cogentic 0.1.5

A hypothesis-based orchestration framework built on AutoGen and based on MagenticOne

Cogentic

Cogentic is an AutoGen group chat, based on the Magentic One orchestration pattern. It differs from the original Magentic One in that it explicitly forces hypothesis creation and testing to answer a question.

Purpose

Manages a group chat between AI agents using a scientific hypothesis-testing approach.

Key Components

• Uses pydantic models for data validation and serialization
• Fact management: Tracks facts and evidence during the conversation
• Plan management: Maintains hypotheses and tests, and re-plans whenever a stall occurs or a test is completed

Installation

$> pip install cogentic

Usage

To create a model client for cogentic, you'll need to be familiar with autogen.

See AutoGen AgentChat Quickstart for details on how to set up your environment and create a model client.

You can then follow the sample to get started with a CogenticGroupChat.

Development Installation

$> git clone https://github.com/knifeyspoony/cogentic.git
$> cd cogentic
$> uv sync