Clavata - Data Validation Agent

Overview

Clavata is the agent responsible for data validation and logging in the TKM AI Agency Platform. Its main function is to maintain data logs for each agent and ensure data integrity in the database.

Directory Structure

Clavata/
├── models/               # Data models and schemas
├── clavata.py           # Main agent class
├── clavata_tools.py     # Utility functions
├── clavata_schema.py    # Validation schemas
└── clavata_definitions.py # Definitions and constants

Main Components

ClavataAgent Class

The main class that handles data validation and logging:

• Database connection
• Input data validation
• Log management

Data Models

• Data schemas for different record types
• Type-specific validations
• Database-model mapping

Key Features

Data Validation

• Data structure validation
• Integrity verification
• Data normalization

Logging System

• Agent activity logging
• Log storage
• Operation traceability

Integration

Database Connection

• Database interface
• Connection management
• CRUD operations

Agent Communication

• Data reception from other agents
• Incoming message validation
• Operation confirmation

Error Handling

• Data error validation
• Error logging
• Integrity issue notifications

Future Enhancements

• Complete database connection implementation
• Detailed logging system
• Data metrics and analysis
• Validation optimizations