Model Management

Load, export, version, and monitor models with catalog integration.

Load Model

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-- Load model from file
SELECT load_model(
    'my_classifier',
    '/path/to/model.onnx',
    'onnx'
);

Export Model

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-- Export model
SELECT export_model(
    'model_name',
    '/path/to/export.onnx'
);

Version Models

Track model versions:

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-- Create model version
SELECT create_model_version(
    'model_name',
    'v1.0',
    '/path/to/model.onnx'
);

-- List versions
SELECT * FROM neurondb.model_versions WHERE model_name = 'model_name';

Monitor Models

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-- Model statistics
SELECT * FROM neurondb.model_stats WHERE model_name = 'model_name';

-- Model performance metrics
SELECT * FROM neurondb.model_metrics WHERE model_name = 'model_name';

Drop Model

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-- Drop model
SELECT drop_model('model_name');

Learn More

For detailed documentation on model management, versioning strategies, monitoring, and catalog integration, visit:

Model Management Documentation

Related Topics

• Model Inference - Run inference
• Embedding Generation - Generate embeddings