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[csmangum]

This pull request introduces several updates to the converter module and related files, focusing on code formatting improvements, enhanced memory import functionality, and better database handling. Key changes include consistent string quoting, refactoring of memory import logic, and the addition of a utility function for generating memory IDs.

Code Formatting and Cleanup

• Updated all string literals to use double quotes for consistency across files, including converter/config.py, converter/memory_import.py, and debug_converter.py. [1] [2] [3]
• Improved code readability by reformatting dictionary definitions, method calls, and log messages with proper indentation and spacing. [1] [2] [3]

Memory Import Enhancements

• Refactored the _import_memory method in converter/memory_import.py to include stricter validation for step_number and agent_id, ensuring they are not None. Added a fallback mechanism for missing values.
• Introduced the generate_memory_id utility function to ensure unique memory IDs are generated consistently across models. [1] [2]
• Enhanced logging for memory import processes, including detailed debug information for SQL queries and memory creation. [1] [2]

Database Handling

• Added support for in-memory SQLite databases in converter/db.py by dynamically setting the engine_url based on the db_path.

Utility and Dependency Updates

• Reorganized imports across files for better readability and to group related modules together. [1] [2] [3]

These changes collectively improve code maintainability, enhance the functionality of memory import, and ensure better handling of edge cases in database operations.