Comfyui workflow api. Skip to content. It allows you to edit API-format ComfyUI workflows and queue them programmaticaly to the already running ComfyUI. net. json to see how the API input should look like. In the Load Checkpoint node, select the checkpoint file you just downloaded. com/ZHO-ZHO-ZHO/ComfyUI-Gemini 20240806. Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything. 👏 欢迎来到我的 ComfyUI 工作流集合地！ 为了给大家提供福利，粗糙地搭建了一个平台，有什么反馈优化的地方，或者你想让我帮忙实现一些功能，可以提交 issue 或者邮件联系我 theboylzh@163. json - Saved Comfy UI workflow; Let me know if you have any other questions! Credits. Install these with Install Missing Custom Nodes in ComfyUI Manager. Here's a list of example workflows in the official ComfyUI repo. The solution would be to save your workflow normally, and then after loading it, work out the intersections of the groups spatially using the pos and size keys on the nodes and the bounding This node performs API requests and processes the responses: auth_url: Specify the authentication endpoint of the API. ControlNet and T2I-Adapter Share, Run and Deploy ComfyUI workflows in the cloud. Empowers AI Art creation with high-speed GPUs & efficient workflows, no tech setup needed. One of the best parts about ComfyUI is how easy it is to download and swap between workflows. The way title: 使用python调用comfyui-api，实现出图自由date: 2024-03-13 22:31:331、comfyui设置打开comfyui，记录下对应的端口，设置开发者模式打开一条workflow工作流，这里以comfyui自带的工作流为例，保存为api格式再次打开api格式工作流这里一定再次点击查看是否能运行正常，因为有的节点可能在api格式中无法运作 ComfyUI API. Contribute to jtydhr88/ComfyUI-Workflow-Encrypt development by creating an account on GitHub. - heyBRED/ComfyUI-main. Introduction. (For Windows users) If you still cannot build Insightface for some reasons or just don't want to install Visual Studio or VS C++ Build Tools - do the following: Integrate the power of LLMs into ComfyUI workflows easily or just experiment with GPT. Export your In this case, save the picture to your computer and then drag it into ComfyUI. T2I-Adapters are much much more efficient than ControlNets so I highly recommend them. Installing ComfyUI. Furthermore, this extension provides a hub feature and convenience functions to access a wide range of information within ComfyUI. I long hoped people would start using ComfyUI to create pure LLM pipelines. Please also take a look at the test_input. This workflow utilizes the API of Tripo to easily achieve the effect of converting an image into a 3D model. Installing ComfyUI on Mac M1/M2. Ignore the prompts and setup config and script files used in tutorial. Limitations install and use ComfyUI for the first time; install ComfyUI manager; run the default examples; install and use popular custom nodes; run your ComfyUI workflow on Replicate; run your ComfyUI workflow with an API; Install ComfyUI. Face Detailer ComfyUI Workflow/Tutorial - Fixing Faces in Any Video or Animation. Features. Run your ComfyUI workflow on Replicate . DocVQA allows you to ask questions about the content of document images, and the model will provide answers based on A minimalist node that calls LLMs, combined with one API, can call all language models, including local models. Just upload the JSON file, and we'll automatically download the custom nodes run ComfyUI interactively to develop workflows. 1 DEV + SCHNELL 双工作流. To update ComfyUI, double-click to run the file ComfyUI_windows_portable > update > update_comfyui. It provides a comfortable and familiar workspace for Extensions can call the following API to add toast messages. Closed 3 of 4 tasks. IpAdapter Animatediff · 245s · 3 months ago. Seamlessly switch between workflows, create and update them within a single workspace, like Google Docs. AP Workflow 11. Updating ComfyUI on Windows. Jbog, known for his innovative animations, shares his workflow and techniques in Civitai twitch and on the Civitai YouTube channel. All the images in this repo contain metadata which means they can be loaded into ComfyUI with the Load button The API expects a JSON in this form, where workflow is the workflow from ComfyUI, exported as JSON and images is optional. 1-dev Non-Commercial License (opens in a new tab) Download Flux dev FP8 Checkpoint ComfyUI workflow example Flux Schnell FP8 Checkpoint version workflow example Examples of ComfyUI workflows. Support. Blame. js, Swift, Elixir and Go clients. json files into an executable Python script that can run without launching the ComfyUI server. Sign in Product Actions. By the end of this article, you will have a fully functioning text to image workflow in ComfyUI built entirely from scratch. json into a Python file called _generated_workflow_api. py replace the existing block of import statements with the one below. This isn't ideal, obviously, because when scripting to an API with common processes for multiple workflows, you need to go in to the json and manually change all the node IDs to match, which means I used this as motivation to learn ComfyUI. Key Advantages of SD3 Model: This workflow primarily utilizes the SD3 model for portrait processing. We The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. - ImDarkTom/ComfyUIMini. The script mentions the need to purchase credits and input the API key in the ComfyUI workflow to generate images using SD3. json in Examples of ComfyUI workflows. Workflow Templates Tiled Diffusion, MultiDiffusion, Mixture of Diffusers, and optimized VAE - shiimizu/ComfyUI-TiledDiffusion Inpainting with ComfyUI isn’t as straightforward as other applications. Focus on building next-gen AI experiences rather than on In this blog post, we’ll show you how to convert your ComfyUI workflow to executable Python code as an alternative design to serving a workflow in production. A recent update to ComfyUI means that Take your custom ComfyUI workflows to production. ControlNet and T2I-Adapter - ComfyUI workflow Examples Note that in these examples the raw image is passed directly to the ControlNet/T2I adapter. Creators develop workflows in ComfyUI and productize these workflows into web applications using ComfyFlowApp. ComfyUI-IF_AI_tools is a set of custom nodes for ComfyUI that allows you to generate prompts using a local Large Language Model (LLM) via Ollama. args[0]. x, SD2. - ltdrdata/ComfyUI-Manager Start by running the ComfyUI examples . Remember to use the designated button for saving API files rather than the regular save button. SD3 Model Pros and Cons. 0 工作流. Automate any workflow Packages. ComfyUI workflows can be run on Baseten by exporting them in an API format. 1. Community. It has quickly grown to You can run ComfyUI workflows on Replicate, which means you can run them with an API too. 新增 SD3 Medium 工作流 + Colab 云部署 When you purchase a subscription, you are buying a time slice to utilize powerful GPUs such as T4, L4, A10, A100 and H100 for running ComfyUI workflows. Combining the UI and the API in a single app makes it easy to iterate on your workflow Take your custom ComfyUI workflows to production. Toggle theme Login. You send us your ComfyUI Ollama integrates the Ollama API into the ComfyUI environment, enabling users to interact with various language models provided by Ollama. You signed out in another tab or window. To run a ComfyUI Workflow externally, you need to create the workflow in JSON format. - fairy-root/comfyui-ollama-llms This node is the primary way to get input for your workflow. add ({severity: 'info', summary: Zod schema for input validation on ComfyUI workflow. The workflow, which is now released as an app, can also be edited again by right-clicking. Once the workflow is finished it returns the images generated, in this case a . om。 说明：这个工作流使用了 LCM This node performs API requests and processes the responses: auth_url: Specify the authentication endpoint of the API. Run the Python workflow. Comfy. To use this properly, you would need a running Ollama server reachable from the host that is running ComfyUI. Changed general advice. Unfortunately, there isn't a lot on API documentation and the examples that have been offered so far don't deal with some important issues (for example: good ways to pass images to Comfy This is a small python wrapper over the ComfyUI API. Seamlessly switch between workflows, as well as import, export workflows, reuse subworkflows, install models, browse your models in a single workspace - 11cafe/comfyui-workspace-manager Loading full workflows (with seeds) from generated PNG files. . You can use our official Python, Node. Welcome to the comprehensive, community-maintained documentation for ComfyUI open in new window, the cutting-edge, modular Stable Diffusion GUI and backend. json. x and SDXL; All Workflows / ComfyUI - Flux Inpainting Technique. ICU Serverless cloud for running ComfyUI workflows with an API API workflows . Explore. Configure the input parameters according to your requirements. ComfyUI provides a powerful yet intuitive way to harness Stable Diffusion through a flowchart interface. ; auth_body_text: Enter the payload for the API authentication request. You can run ComfyUI workflows directly on Replicate using the fofr/any-comfyui-workflow model. That isnt broken, that is how it works. THE SCRIPT WILL NOT WORK IF YOU DO NOT ENABLE THIS OPTION! Load up your favorite workflows, then click the newly enabled Save (API Format) button under Queue Prompt. Integrating API Clients with Workflow. Custom Nodes: The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface. ; Load TouchDesigner_img2img. Build the large workflow which contains all of your sub workflows and set all nodes to be always mode. A recent update to ComfyUI means that api format json files can ComfyUIを直接操作して画像生成するのも良いですが、アプリのバックエンドとしても利用したいですよね。今回は、ComfyUIをAPIとして使用してみたいと思います。 1. Download a checkpoint file. InstantID Basic · 11s · 6 months ago. After importing the workflow, you must map the ComfyUI Workflow Nodes according to the imported workflow node IDs. In this guide, I’ll be covering a basic inpainting workflow Deploy ComfyUI and ComfyFlowApp to cloud services like RunPod/Vast. You can construct an image generation workflow by chaining different blocks (called nodes) together. py . Troubleshooting. (The zip file is the Currently, all nodes are accessible by an ID that is, strangely, a string of an int based on the order in which they were added to the UI. Focus on building next-gen AI experiences rather than on Take your custom ComfyUI workflows to production. Just upload the JSON file, and we'll automatically download the custom nodes and models for you, plus offer online editing if necessary. 新增 LivePortrait Animals 1. By hosting your projects and utilizing this WebSocket API concept, you can dynamically process user input to create an incredible style transfer or stunning photo effect. vindia9 opened this issue Mar 21, 2024 · 2 comments Closed 3 of 4 tasks. Each subscription plan provides a different amount of GPU time per month. Modify your API JSON file to The ComfyUI API Calls Python script explained # What really matters is the way we inject the workflow to the API # the workflow is JSON text coming from a file: prompt = json. Fully supports SD1. About. 5 Pro 可接受图像作为输入 This repo contains the code from my YouTube tutorial on building a Python API to connect Gradio and Comfy UI for AI image generation with Stable Diffusion models. Create your comfyui workflow app，and share with your friends. 0 EA5 AP Workflow for ComfyUI early access features available now: [EA5] The Discord Bot function is now the Bot function, as AP Workflow 11 now can serve images via either a Discord or a Telegram bot. Loras are patches applied on top of the main MODEL and the CLIP model so to use them put them in the models/loras directory and use the A ComfyUI Workflow for swapping clothes using SAL-VTON. The only important thing is that for optimal performance the resolution should be set to 1024x1024 or other resolutions with the same amount of pixels but a different aspect ratio. controlnet. 0. Reload to refresh your session. Get a stability. Make litegraph a npm dependency. Users can drag and drop nodes to design advanced AI art pipelines, and also take advantage of libraries of existing workflows. This is also the reason why there are a lot of custom nodes in this workflow. ComfyUI LLM Party, from the most basic LLM multi-tool call, role setting to quickly build your own exclusive AI assistant, to the industry-specific word vector RAG and GraphRAG to localize the management of the industry knowledge base; from a single agent pipeline, to the construction of complex agent-agent radial interaction mode and ring interaction Join the Early Access Program to access unreleased workflows and bleeding-edge new features. Note that path MUST be a string literal and cannot be processed as input from another node. 14. You can then use these api jsons in these script You can load this image in ComfyUI to get the full workflow. Python API to connect Gradio and Comfy UI for AI image generation with Stable Diffusion Comfy Summit Workflows (Los Angeles, US & Shenzhen, China) Challenges. All LoRA flavours: Lycoris, loha, lokr, locon, etc are used this way. A web app made to let mobile users run ComfyUI workflows. json to the prompt API exists, it will make the life of the API consumers a lot easier. 87. Comfy Deploy Dashboard (https://comfydeploy. Check ollama api docs to get info on the parameters. x and SDXL; 由于ComfyUI没有官方的API文档，所以想要去利用ComfyUI开发一些web应用会比 a1111 webui这种在fastapi加持下有完整交互式API文档的要困难一些，而且不像a1111 sdwebui 对很多pipeline都有比较好的封装，基本可以直接用，comfyui里，pipeline也需要自己找workflow或者自己从头搭，虽说有非常高的灵活度，但如果想要和 Welcome to the unofficial ComfyUI subreddit. Share, discover, & run thousands of ComfyUI workflows. proxy. model. Select the workflow_api. Belittling their efforts will get you banned. This page should have given you a good initial overview of how to get started with Comfy. Launch ComfyUI by running python main. By the end, you'll understand the basics of building a Python API and connecting a user interface with an AI workflow Turn on the “Enable Dev mode Options” from the ComfyUI settings (via the settings icon) Load your workflow into ComfyUI; Export your API JSON using the “Save (API format)” button; 2. i see, i thought there is something like -1 like A1111's api, btw thanks for the help !! :) You can feed it any seed you want on this line, including a random seed. Registry API. LI, and I just turned it into a 3D model. 003, Free download: License Type: Enterprise solutions, API only: Open-source, FLUX. Heads up: Batch Prompt Schedule does not work with the python API templates provided by ComfyUI github. This workflow can turn your flat illustration into a 3D image without entering any prompt word. Launch ComfyUI and start using the SuperPrompter node in your workflows! (Alternately you can just paste the github address into the comfy manager Git installation option) 📋 Usage: Add the SuperPrompter node to your ComfyUI workflow. Explore Docs Pricing. 一个极简的调用LLMs的节点，结合one-api And the following is the principle how I build a dynamic API based on ComfyUI. In this article, I will demonstrate how I typically setup my environment and use my ComfyUI Compact workflow to generate images. The only important thing is that for optimal performance the resolution should be Lora Examples. 只要几秒就可以将你的ComfyUI工作流开发成一个Web应用，并分享给其他用户使用。 ComfyFlowApp 是什么？ ComfyFlowApp 是一个 ComfyUI 的扩展工具， 可以轻松从 ComfyUI 工作流开发出一个简单易用的 Web 应用，降低 ComfyUI 的使用门槛。 如下 June 24, 2024 - Major rework - Updated all workflows to account for the new nodes. Check under downloads folder to find the following files; In this example, we have exported a worflow A web app made to let mobile users run ComfyUI workflows. ComfyUI Custom Nodes ; ComfyUI Custom Extensions Today, we will delve into the features of SD3 and how to utilize it within ComfyUI. nodes. For this study case, I will use DucHaiten-Pony Now, directly drag and drop the workflow into ComfyUI. To serve the model pipeline in production, we’ll export the with normal ComfyUI workflow json files, they can be drag-&-dropped into the main UI and the workflow would be loaded. Open the ComfyUI Node Editor; Switch to the ComfyUI Node Editor, press N to open the sidebar/n-menu, and click the Launch/Connect to ComfyUI button to launch ComfyUI or connect to it. Our API is designed to help developers focus on creating innovative AI experiences without the burden of managing GPU infrastructure. ComfyUI should automatically start on your browser. extensionManager. It works by using a ComfyUI JSON blob. 20240802. When making a request to the ComfyUI API, if the current queue in the workflow encounters a PreviewImage or SaveImage node, it is set to save the image in Introduction ComfyUI is an open-source node-based workflow solution for Stable Diffusion. json file. A lot of people are just discovering this technology, and want to show off what they created. You switched accounts on another tab or window. ai API key In Part 2 we will be taking a deeper dive into the various endpoints available in ComfyUI and how to use them. Refresh the ComfyUI. While AUTOMATIC1111 can generate images based on prompt variations, I haven’t found the same possibility in ComfyUI. - if-ai/ComfyUI-IF_AI_tools Introduction. py --force-fp16. ; Configure the auth_url and For some workflow examples and see what ComfyUI can do you can check out: ComfyUI Examples. 2. それでは、Pythonコードを使ってComfyUIのAPIを操作してみましょう。ここでは、先ほど準備したworkflow_api. ControlNets will slow down generation speed by a significant amount while T2I-Adapters have almost zero negative impact . Play around with the prompts to generate different images. ; kind - What type to expect for this value -- e. Since Stable Diffusion 3 is not available for download yet, we need to use the stability. The workflow (workflow_api. Includes the Ksampler Inspire node that includes the Align Your Steps scheduler for improved image quality. ; array_path: Navigate through the response object to locate the desired object or array, especially useful if it's nested. Welcome to the unofficial ComfyUI subreddit. 3 or higher for MPS acceleration Hey this is my first ComfyUI workflow hope you enjoy it! I've never shared a flow before so if it has problems please let me know. Gather your input files. ComfyUI dissects a workflow into adjustable components, enabling users to customize their own unique processes. To serve the Learn how to use Python to call the comfyui-api for flexible image generation with a guide on setting up workflows. serve a ComfyUI workflow as an API. Most Awaited Full Fine Tuning (with DreamBooth effect) Tutorial Generated Images - Full Workflow Shared In The Comments - NO Paywall This Time - Explained OneTrainer - Cumulative Experience of 16 Months Stable Diffusion Turn on the “Enable Dev mode Options” from the ComfyUI settings (via the settings icon) Load your workflow into ComfyUI; Export your API JSON using the “Save (API format)” button; 2. Simply select an image and run. Check out our blog on how to serve ComfyUI models behind an API endpoint if you need help converting your workflow accordingly. The default workflow is a simple text-to-image const deps = await generateDependencyGraph ({workflow_api, // required, workflow API form ComfyUI snapshot, // optional, snapshot generated form ComfyUI Manager computeFileHash, // optional, any function that COMFYUI_URL: URL to ComfyUI instance; CLIENT_ID: Client ID for API; POSITIVE_PROMPT_INPUT_ID: Input ID of the workflow where there is a text field for the positive prompt; NEGATIVE_PROMPT_INPUT_ID: Input ID of the workflow where there is a text field for the negative prompt; SEED_PROMPT_INPUT_ID: Input ID of the Contribute to kijai/ComfyUI-LivePortraitKJ development by creating an account on GitHub. Is there a way to achieve this using the ComfyUI API? The second problem is that both groups and bypassed nodes are simply omitted from API workflows. Navigation Menu You need to save your workflow in API Format to be able to import it as regular saving doesnt provide enough information to list all available In this workflow building series, we'll learn added customizations in digestible chunks, synchronous with our workflow's development, and one update at a time. Join the largest ComfyUI community. ComfyFlow Creator Studio Docs Menu. Modify your API JSON file to ComfyICU provides a robust REST API that allows you to seamlessly integrate and execute your custom ComfyUI workflows in production environments. Achieves high FPS using frame interpolation (w/ RIFE). jsonを読み込み、CLIPTextEncodeノードのテキストとKSamplerノードのシードを変更して画像生成を実行する例を紹介します。 (I recommend you to use ComfyUI Manager - otherwise you workflow can be lost after you refresh the page if you didn't save it before that). Take your custom ComfyUI workflows to production. Step 2: Modifying the ComfyUI workflow to an API-compatible format. The reason is that we need more LLM-focused nodes. Tips and tricks. Host and manage packages Security. Go to the “CLIP Text Encode (Prompt)” Open source comfyui deployment platform, a vercel for generative workflow infra. 💡ComfyUI. ::: tip Some workflows, such as ones that use any of the Flux models, may utilize multiple nodes IDs that is necessary to fill in for Examples of ComfyUI workflows. toast. 3. Focus on building next-gen AI experiences rather than on Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything. json file through the extension and it creates a python script that will immediate run your workflow. bat. For example, alwayson_scripts. I will Hey all, another tutorial, hopefully this can help with anyone who has trouble dealing with all the noodly goodness of comfyUI, in it I show some good layout practices for comfyUI and show how modular systems can be built. Usage Example. mins. (serverless hosted gpu with vertical intergation with comfyui) Join Discord to chat more or visit Comfy Deploy to get started! Check out our latest nextjs starter kit with Comfy Deploy # How it works. x, 2. Send to TouchDesigner - "Send Image (WebSocket)" node should be used instead of preview, save image and etc. Contribute to 9elements/comfyui-api development by creating an account on GitHub. Place the file under ComfyUI/models/checkpoints. Here is the input image I used for this workflow: T2I-Adapter vs ControlNets. I'm having a hard time understanding how the API functions and how to effectively use it in my project. json workflow_api. 5 img2img workflow, only it is saved in api format. Nodes work by linking together simple operations to complete a larger complex task. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. png and a . Click Load Default button to use the default workflow. You will need MacOS 12. ThinkDiffusion_ControlNet_Depth. Then I created two more sets of nodes, from Load Images to the Introduction to comfyUI. It offers convenient functionalities such as text-to-image After downloading the workflow_api. ComfyUIの起動 まず、通常通りにComfyUIを起動します。起動は、notebookからでもコマンドからでも、どちらでも構いません。 Follow the ComfyUI manual installation instructions for Windows and Linux. Attached are two json files exported from ComfyUI, one normal the other for api. Getting Started. Rework of almost the whole thing that's been in develop is now merged into main, this means old workflows will not work, but everything should be faster and there's lots of new features. In TouchDesigner set TOP operator in "ETN_LoadImageBase64 image" field on Workflow page. The workflows are meant as a learning exercise, they are by no means "the best" or the most optimized but they should give you a good understanding of how ComfyUI works. 5 checkpoints. This tool enables you to enhance your image generation workflow by leveraging the power of language models. json workflow file to your ComfyUI/ComfyUI-to Recommended Workflows. I use it to iterate over multiple prompts and key parameters of workflow and get hundreds of images overnight to cherrypick from. 22. It might seem daunting at first, but you actually don't need to fully learn how these are connected. You can Load these images in ComfyUI to get the full workflow. ai API for that purpose. const deps = await generateDependencyGraph ({workflow_api, // required, workflow API form ComfyUI snapshot, // optional, snapshot generated form ComfyUI Manager computeFileHash, // optional, any function that returns a file hash handleFileUpload, // optional, any custom file upload handler, for external files right now}); Polish and optimize prompt through large language models to improve the quality of generated images. It generates a full dataset with just one click. Unleash endless possibilities with ComfyUI and Stable Diffusion, committed to crafting refined AI-Gen tools and cultivating a vibrant community for both developers and users. Using API: Flux Pro can be used to generate images using APIs. 0 reviews. Now, many are facing errors like "unable to find load diffusion model nodes". Install the ComfyUI dependencies. json 文件中，运行时会自动加载 推荐使用管理器 ComfyUI Manager 安装（On The Way） Clone this repository into comfy/custom_nodes or Just search for AnyNode on ComfyUI Manager; If you're using openAI API, follow the OpenAI instructions; If you're using Gemini, follow the Gemini Instructions I titled the node Image Filter just so I can remember what it's supposed to be doing in the workflow. For this tutorial, the workflow file can be copied We will download and reuse the script from the ComfyUI : Using The API : In file basic_workflow_websockets_api. EDIT: For example this workflow shows the use of the other prompt windows. All the images in this repo contain metadata which means they can be loaded into ComfyUI with the Load button (or dragged onto the window) to get the full workflow that was used to create the image. It offers management functions to install, remove, disable, and enable various custom nodes of ComfyUI. Loading full workflows (with seeds) from generated PNG, WebP and FLAC files. But now we need to Workflow. ComfyUI . ai/AWS, and map the server ports for public access, such as https://{POD_ID}-{INTERNAL_PORT}. Comfyui Flux - Super Simple Workflow. In this video, I show you how to build a Python API to connect Gradio and Comfy UI for generating AI images. This is due to the older version of ComfyUI you are running into machine. I made this using the following workflow with two images as a starting point from the ComfyUI IPAdapter node repository. Generates backgrounds and swaps faces using Stable Diffusion 1. ComfyUI_examples SDXL Examples. Keyboard Shortcuts. g. These resources are a goldmine for learning Turn on the “Enable Dev mode Options” from the ComfyUI settings (via the settings icon) Load your workflow into ComfyUI; Export your API JSON using the “Save (API format)” button; 2. The easiest way to get to grips with how ComfyUI works is to start from the shared examples. I would need your experience to understand which is the best in terms of performance and functionality. We can then run new prompts to generate a totally new image API. Easy install and version management 使用前请先申请 API ：Stability API key，每个账户提供 25 个免费积分 将 Stability API key 添加到 config. Returning to the code editor, we can now establish the connection between the API clients and the workflow. ComfyUI breaks down a workflow into rearrangeable Examples of workflows supported by Remix and ComfyUI via REST API. (For Windows users) If you still cannot build Insightface for some reasons or just don't want to install Visual Studio or VS C++ Build Tools - do the following: This is a small workflow guide on how to generate a dataset of images using ComfyUI. py in your local directory. com) or self-hosted 「ChatDev」では画像生成にOpenAIのAPI（DALL-E）を使っている。手軽だが自由度が低く、創作向きではない印象。今回は「ComfyUI」のAPIを試してみた。 ComfyUIの起動 まず、通常どおりComfyUIをインストール・起動し What is ComfyUI? ComfyUI is a node-based GUI for Stable Diffusion. Find and fix vulnerabilities comfyui-api / workflows / basic_image_to_image. I used these Models and Loras:-epicrealism_pure_Evolution_V5 This probably isn't the completely recommended workflow though as it has POS_G and NEG_G prompt windows but none for POS_L, POS_R, NEG_L, and NEG_R which is part of SDXL's trained prompting format. It’s looking like I need to do a little automation and put comfy on an endpoint. Send to ComfyUI - "Load Image (Base64)" node should be used instead of default load image. More params info. /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site. 5 model generates images based on text prompts. Support for SD 1. However at the time of writing, drag-&-dropping the api-format Today, I will explain how to convert standard workflows into API-compatible formats and then use them in a Python script. ; Configure the auth_url and Disclaimer: this article was originally wrote to present the ComfyUI Compact workflow. loads(prompt_text_example_1) # then we nest it under a "prompt" key: p = {"prompt": prompt} # then we encode it to UTF8: data = The above pipeline takes as input a text prompt, starts the ComfyUI server, loads the custom workflow, injects the input prompt within the json workflow and starts the ComfyUI execution. Unlock the Power of ComfyUI: A Beginner's Guide with Hands-On Practice (GUI) for stable diffusion, complete with an API and backend architecture. com) or self-hosted /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site. Now we can run this generated code and fetch the generated images. *This octopus man's portrait is a work by artist LOXEL. Run modal run comfypython::fetch_comfyui_to_python to convert workflow_api. However, there are a few ways you can approach this problem. See the paths section below for more details. For this study case, I will use DucHaiten-Pony Update the workflow in April 12th with ipa plus 2. You will need to customize it to the needs of your specific dataset. Start with the default workflow. You can customize various aspects of the character such as age, race, body type, pose, and also adjust parameters for eyes Encrypt your comfyui workflow with key. For some workflow examples and see what ComfyUI can do you can check out: ComfyUI Examples. Modify your API JSON file to The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface. Click Load Default button to use The workflow (workflow_api. To serve the 显式API KEY：直接在节点中输入 Gemini_API_Key，仅供个人私密使用，请勿将包含 API KEY 的工作流分享出去. 1 [dev] for efficient non-commercial use, workflow_api. You just run the workflow_api. 37. 12. ComfyUI has quickly grown to encompass more than just Stable Diffusion. x, SDXL, LoRA, and upscaling makes ComfyUI flexible. 1K. Have any of you used the comfy API? If so can you please shoot me a good tutorial or example? [GUIDE] ComfyUI AnimateDiff Guide/Workflows Including Prompt Scheduling - An Inner-Reflections Guide (Including a Beginner Guide) Let’s start by saving the default workflow in api format and use the default name workflow_api. This is a great project to make your own fronten (I recommend you to use ComfyUI Manager - otherwise you workflow can be lost after you refresh the page if you didn't save it before that). - kkkstya/ComfyUI-25-07-24-stable. 5. Or, switch the "Server Type" in the addon's preferences to remote server so that you can link your Blender to a running ComfyUI process. Next create a file named: multiprompt_multicheckpoint_multires_api_workflow. webp (still image and video). 1 [dev] for efficient non-commercial use, Welcome to the unofficial ComfyUI subreddit. 1 [pro] for top-tier performance, FLUX. Run ComfyUI workflows using our easy-to-use REST API. Some commonly used blocks are Loading a Checkpoint Model, entering a prompt, specifying a sampler, etc. Description. And the reason for that is that, at some point, multi-modal AI models will force us to have LLM and T2I models cooperate within the same automation workflow. The web app can be configured with categories, and the web app can be edited and updated in the right-click menu of ComfyUI. Please subscribe there for more AI/coding videos. 20240612. #89; Introduce Vue to start managing part of the UI. A model image (the person you want to put clothes on) A garment product image (the clothes you want to put on the model) Garment and model images should be close to 3 In this guide, we’ll deploy image generation pipelines built with ComfyUI behind an API endpoint so they can be shared and used in applications. Nodes interface can be used to create complex workflows like one for Hires fix or much more advanced ones. runpod. comfyUI stands out as an AI drawing software with a versatile node-based and flow-style custom workflow. But I still think the result turned out pretty well and wanted to share it with the community :) It's pretty self-explanatory. Manage your Workflow more conveniently, and every change you make will be automatically saved, so you no longer need to manually export and save your workflow All Workflows / ComfyUI | Flux - LoRA & Negative Prompt. No containers. Very good. And above all, BE NICE. In the previous guide, the way the example script was done meant that the Comfy queue The API expects a JSON in this form, where workflow is the workflow from ComfyUI, exported as JSON and images is optional. The normal one can be imported with no issues, while the API version's nodes have broken links. In this guide, we’ll deploy image generation pipelines built with ComfyUI behind an API endpoint so they can be shared and used in applications. FLUX is an advanced image generation model, available in three variants: FLUX. A ComfyUI workflows and models management extension to organize and manage all your workflows, models in one place. Explore the newest features, models, and node updates in ComfyUI and how they can be applied to your digital creations. json) is identical to ComfyUI’s example SD1. - code/app-python-comfyui. I believe it's due to the syntax within the scheduler node breaking the syntax of the overall prompt JSON load. The workflow will be displayed automatically. System Requirements What are ComfyUI workflows? ComfyUI is a desktop application that allows granular multi-step composition of AI images. However, you can achieve the same result thanks to ComfyUI API and curl. Fast and lightweight. The last method is to copy text-based This repo contains examples of what is achievable with ComfyUI. json file to import the exported workflow from ComfyUI into Open WebUI. ComfyUI is a user interface that allows users to interact with and utilize AI models like Stable Diffusion 3 without relying on external web interfaces. Deepening Your ComfyUI Knowledge: To further enhance your understanding and skills in ComfyUI, exploring Jbog's workflow from Civitai is invaluable. Additionally, I will explain how to upload ComfyUI is a simple yet powerful Stable Diffusion UI with a graph and nodes interface. json file, open the ComfyUI GUI, click “Load,” and select the workflow_api. Launch ComfyUI, click the gear icon over Queue Prompt, then check Enable Dev mode Options. Contributing. ComfyUI API; Getting started; Prompt Engineering; Models; Parameters; FAQ ; Resources. There’s nothing quite like selecting a handful of textures in RTX Remix, typing a prompt in ComfyUI, and watching the changes take place in game, to every instance of that asset, without needing to manage a single file. Each ControlNet/T2I adapter needs the image that is passed to it to be in a specific format like depthmaps, canny maps and so on depending on the specific model if you want good results. Fortunately, ComfyUI supports converting to JSON format for API use. Nodes and why it's easy. ComfyUI - Flux Inpainting Technique. Let's try a much more complex Open source comfyui deployment platform, a vercel for generative workflow infra. API: $0. Specify a prefix of nodes for your sub workflow, such as inpaint_sampler, inpaint_vae, controlnet_sampler Export the workflow json by saving ComfyUI-Manager is an extension designed to enhance the usability of ComfyUI. For legacy purposes the old main branch is moved to the legacy -branch All Workflows / Comfyui Flux - Super Simple Workflow. This fork includes support for Document Visual Question Answering (DocVQA) using the Florence2 model. Maybe Stable Diffusion v1. It supports SD1. If your model takes inputs, like images for img2img or controlnet, you have 3 options: Use a URL. You can use it to connect up models, prompts, and other nodes to create your own unique workflow. Gemini_API_Zho：同时支持 3 种模型，其中 Genimi-pro-vision 和 Gemini 1. (gear beside the "Queue Size: ") this will enable a button on the UI to save workflows in api format. RunComfy: Premier cloud-based Comfyui for stable diffusion. Contribute to yushan777/comfyui-api-part1-basic-workflow development by creating an account on GitHub. - comfyanonymous/ComfyUI Hi, I am not familiar with Comfy and I would like to know if anyone has experience creating workflows, exposing parameters in your app and calling a workflow (along with We've built a quick way to share ComfyUI workflows through an API and an interactive widget. I moved it as a model, since it's easier to update versions. Take your custom ComfyUI workflow to production. This blog post Take your custom ComfyUI workflows to production. ControlNet and T2I-Adapter ComfyUI is a node-based interface to use Stable Diffusion which was created by comfyanonymous in 2023. Navigation Menu Toggle navigation. 5. ComfyUI Inspire Pack. What it's great for: ControlNet Depth allows us to take an existing image and it will run the pre-processor to generate the outline / depth map of the image. 新增 FLUX. Installing ComfyUI on Mac is a bit more involved. Disclaimer: this article was originally wrote to present the ComfyUI Compact workflow. I. If you have another Stable Diffusion UI you might be able to reuse the dependencies. 0K. Hosting ComfyUI workflows with Web API I searched and found a lot of sites that offer hosting service for ComfyUI workflows. 6. This node performs API requests and processes the responses: auth_url: Specify the authentication endpoint of the API. The way ComfyUI is built Add the AppInfo node, which allows you to transform the workflow into a web app by simple configuration. As reported, Flux Pro can't be downloaded by open users. If you could provide more details about the Stable Diffusion ComfyUI API, such as the key endpoints and their respective request and response formats, or any upcoming updates or changes, it would be very helpful for If a functionality to convert the workflow to workflow_api or even better an option to push the workflow. Hello, I'm a beginner trying to navigate through the ComfyUI API for SDXL 0. Step 6: Generate Your First Image. load(file) # or a string: prompt = json. workflow. This is a small python wrapper over the ComfyUI API. x, SD2, SDXL ComfyUI の API にデータを投げやすくするだけのクラスです。 普通版（ComfyUiClient）と、async 版（ComfyUiClientAsync）があります。 ComfyUI dissects a workflow into adjustable components, enabling users to customize their own unique processes. ; Configure the auth_url and You signed in with another tab or window. Simple and scalable ComfyUI API Take your custom ComfyUI workflows to production. This guide is designed to help you quickly get started with ComfyUI, run your first image generation, and If you are still having issues with the API, I created an extension to convert any comfyui workflow (including custom nodes) into executable python code that will run without relying on the comfyui server. SDXL Examples. Only need your json workflow and models for deployment. 03, Free download: API: $0. 5K. ComfyUI Examples. Focus on building next-gen AI experiences rather than on maintaining own GPU infrastructure. In this article, we will create a very simple workflow to generate images with the latest version of Stable Diffusion 3 within comfyUI. 9. Potential use cases include: Streamlining the process for creating a lean app or pipeline deployment that uses a ComfyUI workflow Creating programmatic experiments for various prompt/parameter values Take your custom ComfyUI workflows to production. The goal is to enable easier sharing, batch processing, and use of workflows in apps/sites. Both of my images have the flow embedded in the image so you can simply drag and drop the image into ComfyUI and it should open up the flow but I've also included the json in a zip file. To load a workflow, simply click the Load button on the right sidebar, and select the workflow . You can also easily upload & share your own ComfyUI workflows, so that others can build on top of them! :) Why I built this: I just started learning ComfyUI, and really like how it saves the workflow info within each image it generates. But for a base to start at it'll work. Move the downloaded . ICU. By saving our modified workflow as an API call, we ensure the proper format for future use. These are examples demonstrating how to use Loras. 11 KB. Add nodes/presets Playground v2. Saving/Loading workflows as Json files. ComfyUI | Flux - LoRA & Negative Prompt. Those are two different formats. Thanks to the node-based interface, you can build workflows consisting of dozens of Quick Start. The workflows are designed for readability; the execution flows from left to right, from top to bottom and you should be able to easily follow the "spaghetti" without moving nodes ControlNet Depth ComfyUI workflow. x, SDXL, Stable Video Diffusion and Stable The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface. Much of it Add ComfyUI workflow api #2927. It is a Latent Diffusion Model that uses two fixed, pre-trained text encoders (OpenCLIP-ViT/G and CLIP-ViT/L). basically, this lets you upload and version control your workflows, and then you can use your local machine / or any server with comfy UI installed, then use the endpoint just like any simple API, to trigger your custom workflow, it will also handle the generated output upload and stuff to s3 compatible storage. Text to Image: Build Your First Workflow. x, SDXL, Stable Video Diffusion, Stable Cascade, SD3 and Stable In this guide, we’ll deploy image generation pipelines built with ComfyUI behind an API endpoint so they can be shared and used in applications. 7. Example: workflow text Download & drop any image from the website into ComfyUI, and ComfyUI will load that image's entire workflow. It offers the following advantages: Significant performance optimization for SDXL model inference High customizability, allowing users granular control Portable workflows that can be shared easily Developer-friendly Due to these advantages, Comfy API Simplified. Unlike other Stable Diffusion tools that have basic text fields where you enter values and information for generating an image, a node-based interface is different in the sense that you’d have to create nodes to build a workflow to ComfyUI Impact Pack: Custom nodes pack for ComfyUI: Custom Nodes: ComfyUI Workspace Manager: A ComfyUI custom node for project management to centralize the management of all your workflows in one place. There might be a bug or issue with something or the workflows so please leave a comment if there is an issue with the workflow or a poor explanation. https://github. Area Composition; Inpainting with both regular and inpainting models. Credit to my YouTube channel Code Crafters Corner for the original tutorial. we have a large external application and do a lot of ComfyUI graph generation there and we have to use the normal format. 本文介绍了如何使用Python调用ComfyUI-API，实现自动化出图功能。首先，需要在ComfyUI中设置相应的端口并开启开发者模式，保存并验证API格式的工作流。接着，在Python脚本中，通过导入必要的库，定义一系列函数，包括显示GIF图片、向服务器队列发送提示信息、获取图片和历史记录等。 Pythonコードの実装. In this video, you'll see how, with the help of Realism LoRA and Negative Prompt in Flux, you can create more detailed, high-quality, and realistic images. For example: 896x1152 or ComfyUI: The Ultimate Guide to Stable Diffusion's Powerful and Modular GUI. This repo contains examples of what is achievable with ComfyUI. ComfyUI can run locally on your computer, as well as on GPUs in the cloud. I would like to further modify the ComfyUI workflow for the aforementioned "Portal" scene, in a way that lets me use single ComfyUI is incredibly flexible and fast; it is the perfect tool launch new workflows in serverless deployments. 完全に上級者向けのComfyUIのAPIの使い方 ComfyUIのAPIは、基本的にワークフローの自動実行に使うもの。サンプルはあるがマニュアルがない。そこでコードを解析してみた。このAPI実行用ワークフローを保存するには、メニューのSettingsのEnable Dev mode Optionにチェックしないと出てこない。 It works by converting your workflow. Focus on building next-gen AI experiences rather than on Discovery, share and run thousands of ComfyUI Workflows on OpenArt. Note that --force-fp16 will only work if you installed the latest pytorch nightly. Some workflows (such as the Clarity Upscale workflow) include custom nodes that aren't included in base ComfyUI. Please keep posted images SFW. path - A simplified JSON path to the value to get. Click Queue Prompt and watch your image generated. Please share your tips, tricks, and workflows for using this software to create your AI art. An arrangement click on the save (API format) and save following this format: workflow_name_api. Simple workflow for using the new Stable Video Diffusion model in ComfyUI for image to video generation. One is for the UX and the other is for the non-UX (API). [EA5] When configured to use We've built a quick way to share ComfyUI workflows through an API and an interactive widget. app. 4K. bjcs kqrw kll ddewkuwo ppwauk wrxnuv wvohnsb lqqjwg uout dul