semvec/pypi-packages huggingface dataset:
polymind 0.0.64
PolyMind is a customizable collaborative multi-agent framework for collective intelligence and distributed problem solving.
License: MIT
Requires Python: <3.13,>=3.9

# PolyMind (群策) 

![PolyMind Logo](images/polymind-logo.png)

PolyMind is a model-agnostic, tool-agnostic, and data-agnostic frameowrk for building intelligent agents that can work together to solve complex problems. It is inspired by the concept of "群策" from Chinese philosophy, which emphasizes the strength found in collective decision-making and strategy. PolyMind provides a platform for creating and managing intelligent agents that work together to achieve common goals.


![License](https://img.shields.io/badge/license-MIT-blue.svg)


## Features

- **Agent Collaboration**: Facilitate seamless interaction and collaboration among diverse agents.
- **Scalable Architecture**: Designed to easily scale from small to large numbers of agents.
- **Domain Agnostic**: Suitable for a wide range of applications, from robotics to financial analysis.
- **Extensible**: Open architecture allows for custom agent models and behaviors.
- **Community-Driven**: Open-source and community-driven development ensures continuous improvement and inclusivity.

## Polymind Design Principles

Polymind is designed around four key concepts: Tools, Tasks, Thought Processes, and Agents. 

* **Tools**: Tools are the basic building blocks that an Agent can use to perform its Tasks. They can be anything from a simple function to a complex machine learning model.

* **Tasks**: Tasks are the specific jobs that an Agent is designed to perform. User typically describe their requirements in natural languages, and the thought process with convert them into tasks.

* **Thought Processes**: Thought Processes define the logic that an Agent uses to decide how to breakdown a requirement into tasks and decide which Tasks to perform and when. They are essentially the "brain" of the Agent.

* **Agents**: Agents are the main actors in Polymind. They use their Tools, guided by their Thought Processes, to perform their Tasks. Each Agent can be customized to fit the specific needs of the user.

The design of Polymind is meant to be neat and extensible,
it only defines how an agent should process tasks at an abstract level, without set limitation on what tools to use or how to use them.

## Getting Started

To get started with PolyMind, clone the repository and follow the installation instructions:

```bash
git clone https://github.com/your-username/polymind.git
cd polymind
```