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skills/model-versioning-tracker/assets/versioning_diagram.png

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+// This is a placeholder PNG file for the model-versioning-tracker plugin.
+// It should contain a diagram illustrating the model versioning process.
+
+// Suggested Diagram Elements:
+// - Start: Model Training
+// - Version Increment (e.g., v1.0.0 -> v1.0.1)
+// - Version Control System (e.g., Git)
+// - Model Registry (e.g., MLflow, Weights & Biases)
+// - Deployment Stage (e.g., Staging, Production)
+// - Rollback Mechanism
+// - Monitoring & Evaluation
+
+// Example Flow:
+// 1. Model Training -> 2. Version Control (Commit & Tag) -> 3. Register Model -> 4. Deploy to Staging -> 5. Evaluate Performance -> 6. Deploy to Production (if satisfactory) -> 7. Monitor in Production.  If issues, rollback to previous version.
+
+// Consider using tools like draw.io, Lucidchart, or similar to create the diagram.
+
+// After creating the diagram, replace this placeholder with the actual PNG file.
+// Ensure the image is clear, concise, and easy to understand.
+// The image should be optimized for web use to minimize file size.
+
+// [Placeholder for the actual diagram image]