Smart Database Powered by Hierarchical Multi-Agent Workflow

This module implements a fully autonomous database management system using a hierarchical multi-agent architecture. The system includes specialized agents for different database operations coordinated by a Database Director agent.

Features

Feature	Description
Autonomous Database Management	Complete database lifecycle management, including setup and ongoing management of databases.
Intelligent Task Distribution	Automatic assignment of tasks to appropriate specialist agents.
Table Creation with Schema Validation	Ensures tables are created with correct structure, schema enforcement, and data integrity.
Data Insertion and Updates	Handles adding new data and updating existing records efficiently, supporting JSON input.
Complex Query Execution	Executes advanced and optimized queries for data retrieval and analysis.
Schema Modifications	Supports altering table structures and database schemas as needed.
Hierarchical Agent Coordination	Utilizes a multi-agent system for orchestrated, intelligent task execution.
Security	Built-in SQL injection prevention and query validation for data protection.
Performance Optimization	Query optimization and efficient data operations for high performance.
Comprehensive Error Handling	Robust error management and reporting throughout all operations.
Multi-format Data Support	Flexible query parameters and support for JSON-based data insertion.

Architecture

Multi-Agent Architecture

Database Director (Coordinator)  
├── Database Creator (Creates databases)  
├── Table Manager (Manages table schemas)  
├── Data Operations (Handles data insertion/updates)  
└── Query Specialist (Executes queries and retrieval)

Agent Specializations

Agent	Description
Database Director	Orchestrates all database operations and coordinates specialist agents
Database Creator	Specializes in creating and initializing databases
Table Manager	Expert in table creation, schema design, and structure management
Data Operations	Handles data insertion, updates, and manipulation
Query Specialist	Manages database queries, data retrieval, and optimization

Agent Tools

Function	Description
`create_database(database_name, database_path)`	Creates new SQLite databases
`create_table(database_path, table_name, schema)`	Creates tables with specified schemas
`insert_data(database_path, table_name, data)`	Inserts data into tables
`query_database(database_path, query, params)`	Executes SELECT queries
`update_table_data(database_path, table_name, update_data, where_clause)`	Updates existing data
`get_database_schema(database_path)`	Retrieves comprehensive schema information

Install

BASH
pip install -U swarms sqlite3 loguru

ENV

WORKSPACE_DIR="agent_workspace"  
ANTHROPIC_API_KEY=""  
OPENAI_API_KEY=""

Code

Make a file called smart_database_swarm.py

Package	Installation
swarms	pip3 install swarms
loguru	pip3 install loguru
sqlite3	pip3 install sqlite3

Agent

Smart Database Powered by Hierarchical Multi-Agent Workflow

About this agent

Smart Database Powered by Hierarchical Multi-Agent Workflow

Features

Architecture

Multi-Agent Architecture

Agent Specializations

Agent Tools

Install

ENV

Code

Requirements

Agent Code

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