feat(logger): implement the multi-agent system logging

[Appointat]

Background

Implementing a logging system for Multi-Agent LLM interactions to ensure observability and debugging capabilities.

Key Requirements

1. Agent Communication Logging

• Track inter-agent message exchanges
• Log message timestamps, sender/receiver, content type, function calling, status, etc.
• Monitor communication between the agents
• etc.

2. Implementation Details

• Structured log format
• Log rotation and retention policies
• Support for different log levels (DEBUG, INFO, ERROR)
• Include trace IDs for request tracking
• Implement log aggregation strategy
• etc.