https://github.com/lucafoscili/lf-nodes
Custom nodes with a touch of extra UX ✨ Client-side LLM chat, mid-workflow image editing, history for primitives, JSON manipulation, analytics nodes, CivitAI metadata fetching and saving... and more!
https://github.com/lucafoscili/lf-nodes
Last synced: 2 months ago
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Custom nodes with a touch of extra UX ✨ Client-side LLM chat, mid-workflow image editing, history for primitives, JSON manipulation, analytics nodes, CivitAI metadata fetching and saving... and more!
- Host: GitHub
- URL: https://github.com/lucafoscili/lf-nodes
- Owner: lucafoscili
- License: mit
- Created: 2025-02-11T16:52:17.000Z (4 months ago)
- Default Branch: main
- Last Pushed: 2025-02-21T20:41:25.000Z (4 months ago)
- Last Synced: 2025-02-21T21:41:23.778Z (4 months ago)
- Language: JavaScript
- Size: 3.88 MB
- Stars: 1
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- awesome-comfyui - **LF Nodes**
README
# LF Nodes
## Overview
A suite of custom nodes for [ComfyUI](https://github.com/comfyanonymous/ComfyUI) aimed at enhancing user experience with more interactive and visually engaging widgets.
Whether you're after quality-of-life improvements or specific functionalities, LF Nodes has you covered. The nodes are designed to be user-friendly and intuitive, making them accessible to users of all skill levels.
Most UI elements used by the frontend belong to the [LF Widgets webcomponents library](https://github.com/lucafoscili/lf-widgets), a modern collection of modular and customizable webcomponents built on Stencil.js specifically to integrate with LF Nodes.
## What kind of nodes does it offer?
That's a tough one—the nodes span quite a few categories. Here's a quick breakdown:
- **Analytics nodes**: Visualize and track data, like checkpoint/LoRA usage or image histograms.
- **Configuration nodes**: Manage CivitAI metadata, and control the suite via the Control Panel.
- **Image manipulation nodes**: Tools to manipulate images, such as filter and resize nodes.
- **IO Operations nodes**: Load and save files to/from the file system.
- **JSON nodes**: Tools to manipulate and display JSON data.
- **LLM nodes**: Interface with locally running LLMs, like the Messenger node, which also manages characters.
- **Logic nodes**: Control flow using simple switches.
- **Primitive nodes**: Work with primitive data types, offering features like history.
- **Seed generation nodes**: Generate seeds for complex workflows.
- **Selector nodes**: Resource selection widgets with metadata display for models.
## Table of Contents
- [LF Nodes](#lf-nodes)
- [Overview](#overview)
- [What kind of nodes does it offer?](#what-kind-of-nodes-does-it-offer)
- [Table of Contents](#table-of-contents)
- [Installation](#installation)
- [Using ComfyUI Manager](#using-comfyui-manager)
- [Manual](#manual)
- [Workflow samples](#workflow-samples)
- [Compare images](#compare-images)
- [e2e](#e2e)
- [Flux + LLM Character manager](#flux--llm-character-manager)
- [I2I (Refine)](#i2i-refine)
- [LLM Chat](#llm-chat)
- [LoRA tester](#lora-tester)
- [Markdown documentation](#markdown-documentation)
- [Resize for web + blurred placeholder](#resize-for-web--blurred-placeholder)
- [Notes](#notes)
- [Contributing](#contributing)
- [License](#license)
## Installation
### Using ComfyUI Manager
- Open ComfyUI Manager.
- Search LF Nodes.
- Install the node suite and restart ComfyUI.
### Manual
- Go to the `ComfyUI/custom_nodes` folder.
- Open a terminal.
- Copy and paste this command `git clone https://github.com/lucafoscili/lf-nodes.git`.
## Workflow samples
### [Compare images](https://github.com/lucafoscili/lucafoscili/blob/3c8e1c3b4d802115a0cd03c29eb71db0ba698a89/lf-nodes/workflows/Compare%20images.json)
### [e2e](https://github.com/lucafoscili/lucafoscili/blob/a42765fc6ef9a394deeb695e4c31eaf3c5ec6139/lf-nodes/workflows/E2E.json)
### [Flux + LLM Character manager](https://github.com/lucafoscili/lucafoscili/blob/a42765fc6ef9a394deeb695e4c31eaf3c5ec6139/lf-nodes/workflows/Flux%20%2B%20LLM%20Character%20manager.json)
### [I2I (Refine)](https://github.com/lucafoscili/lucafoscili/blob/a42765fc6ef9a394deeb695e4c31eaf3c5ec6139/lf-nodes/workflows/Image%202%20Image%20(Refine).json)
.png)
### [LLM Chat](https://github.com/lucafoscili/lucafoscili/blob/main/lf-nodes/workflows/LLM%20Chat.json)
### [LoRA tester](https://github.com/lucafoscili/lucafoscili/blob/a42765fc6ef9a394deeb695e4c31eaf3c5ec6139/lf-nodes/workflows/Lora%20tester.json)
### [Markdown documentation](https://github.com/lucafoscili/lucafoscili/blob/a42765fc6ef9a394deeb695e4c31eaf3c5ec6139/lf-nodes/workflows/Markdown%20documentation.json)
### [Resize for web + blurred placeholder](https://github.com/lucafoscili/lucafoscili/blob/a42765fc6ef9a394deeb695e4c31eaf3c5ec6139/lf-nodes/workflows/Multiple%20image%20resize%20for%20web%20%2B%20blurred%20placeholder.json)
## Notes
The LLM nodes were tested with [Koboldcpp](https://github.com/LostRuins/koboldcpp/tree/v1.73), but any Open AI-compatible endpoint that does not require authentication/an API key should work.
The model used in the workflows samples is [UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3](https://huggingface.co/UCLA-AGI/Llama-3-Instruct-8B-SPPO-Iter3) with [ChaoticNeutrals/LLaVA-Llama-3-8B-mmproj-Updated](https://huggingface.co/ChaoticNeutrals/LLaVA-Llama-3-8B-mmproj-Updated).
## Contributing
Contributions to this repository are welcome, feel free to submit pull requests or open issues for discussion!
To setup the environment clone this repository, then from the root open a terminal and run the command
`pip install -r requirements.txt`
This will install all the required dependencies for the Python backend.
To build the frontend, you will need to have Node.js and Yarn installed, then run the command
`yarn setup`
This command will install all the dependencies.
_Note that the repository includes the compiled frontend sources, so you can skip this step if you don't plan to modify the frontend._
`yarn build`
This command will compile all the frontend sources and generate/refresh the actual web directory.
## License
MIT License