pilottai 0.2.7.38

A for building scalable multi-agent systems with built-in orchestration,LLM integration, and intelligent job processing.

PilottAI

Build Intelligent Multi-Agent Systems with Python

Scale your AI applications with orchestrated autonomous agents

⭐ Star us | 🧠 Agentic AI | 🧰 Multi-Agent Framework | ⚡ Build Anything with LLMs

pip install pilottai

Overview

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.

Key Features

• 🤖 Hierarchical Agent System

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

• 🚀 Production Ready

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

• 🧠 Advanced Memory

  • Semantic storage
  • Job history tracking
  • Context preservation
  • Knowledge retrieval

• 🔌 Integrations

  • Multiple LLM providers (OpenAI, Anthropic, Google)
  • Document processing
  • WebSocket support
  • Custom tool integration

Installation

pip install pilottai

Quick Start

from pilottai import Pilott
from pilottai.tools import Tool
from pilottai.agent import Agent
from duckduckgo_search import DDGS
from pilottai.core import AgentConfig, AgentType, LLMConfig

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

def duckduckgo_search(query, max_results=5):
    """Perform a DuckDuckGo search and return top results."""
    with DDGS() as ddgs:
        results = ddgs.text(query, max_results=max_results)
        return [{"title": r["title"], "link": r["href"], "snippet": r["body"]} for r in results]

search_tool = Tool(
                name="duckduckgo_search",
                description="Search DuckDuckGo for relevant information on any topic",
                function=duckduckgo_search,
                parameters={
                    "query": "str - The search query",
                    "num_results": "int - Number of results to return (max 10)"
                }
            )

query = "Type your question here"

search_agent = Agent(
                title="search_specialist",
                goal="Find the most relevant and credible sources for any given query",
                description="An expert at formulating search queries and identifying high-quality, relevant sources",
                jobs=f"Search for information about: '{query}' using DuckDuckGo and rank the results by relevance and credibility. Return the top 5 most relevant sources.",
                tools=[search_tool],
                llm_config=llm_config
              )


synthesis_results = await Pilott(agents=[search_agent], name="Search Bot", llm_config=llm_config).serve()

Specialized Agents

PilottAI includes ready-to-use specialized agents:

• 🎫 Customer Service Agent: Ticket and support management
• 📄 Document Processing Agent: Document analysis and extraction
• 📧 Email Agent: Email handling and template management
• 🧠 Learning Agent: Knowledge acquisition and pattern recognition
• 📢 Marketing Expert Agent: Campaign management and content creation
• 📊 Research Analyst Agent: Data analysis and research synthesis
• 💼 Sales Representative Agent: Lead management and proposals
• 🌐 Social Media Agent: Content scheduling and engagement
• 🔍 Web Search Agent: Search operations and analysis

📚 Documentation

👉 Read the full documentation here

The documentation includes:

• Detailed guides
• API reference
• Best practices

Project Structure

pilott/
├── core/            # Core framework components
├── agents/          # Agent implementations
├── memory/          # Memory management
├── tools/           # Tool integrations
└── utils/           # Utility functions

Contributing

We welcome contributions! See our Contributing Guide for details on:

• Development setup
• Coding standards
• Pull request process

Support

• 📚 Documentation
• 💬 Discord
• 📝 GitHub Issues
• 📧 Email Support

License

PilottAI is MIT licensed. See LICENSE for details.

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_{Built with ❤️ by the PilottAI Team}