Comfyui using the api
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Comfyui using the api. 11 (if in the previous step you see 3. ) is running; Restart Comfy To use characters in your actual prompt escape them like \( or \). After the confirmation of your account, the API key can be found in your account within the API keys section. Using the API with ComfyUI. Sep 13, 2023 · Having used ComfyUI for a few weeks, it was apparent that control flow constructs like loops and conditionals are not easily done out of the box. json) is identical to ComfyUI’s example SD1. . py to handle prompts; Turn run_comfyui_python into a web endpoint that can receive requests via API 1 - When connecting any image or roto from Nuke, take into consideration the 'FrameRange' of the output because that will be the batch size. Furthermore, this extension provides a hub feature and convenience functions to access a wide range of information within ComfyUI. For example: Add command-line arguments to _generated_workflow_api. In this example we’ll Feb 13, 2024 · API Workflow. ai API for that purpose. if a live container is busy processing an input, a new container will spin up ComfyUI. Check the setting option "Enable Dev Mode options". Select the workflow_api. Easy to share: Each file is a reproducible workflow. It is recommended to use the show_text node under the function submenu of the right-click menu as the display output for the In this tutorial we will cover how to deploy your custom ComfyUI workflow as an API, leaving the autoscaling, GPU management, platform and cloud optimization to Mystic. (This has been working for awhile now so I'm good there). The provided content is a step-by-step guide for using ComfyUI's API to generate images with different prompts, checkpoints, and image sizes. By the end of this tutorial, you will have a scalable API endpoint from your ComfyUI workflow, suitable for production environments. To use ComfyUI workflow via the API, save the Workflow with the Save (API Format). Feb 23, 2024 · ComfyUI should automatically start on your browser. Jan 1, 2024 · ComfyUI : Using the API : Part 1. stability. 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 generate images. Feb 24, 2024 · ComfyUI is a node-based interface to use Stable Diffusion which was created by comfyanonymous in 2023. You switched accounts on another tab or window. bat" file) or into ComfyUI root folder if you use ComfyUI Portable. The benefits of using ComfyUI are: Lightweight: it runs fast. ComfyUI is a robust and flexible graphical user interface (GUI) for stable diffusion. - borgsid/ComfyUI_20240119 Sep 8, 2024 · The API is broken! Here are some of the API's I have tried to use that cause it to crash. 5 Pro 可接受图像作为输入 Jul 25, 2024 · To use characters in your actual prompt escape them like \( or \). Reload to refresh your session. The aim of this page is to get you up and running with ComfyUI, running your first gen, and providing some suggestions for the next steps to explore. Additionally, I will explain how to upload images or videos via the Features. If you don't have this button, you must enable the "Dev mode Options" by clicking the Settings button on the top right (gear icon). The API format workflow file that you exported in the previous step must be added to the data/ directory in your Truss with the file name comfy_ui_workflow. It offers management functions to install, remove, disable, and enable various custom nodes of ComfyUI. Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything. To give you an idea of how powerful it is: StabilityAI, the creators of Stable Diffusion, use ComfyUI to test Stable Diffusion internally. 10 or for Python 3. sample workflow: LLM Matryoshka dolls; Rapidly develop your own web applications using API + Streamlit. Add API key to environment variable "SAI_API_KEY" Alternatively you can write your API key to file "sai_platform_key. If my custom nodes has added value to your day, consider indulging in a coffee to fuel it further! With ComfyUI running in your browser, you're ready to begin. 2 - ComfyUI doesn't support pixel values greater than 1 and less than 0 even with EXR, make sure the image doesn't have values greater than 1 or use log2lin node and then revert it in nuke, if anyone has another solution please put it in this issue. Added a dangerous omnipotent interpreter node that allows the large model to perform any task. Dreambooth Training SDXL Using Kohya_SS (Windows) Local Training SDXL on Windows. Introduction to Flux. Flux. - ltdrdata/ComfyUI-Manager Mar 15, 2023 · Cushy also includes higher level API / typings for comfy manager, and host management too, (and other non-comfy things that works well with ComfyUI, like a full programmatic image building API to build masks, etc) Click Load Default button to use the default workflow. Installing ComfyUI on Mac M1/M2. Controlling ComfyUI via Script & Command Line. May 3, 2023 · You signed in with another tab or window. To use {} characters in your actual prompt escape them like: \{ or \}. This handy tool manages the installation of ComfyUI, its dependencies, models, and custom nodes. Full Power Of ComfyUI: The server supports the full ComfyUI /prompt API, and can be used to execute any ComfyUI workflow. Dec 19, 2023 · ComfyUI is a node-based user interface for Stable Diffusion. 1 Flux. Installation¶ Export the desired workflow from ComfyUI in API format using the Save (API Format) button. Stateless API: The server is stateless, and can be scaled horizontally to handle more requests. 3 or higher for MPS acceleration support. Good for prototyping: Prototyping with a graphic interface instead of coding. Is there a way to achieve this using the ComfyUI API? One way I was thinking was to separate the single workflow into different parts and then run specific workflows based on the input parameters. I'm not sure if it matches your exact requirements so it still may not be what you are looking for but wanted to make sure you knew. Thank you in advance for your help! Simple and scalable ComfyUI API Take your custom ComfyUI workflows to production. 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. To use characters in your actual prompt escape them like \( or \). In order to use the A1111 API, I need to send in the --api flag when launching. Use the API Key: Use cURL or any other tool to access the API using the API key and your Endpoint ID: Replace <api_key> with your key. 11) or for Python 3. e. In our ComfyUI example, we demonstrate how to run a ComfyUI workflow with arbitrary custom models and nodes as an API. Generate an api key from Tripo Set your key by: [Method1] Set your Tripo API key as an environment variable named TRIPO_API_KEY in your env variables Jan 19, 2024 · The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface. Using the provided Truss template, you can package your ComfyUI project for deployment. Honestly I think it's ideal for building apps based on ComfyUI workflows. x, SD2. And includes support for custom nodes. I've got ComfyUI running on an EC2 instance along side A1111. Abstract. To update ComfyUI, double-click to run the file ComfyUI_windows_portable > update > update_comfyui. If you use the ComfyUI-Login extension, you can use the built-in plugins. Take your custom ComfyUI workflows to production. 1 is a suite of generative image models introduced by Black Forest Labs, a lab with exceptional text-to-image generation and language comprehension capabilities. Click Queue Prompt and watch your image generated. There are some custom nodes that allow for some Today, I will explain how to convert standard workflows into API-compatible formats and then use them in a Python script. 5 times larger image to complement and upscale the image. Gemini_API_Zho:同时支持 3 种模型,其中 Genimi-pro-vision 和 Gemini 1. Sep 14, 2023 · ComfyUI is a powerful graphical user interface for AI image generation and processing. System requirements: Apr 19, 2024 · This article is a brief summary of how to get access to and use the Groq LLM API for free, and how to use it inside ComfyUI. Run ComfyUI workflows using our easy-to-use REST API. 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; If you're using LocalLLMs API, make sure your LLM server (ollama, etc. First, we define the environment we need to run ComfyUI using comfy-cli. - if-ai/ComfyUI-IF_AI_tools This extension integrates Tripo into ComfyUI, allowing users to generate 3D models from text prompts or images directly within the ComfyUI interface. ComfyUI can run locally on your computer, as well as on GPUs in the cloud. This context provides a guide to creating a Python script for ComfyUI that iterates through multiple prompts, checkpoints, and image sizes to generate images using the ComfyUI API. Costs. You will need MacOS 12. 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. ComfyUI supports a variety of Stable Diffusion… Dec 16, 2023 · The workflow (workflow_api. json if done correctly. We’ll quickly generate a draft image using the SDXL Lightning model, and then use Tile Controlnet to resample it to a 1. Transparent: The data flow is in front of you. Updating ComfyUI on Windows. ComfyUI-Manager is an extension designed to enhance the usability of ComfyUI. json Tiled diffusion API 960x544 around 70 seconds. json. But does it scale? Generally, any code run on Modal leverages our serverless autoscaling behavior: One container per input (default behavior) i. LoginAuthPlugin to configure the Client to support authentication To use characters in your actual prompt escape them like \( or \). json file button. Get a stability. Sep 13, 2023. json file to import the exported workflow from ComfyUI into Open WebUI. Use LLM as a tool node. txt" You can also use and/or override the above by entering your API key in the "api_key_override" field of each node. You signed out in another tab or window. bat. Download prebuilt Insightface package for Python 3. With this syntax "{wild|card|test}" will be randomly replaced by either "wild", "card" or "test" by the frontend every time you queue the prompt. 6. Focus on building next-gen AI experiences rather than on maintaining own GPU infrastructure. You’ll need to sign up for Replicate, then you can find your API token on your account page. - comfyanonymous/ComfyUI Jul 6, 2024 · Should you use ComfyUI instead of AUTOMATIC1111? Here’s a comparison. Next) root folder (where you have "webui-user. Swagger Docs: The server hosts swagger docs at /docs, which can be used to interact with the API. You can use {day|night}, for wildcard/dynamic prompts. Dec 27, 2023 · We will download and reuse the script from the ComfyUI : Using The API : Part 1 guide as a starting point and modify it to include the WebSockets code from the websockets_api_example script from Some of our users have had success using this approach to establish the foundation of a Python-based ComfyUI workflow, from which they can continue to iterate. 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. In this tutorial, we will use a simple Image to Image workflow as shown in the picture above. Written by comfyanonymous and other contributors. Add your workflow JSON file. json Generate an API Key: In the User Settings, click on API Keys and then on the API Key button. It just doesn't use the ComfyUI server or API. Explore the full code on our GitHub repository: ComfyICU API Examples Dec 14, 2023 · Comfyui-Easy-Use is an GPL-licensed open source project. /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. Installing ComfyUI on Mac is a bit more involved. In the Load Checkpoint node, select the checkpoint file you just downloaded. Wanted to followup with this one - I'm trying to do the same thing but I can't seem to get it to work. - comfyorg/comfyui Use the Replicate API to run the workflow; Write code to customise the JSON you pass to the model (for example, to change prompts) Integrate the API into your app or website; Get your API token. ai/ and get 25 credits for free. After that, the Button Save (API Format) should appear. ai API key. Here's how to navigate and use the interface: Canvas Navigation: Drag the canvas or hold ++space++ and move your mouse; Zoom: Use your mouse scroll wheel; Reset Workflow: Click Load Default in the menu if you need a fresh start; Explore ComfyUI's default startup workflow (click for Jun 27, 2024 · ComfyUI Workflow. Includes nodes for all the v2 (Stable Image) routes listed at https://platform. Apr 25, 2024 · Since Stable Diffusion 3 is not available for download yet, we need to use the stability. ai For example, sometimes you may need to provide node authentication capabilities, and you may have many solutions to implement your ComfyUI permission management. Are there any recommended practices, specific nodes, or API endpoints that I should be using? If anyone has successfully implemented image retrieval in their own application using the ComfyUI API, I would love to hear about your approach and any tips you might have. Save the generated key somewhere safe, as you will not be able to see it again when you navigate away from the page. The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. Is there a better way to keep a single workflow and mute parts of the workflow when running through the API? To use characters in your actual prompt escape them like \( or \). 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. x, SDXL, Stable Video Diffusion, Stable Cascade, SD3 and Stable Audio. This tool enables you to enhance your image generation workflow by leveraging the power of language models. In order to achieve better and sustainable development of the project, i expect to gain more backers. Fully supports SD1. Setup. 5 img2img workflow, only it is saved in api format. Dec 8, 2023 · Package your image generation pipeline with Truss. json Flux gguf test (3). json Flux using checkpoint possible API (6). It features a graph-based interface and uses a flowchart-style design to enable users to create and run sophisticated, stable diffusion workflows. Yushan777. The second part will use the FP8 version of ComfyUI, which can be used directly with just one Checkpoint model installed. Image created by author using Stable Diffusion 3 Turbo. SD3: 6 Aug 26, 2023 · Got it, my extension does run the ComfyUI code directly. The file will be downloaded as workflow_api. The most powerful and modular stable diffusion GUI and backend. They all work fine in the web interface but cause comfyUI to crash through the API!!! diffusion API test. There's nothing to download. ComfyUI was created in January 2023 by Comfyanonymous, who created the tool to learn how Stable Diffusion works. ComfyICU API Documentation. A recent update to ComfyUI means that api format json files can now be The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface. Asynchronous Queue system. Welcome to the ComfyUI Community Docs!¶ This is the community-maintained repository of documentation related to ComfyUI, a powerful and modular stable diffusion GUI and backend. Run your workflow with Python. Return to Open WebUI and click the Click here to upload a workflow. Images generate in 1-2m (20-30s for the ComfyUI server to launch, ~1m for the workflow to complete). Create an account at https://platform. Flexible: very configurable. The article version can be found here . 12 (if in the previous step you see 3. 12) and put into the stable-diffusion-webui (A1111 or SD. vdix owvmto wnxks alblb glnxk utt rxvfs gzjq hxr vpqby