> </span>ps
|
|
</code></pre></div></p>
|
|
<p><strong>Permission denied?</strong>
|
|
<div class="highlight"><pre><span></span><code><span class="c1"># Check API key</span>
|
|
curl<span class="w"> </span>-H<span class="w"> </span><span class="s2">"X-API-Key: admin"</span><span class="w"> </span>http://localhost:9101/api/v1/jobs
|
|
</code></pre></div></p>
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</article>
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