## Description
**TaskMatrix.AI** is an AI ecosystem that can connect foundation models with millions of APIs for task completion. Unlike most previous work that aimed to improve a single AI model, TaskMatrix.AI focuses more on using existing foundation models (as a brain-like central system) and APIs of other AI models and systems (as sub-task solvers) to achieve diversified tasks in both digital and physical domains. Visual ChatGPT is just an example of applying TaskMatrix.AI to the visual domain.

## Paper
[TaskMatrix.AI](https://arxiv.org/abs/2303.16434)

## Online System
In progress, coming in the near future...

## Paradigm Shift
<img src="https://github.com/microsoft/visual-chatgpt/blob/main/assets/paradigm.png" width="1000">

## System Overview
<img src="https://github.com/microsoft/visual-chatgpt/blob/main/assets/overview.png" width="1000">