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Utility Commands

Transfer Learning provides several utility commands to help manage the application, clean up resources, and configure settings.

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Cleanup Command

The cleanup command removes temporary files and directories that are older than a specified age.

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Usage

transfer-learning cleanup [OPTIONS]

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Options

OptionDescriptionDefault
--max-age-hours INTEGERMaximum age in hours for files to keep24
--forceForce cleanup without confirmationFalse
--helpShow help message and exit-

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Examples

# Clean up files older than 24 hours
transfer-learning cleanup

# Clean up files older than 48 hours
transfer-learning cleanup --max-age-hours 48

# Force cleanup without confirmation
transfer-learning cleanup --force

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Stop Command

The stop command stops running processes and cleans up resources.

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Usage

transfer-learning stop [OPTIONS]

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Options

OptionDescriptionDefault
--forceForce stop without confirmationFalse
--clean-tempClean temporary filesTrue
--clean-cacheClean cache filesTrue
--process-pattern TEXTPattern to match process namestransfer-learning
--helpShow help message and exit-

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Examples

# Stop running processes
transfer-learning stop

# Force stop without confirmation
transfer-learning stop --force

# Stop without cleaning cache
transfer-learning stop --clean-cache False

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Config Command

The config command allows you to view and modify configuration settings.

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Usage

transfer-learning config [OPTIONS]

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Options

OptionDescriptionDefault
--showShow current configurationFalse
--resetReset configuration to defaultsFalse
--helpShow help message and exit-

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Examples

# Show current configuration
transfer-learning config --show

# Reset configuration to defaults
transfer-learning config --reset

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Interactive Configuration

When run without options, the config command enters an interactive mode that allows you to configure various settings: 
transfer-learning config
This will display a menu of configuration options:
  1. API Keys
  2. Processing Settings
  3. Output Directories
  4. Model Settings
  5. Advanced Settings

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Configuration Settings

The following settings can be configured:

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API Keys

  • OpenAI API Key
  • Other service API keys

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Processing Settings

  • Batch size
  • Maximum concurrent batches
  • Frame interval
  • Default quality

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Output Directories

  • Data directory
  • Guides directory
  • Transcripts directory
  • Videos directory
  • Analysis directory

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Model Settings

  • Default OpenAI model
  • Default Whisper model
  • Temperature

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Advanced Settings

  • Cache settings
  • Logging level
  • Metrics collection

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Configuration File

The configuration is stored in a .env file in the application directory. You can also manually edit this file if needed. Example .env file: 
OPENAI_API_KEY=your-api-key-here
BATCH_SIZE=10
MAX_CONCURRENT_BATCHES=4
FRAME_INTERVAL=30
DEFAULT_MODEL=gpt-4-vision-preview
DEFAULT_WHISPER_MODEL=base
DATA_DIR=data/
GUIDES_DIR=guides/
TRANSCRIPTS_DIR=transcripts/
VIDEOS_DIR=videos/
ANALYSIS_DIR=analysis/