ComfyUI-Universal-Styler

ComfyUI-Universal-Styler
★ 66

提示工程模型管理脚本预设本地推理
为ComfyUI提供丰富提示场景与工作流的自定义节点,支持公/私有Checkpoint与LoRA,包含CSV预设、上下文代理与提示序列编译,便于本地Stable Diffusion下构建、管理与复用复杂prompt与模型配置。
💡 在ComfyUI中快速构建、管理并复用复杂prompt与模型配置
🍴 26 Forks💻 Python🔄 2025-03-01
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📄 README

ComfyUI Universal Styler

VERSION: Release 0.5.1 - UPDATED 02/2025 - Licensed under GNU General Public License v3.0

Hi, this is a research Node based project on *Artificial Intelligence* using ComfyUI[^1] visual editor with VRAM Local processing[^2] focus in mind. This set of custom node is intended to *offer a large palette of prompting scenrarios*, based on your scripting database[^3]. This package also includes a set of workflows[^4], associated with each feature and a database template folder. This last set of files can be replaced by your own CSV files. It will works fine with image and video models like Stable diffusion and LTXV checkpoints. Feel free to accomodate and customize this template for each project.

[!IMPORTANT]

THIS PACKAGE WAS FULLY REBUILD AFTER VERSION 0.5,

OLD NODES MAY NOT WORK AS EXPECTED IN YOUR OLD WORKFLOWS! To avoid errors, remplace old nodes by the latest version from the main node menu.

:radio_button: Working Features

  • Load script presets from CSV database (Scene, Camera, Motion, Lighting, Style)
  • Contextual agents included (Dedicated Agents database file)
  • Prompt sequences compiler (concatenate) (Optional Prefix, Various options available)
  • Channel drive (Chain-follow) (Full references register)
  • Prompt build setup Database model card available as a node
  • :radio_button: Features Under Development

  • NEW set of script templates!
  • Select database folder path in front-end & Update
  • Seed INT Field with output connector
  • Metadata read/write
  • Save database new item (same as save text node + options)

  • :radio_button: ComfyUI Installation and Custom Nodes

    After installing ComfyUI services with your prefered plateform (i am suggesting the use of Stability Matrix as it is easy to install and give a lot of controls), make sure you install the additional and necessary custom nodes. Then you need to install GIT software (if it is not done already) on your computer. To install these custom nodes, open a CMD window in the \ComfyUI\custom_nodes folder. And “git clone” each one of them. By adding the link after “git clone”.

  • ComfyUi-Manager

  • :radio_button: Infos

  • Author: Uriel DeveaudKore Teknology
  • Contact: Linkedin ComfyUI Users Group
  • License: This project is released under the GPL License.
  • This work is dedicated to all ComfyUI users around the world 😉
  • [^1]: ComfyUI is the free and open source AI creation suite. It supports Stable Diffusion 1.5, 2. XL, Flux and video models LTXV, hunhyan, Mochi. Please, visit the ComfyUI Github page.

    [^2]: Large language models (LLM) are very large deep learning models that are pre-trained on vast amounts of data. The underlying transformer is a set of neural networks that consist of an encoder and a decoder with self-attention capabilities.

    [^3]: A scripting database can be compared to a storyboard

    [^4]: The provided workflows offer the basic festures thry a simple pipeline design