Capsule Lifecycle Management
The Knowledge Capsule System implements comprehensive lifecycle management to ensure smooth installation, reliable updates, and safe removal of knowledge modules while maintaining system integrity and data consistency.
Lifecycle Overview
stateDiagram-v2 [*] --> Discovery : Browse Marketplace Discovery --> Evaluation : Select Capsule Evaluation --> PreInstall : Validation Passed PreInstall --> Installing : Dependencies Resolved Installing --> Active : Installation Complete Active --> Updating : New Version Available Updating --> Active : Update Successful Updating --> RollbackUpdate : Update Failed RollbackUpdate --> Active : Rollback Complete Active --> PreRemoval : Removal Requested PreRemoval --> SoftRemoved : Dependencies Checked SoftRemoved --> HardRemoved : Grace Period Expired SoftRemoved --> Active : Restoration Requested HardRemoved --> [*] : Cleanup Complete Installing --> Failed : Installation Error Failed --> PreInstall : Retry Installation Failed --> [*] : Cancel Installation
Installation Process
Phase 1: Discovery and Validation
The installation process begins with thorough validation to ensure compatibility and security:
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Phase 2: Pre-Installation Hooks
Before actual installation, the system executes pre-installation hooks:
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Phase 3: Installation Execution
The core installation process involves multiple coordinated steps:
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Update Mechanism
Incremental Update Strategy
The update system supports both full and incremental updates to minimize downtime:
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Blue-Green Update Deployment
For zero-downtime updates, the system supports blue-green deployment:
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Rollback Capabilities
Automated Rollback System
The system provides comprehensive rollback capabilities at multiple levels:
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Migration Strategies
Data Migration Framework
For handling complex data transformations during updates:
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Monitoring and Health Checks
Installation Health Monitoring
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The lifecycle management system ensures that Knowledge Capsules are installed, updated, and removed safely while maintaining system integrity and providing comprehensive monitoring and rollback capabilities. This robust approach enables organizations to confidently extend their AIMatrix capabilities with third-party knowledge modules.