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- Added support for specifying vector dimensions in AI payloads for compatible vendors. - Updated default AI model from 'text-embedding-ada-002' to 'text-embedding-3-small'. - Refactored ManticoreBase to bind parameters explicitly for PDO statements, improving type handling. - Adjusted SQL queries across Manticore modules to remove content previews and ensure inline vector values. - Updated content preview handling in ManticoreFile, ManticoreProject, ManticoreTask, and ManticoreUser to use substrings for better data management.