# chenfei-wu/TaskMatrix

Repository: https://github.com/chenfei-wu/TaskMatrix
Canonical: https://ross.abutalabs.com/products/taskmatrix
Language: Python
License: NOASSERTION
License Family: other
Last push: 2024-01-06T02:41:20+00:00

## Health v2 (maintenance only)
Score: 30/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 35, longevity 91
- inputs: {"age_days": 1280, "days_push": 970, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 34003, forks 3200 (observed 2026-08-28T04:11:58.589127+00:00)

## What it is
TaskMatrix (Visual ChatGPT) is a Python framework that connects ChatGPT with a suite of visual foundation models like Stable Diffusion, GroundingDINO, and Segment Anything, enabling sending and receiving images during chat. It acts as a general interface where the LLM orchestrates multiple vision models to talk, draw, and edit images.

## Use cases
- chat with an AI that can generate and edit images
- segment or detect objects in an image via natural language
- extend or outpaint an image to a larger size
- build a multimodal chatbot combining LLMs with vision models
- chain multiple foundation models to solve complex visual tasks
- caption images and answer visual questions in a conversation

## When to choose
- you want an LLM-orchestrated pipeline of visual foundation models without training
- you need image generation, editing, detection, and segmentation inside a chat interface
- you want to extend the tooling with custom model templates

## When to avoid
- you need a lightweight production-ready multimodal assistant with active maintenance
- you lack a GPU or cannot run multiple large vision models locally
- you need a permissively licensed project for commercial use

## Facets
- artifact type: framework
- maturity: maintenance
- function: agent-framework, llm-inference, image-processing, machine-learning, chatbot
- domain: artificial-intelligence, large-language-models, computer-vision, image-processing
- platform: python, cross-platform
- tags: visual-chatgpt, foundation-models, stable-diffusion, image-editing, multimodal, chatgpt, ai-agents, gpu

## Member repositories
- chenfei-wu/TaskMatrix (main) score 30

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:11:58.589127+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T16:27:53.862328+00:00, confidence not recorded.
  - readme: https://github.com/chenfei-wu/TaskMatrix (fetched 2026-08-28T04:11:58.589127+00:00, sha 68ea459029ce)
- Data as of 2026-08-30T08:39:29.467469+00:00.