cognitrix 0.2.3

Package for creating AI Agents using llms

Cognitrix

Cognitrix is an open-source autonous AI agents orchestrator built in Python. It allows you to create and manage AI agents easily.

Features

• Agent Creation and Management: Create, list, and load AI agents with customizable names, tasks, and configurations.
• LLM Integration: Seamlessly integrate with multiple LLM providers, including Anthropic (Claude), Cohere, Groq, Google, OpenAI, and Together.
• Modular Architecture: Easily extend the framework by adding new tools, agents, and LLM integrations.
• Conversational Interface: Interact with AI agents through a command-line interface, providing queries and receiving responses.
• Tool Integration: Agents can utilize a variety of tools, such as calculators, web searches, file system browsers, and more.
• Autonomous Agent Mode: Enable agents to operate autonomously, visually perceiving the screen, interacting with UI elements, and performing tasks.
• Multimodal Support: Agents can handle both text and image inputs/outputs, enabling multimodal interactions.

Architecture

Cognitrix's architecture is designed to be modular and extensible, with core components including:

1. Agents: The base Agent class and specialized classes like AIAssistant for creating and managing AI agents.
2. LLMs: A collection of classes for integrating with various LLM providers, such as Cohere, OpenAI, Claude, and more.
3. Tools: A set of tools that agents can utilize, including calculators, web searches, file system browsers, and more.
4. Templates: Customizable prompt templates for guiding the behavior and output formats of LLMs.

The architecture is highly modular and extensible. New tools and capabilities can be easily added.

Getting Started

Installation

pip install cognitrix

or

pip install https://github.com/theonlyamos/cognitrix/archive/main.zip

Usage

Run with default settings

cognitrix

List supported providers

cognitrix --providers

Run with specific provider

cognitrix --provider <provider_name>

Create a new agent

cognitrix agents --new

List created agents

cognitrix agents

Run with specific agent

cognitrix --agent <agent_name>

Print help message

cognitrix --help

Contributing

Cognitrix is open source and contributions are welcome. See CONTRIBUTING.md for more details.

License

This project is licensed under the MIT license. See LICENSE.md for more details.

Acknowledgments

Cognitrix was created by Amos Amissah and is heavily inspired by projects like AutoGPT and GPT Engineer. Special thanks to the open-source community for their contributions and the AI companies providing LLM APIs.