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- Add path normalization to convert relative paths to absolute paths - Override ChromaDB persist_directory when custom path is provided - Treat empty/whitespace paths as None (use default behavior) - Add comprehensive tests for custom path functionality - Test ShortTermMemory and EntityMemory with custom paths - Test default behavior remains unchanged - Test path isolation between different storage instances - Test edge cases (empty string, whitespace, relative paths) Fixes #3947 Co-Authored-By: João <joao@crewai.com>