PilottAI Framework

Build scalable multi-agent systems with powerful orchestration, LLM integration, and task processing capabilities.

What is PilottAI?

PilottAI is a Python framework for building autonomous multi-agent systems with advanced orchestration capabilities. It provides enterprise-ready features for building scalable AI applications powered by large language models.

🤖

Hierarchical Agent System

  • Manager and worker agent hierarchies
  • Intelligent task routing
  • Context-aware processing
  • Specialized agent implementations
🚀

Production Ready

  • Asynchronous processing
  • Dynamic scaling
  • Load balancing
  • Fault tolerance
  • Comprehensive logging
🧠

Advanced Memory

  • Semantic storage
  • Task history tracking
  • Context preservation
  • Knowledge retrieval
🔌

Integrations

  • Multiple LLM providers
  • Document processing
  • WebSocket support
  • Custom tool integration

Installation

pip install pilott

Quick Start

from pilott import Serve
from pilott.core import AgentConfig, AgentRole, LLMConfig

# Configure LLM
llm_config = LLMConfig(
    model_name="gpt-4",
    provider="openai",
    api_key="your-api-key"
)

# Setup agent configuration
config = AgentConfig(
    role="processor",
    role_type=AgentRole.WORKER,
    goal="Process documents efficiently",
    description="Document processing worker"
)

async def main():
    # Initialize system
    pilott = Serve(name="DocumentProcessor")

    try:
        # Start system
        await pilott.start()

        # Add agent
        agent = await pilott.add_agent(
            agent_type="processor",
            config=config,
            llm_config=llm_config
        )

        # Process document
        result = await pilott.execute_task({
            "type": "process_document",
            "file_path": "document.pdf"
        })

        print(f"Processing result: {result}")

    finally:
        await pilott.stop()

if __name__ == "__main__":
    import asyncio
    asyncio.run(main())

Specialized Agents

Architecture

PilottAI is built around a core orchestration system that manages agents, tasks, and memory.

Serve Orchestrator

Agent Management

Task Orchestration

Memory System

Load Balancing

Fault Tolerance

Specialized Agents

Task Queue

Priority Management

Enhanced Memory

Dynamic Scaling

Next Steps

Installation Guide

Learn how to install PilottAI and its dependencies.

Installation →

Quick Start Guide

Build your first multi-agent system with PilottAI.

Quick Start →

Core Concepts

Understand the fundamental concepts of the framework.

Learn Concepts →

Example Projects

Explore real-world examples using PilottAI.

View Examples →