agentium 1.0.0

A comprehensive toolkit for AI agent development and workflow orchestration

Agentium - AI Agent Development Toolkit

A comprehensive Python library designed for AI agent development and workflow orchestration. Agentium provides a rich set of tools and utilities that seamlessly integrate with popular AI frameworks like LangChain, LangGraph, and CrewAI.

Features

• 🗜️ Condense: Intelligent content condensation and compression
• ⚡ Optimizer: Refine text, code, and workflows for better performance
• 📋 Rearranger: Organize and restructure content logically
• 🔍 Extractor: Extract structured information from various data sources
• 📢 Communicator: Send messages and notifications across platforms
• 🌐 Translator: Multi-language translation with tone adaptation
• 💡 Insight Generator: Generate actionable insights from data
• 🔄 Workflow Helper: Orchestrate complex tasks and triggers
• 📄 Template Manager: Standardize outputs with customizable templates
• 🧠 Memory Helper: Context storage and retrieval system
• 📝 Custom Summarizer: Create summaries tailored to specific needs
• 📊 Logger Utils: Track and debug operations with detailed logging

Installation

pip install agentium

Framework-specific installations:

# For LangChain integration
pip install agentium[langchain]

# For LangGraph integration
pip install agentium[langgraph]

# For CrewAI integration
pip install agentium[crewai]

# For development
pip install agentium[dev]

Quick Start

from agentium import Condenser, Optimizer, Communicator

# Initialize components
condenser = Condenser()
optimizer = Optimizer()
communicator = Communicator()

# Condense text
condensed = condenser.condense("Your long text here...")

# Optimize content
optimized = optimizer.optimize_text("Text to optimize")

# Send notification
communicator.send_notification("Process completed!", channel="email")

Framework Integration

LangChain Integration

from agentium.integrations.langchain import AgentiumTool
from langchain.agents import initialize_agent

# Create Agentium tools for LangChain
tools = AgentiumTool.create_all_tools()
agent = initialize_agent(tools, llm, agent_type="zero-shot-react-description")

LangGraph Integration

from agentium.integrations.langgraph import AgentiumNode
from langgraph import Graph

# Add Agentium nodes to LangGraph
graph = Graph()
graph.add_node("condenser", AgentiumNode.condenser_node)
graph.add_node("optimizer", AgentiumNode.optimizer_node)

CrewAI Integration

from agentium.integrations.crewai import AgentiumCrewTool
from crewai import Agent, Task, Crew

# Create tools for CrewAI agents
tools = AgentiumCrewTool.get_all_tools()
agent = Agent(tools=tools, ...)

Documentation

For detailed documentation and examples, visit our documentation site.

Contributing

We welcome contributions! Please see our Contributing Guide for details.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Support

If you encounter any issues or have questions, please open an issue on GitHub.