AI Assistant Memories

Memory System Status

No AI Assistant Memory System Found

After searching through the project, I found that there is no AI assistant memory system currently implemented or configured. The memory-related files found in the project are:

COBY/monitoring/memory_monitor.py - System memory monitoring for performance optimization
core/model_output_manager.py - Model output storage and management
core/prediction_snapshot_storage.py - Prediction data storage
core/trade_data_manager.py - Trading data capture and storage
utils/database_manager.py - Database management for trading system

What These Files Contain

System Memory Monitoring

COBY/monitoring/memory_monitor.py: Monitors system memory usage, detects memory leaks, and optimizes garbage collection for the trading system
Tracks memory snapshots, object counts, and garbage collection statistics
Provides memory usage trends and leak detection

Trading Data Storage

core/model_output_manager.py: Stores model outputs for cross-model feeding and evaluation
core/prediction_snapshot_storage.py: Stores prediction snapshots for future training
core/trade_data_manager.py: Captures comprehensive model inputs during trade execution
utils/database_manager.py: Manages SQLite database for trading system logging and metadata

Missing AI Assistant Memory System

The project does not have:

MCP memory server configuration
AI assistant persistent knowledge base
Conversation history storage
User preference memory
Project context memory

Recommendation

If you want to implement an AI assistant memory system, you would need to:

Set up an MCP memory server
Configure memory storage for AI assistant context
Implement memory persistence across sessions
Add memory management tools to the available tool set

The only memory-related tools currently available are:

System memory monitoring (COBY/monitoring/memory_monitor.py)
Trading data storage systems
Model output management
Database management for trading metadata

Note: These are all related to the trading system's data storage and performance monitoring, not AI assistant memories.

2.2 KiB Raw Blame History