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[csmangum]

This pull request introduces improvements to memory vector storage and logging functionality. The changes include refactoring the vector storage logic for better modularity and adding a new utility for setting up logging with enhanced configurability and filtering.

Improvements to memory vector storage:

• Refactored the vector storage logic in store_memory_vectors by introducing a helper function store_vector to encapsulate the storage process, improving code readability and maintainability. This function handles storing vectors in different tiers (stm, im, ltm) and includes error handling with logging.

Enhanced logging functionality:

• Added a new utility function setup_logging in memory/utils/logging.py to configure logging for both console and file outputs. This includes:
  • Creating a logs directory if it doesn't exist.
  • Setting up log files with a fixed naming convention.
  • Adding filters to exclude embedding-related log messages.
  • Supporting both console and file handlers with distinct formats and log levels.