Hotfix/production bug#64
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- Added ConsolidationService for background memory consolidation, including episodic summaries and mastery state updates. - Introduced MasteryService to manage user concept mastery, including fetching struggles and strengths. - Updated Kafka producer and worker to handle consolidation requests and process memory updates. - Created memory_config.yaml for externalized memory pipeline settings. - Added database migration for user_concept_mastery table to track student mastery and struggles. - Refactored agent memory layers and tests to accommodate new features and ensure functionality. - Enhanced GroqAdapter to ensure JSON output formatting in responses. - Removed deprecated tools from the registry and updated related tests.
…mic retrieval depth adjustments
…update related DTOs
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