- ComfyUI/server. ) and write code to send requests from Streamlit (client) to the ComfyUI web server. Contribute to 4rmx/comfyui-api-ws development by creating an account on GitHub. Fully supports SD1. You can access the api directly at /rp-api/runsync or you can use the Swager/openAPI playground at /rp-api. Installation¶ Apr 18, 2024 · Provide your API key when prompted during truss push. To learn more about the serverless API see the serverless You can send requests to your RunPod API Endpoint using the /run or /runsync endpoints. If the custom node registers a new api endpoint but does not offer the api/ prefixed alt endpoint, it will have issue. XTTS V2 is natively capable of streaming. You switched accounts on another tab or window. You can adapt this command to your own needs, and add even more endpoint/key pairs, but make sure to include the environment variables as shown above. Comfy2go is a Go-based API that acts as a bridge to ComfyUI, a powerful and modular stable diffusion GUI and backend. Fooocus is a rethinking of Stable Diffusion and Midjourney’s designs: Learned from Stable Diffusion, the software is offline, open source, and free. g. 5 API endpoint (i. Comfy Deploy Dashboard (https://comfydeploy. py. We just need to build an API endpoint that supports this feature. Building a streaming endpoint. You signed out in another tab or window. The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface. Share and Run ComfyUI workflows in the cloud. Please keep posted images SFW. with normal ComfyUI workflow json files, they can be drag API Endpoints are Endpoints managed by RunPod that you can use to interact with your favorite models without managing the pods yourself. This endpoint waits the prompt_id to be executed, adds a callback function on a map. See the table below. Outputs. It's designed primarily for developing casual chatbots (e. py: resized_image. Nov 30, 2023 · Yes, I want to build a GUI using Vue, that grabs images created in input or output folders, and then lets the users call the API by filling out JSON templates that use the assets already in the comfyUI library. 20 hours ago · Specify Model Settings. 5 img2img workflow, only it is saved in api format. Make sure to replace <OPENAI_API_KEY_1> and <OPENAI_API_KEY_2> with your actual API keys. Create an environment with Conda. dify_api_endpoint STRING. This will help you install the correct versions of Python and other libraries needed by ComfyUI. NOTE: CORS policy: Request header field comfy-user is not allowed by Access-Control-Allow-Headers in preflight response. json Share and Run ComfyUI workflows in the cloud. Mar 13, 2024 · 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。通 You can access the api directly at /rp-api/runsync or you can use the Swager/openAPI playground at /rp-api. As you can see in the table above, there are API endpoints listed. Oct 28, 2023 · example:https://github. These Endpoints are available to all users. Jan 1, 2024 · In Part 2 we will be taking a deeper dive into the various endpoints available in ComfyUI and how to use them. Its output is a list of the Image objects generated by ComfyUI (note that the images you create should also be present in the ComfyUI output folder as usual). How to use 1. Get 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. If you have another Stable Diffusion UI you might be able to reuse the dependencies. No complex setups and dependency issues A client for interacting with the ComfyUI API server using WebSockets. This parameter is useful if you need to point to a different API endpoint. If you're using the OpenAI SDK (like you are), then you need to use the appropriate method. The application URL will be in the following format: https://<your-deployment-id>. monsterapi. Run ComfyUI: Start ComfyUI and load your workflow. api_key STRING. py To get your API JSON: 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. For the API, urls of your comfyui instances are public so you can hook into the apis of comfyui itself. OPENAI_API_KEYS: A list of API keys corresponding to the base URLs specified in OPENAI_API_BASE_URLS. 1. Open it in Jul 21, 2023 · 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. To understand how ComfyUI works with Truss please read this README. Learn about node connections, basic operations, and handy shortcuts. a Discord bot) where users can adjust certain parameters and receive live progress updates. This package provides three custom nodes designed to streamline workflows involving API requests, dynamic text manipulation based on API responses, and image posting to APIs. Save the generated key somewhere safe, as you will not be able to see it again when you navigate away from the page. Assuming that implementing websocket adds complexity to other systems that use ComfyUI API, having a sync HTTP endpoint that awaits the workflow to finish can be a solution. Setting the SAI_API_KEY environment variable to your API key\n2. Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything. \n\nUse your Stability AI API key by:\n1. ===== # call the /prompt endpoint comfyui-websockets-api-part2. save(os. Sep 9, 2023 · 「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. This is an image/video/workflow browser and manager for Take your custom ComfyUI workflows to production. This API is available on all platforms - But the container can ony run in serverless mode on RunPod infrastructure. json loading node's "image": "test_api api. Run ComfyUI workflows in the Cloud! No downloads or installs are required. Note that --force-fp16 will only work if you installed the latest pytorch nightly. Select Input Arguments: Use the enhanced ComfyUI interface to select the expected input arguments and specify the endpoint name. conda create -n comfyenv conda activate comfyenv Mar 13, 2024 · 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。通 Sep 20, 2023 · And main/important thing is to send images from software in comfyui to processed them. OpenAI语音合成(openai_tts) Related Nodes Go back to the extension to check out more related nodes. Once it is live (within 5-6 minutes), you will be able to access the ComfyUI application by clicking on the “Open API endpoint” button on your deployment’s tab. 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. Passing the API key as an argument to the function with the key 'api_key_override'") Take your custom ComfyUI workflows to production. Readme Dec 12, 2023 · Currently, any external tooling will have a hard time converting workflow JSON files to the API format. Run ComfyUI workflows using our easy-to-use REST API. nodeOutputs on the UI or /history API endpoint. Open source comfyui deployment platform, a vercel for generative workflow infra. This repository provides integration of GPT-4 and Claude 3 models into ComfyUI, allowing for both image and text-based interactions within the ComfyUI workflow. query STRING. I saw API endpoint to upload image to ComfyUI as file, but for my workflow it will be much better to send images in byte-format, like implemented in websocket example but in opossite way, not recieving but sending. To learn more about the serverless API see the serverless Mar 4, 2024 · Comfy Catapult is a library for scheduling and running ComfyUI workflows from a Python program, via the existing API endpoint. Let's take a look at the differences between the two different implementations. 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. . Install the ComfyUI dependencies. To learn more about the serverless API see the serverless May 24, 2023 · You signed in with another tab or window. jpg"))The "test_api. There are several example payloads included in this repository. STRING. An array of OpenPose-format JSON corresponsding to each frame in an IMAGE batch can be gotten from DWPose and OpenPose using app. If you are comfortable in Python, it may be more straightforward to use than the API. path. py based on your ComfyUI JSON; Refactoring _generated_workflow_api. Install ComfyUI on your Network Volume; Building the Docker image; Deploying on RunPod Serveless; RunPod API Endpoint. Generate FastAPI Code: Press the "Generate API" button. This video will show you how to run Stable Diffusion ComfyUI on RunPod. Next create a file named: multiprompt_multicheckpoint_multires_api_workflow. x, SD2. You can send requests to your RunPod API Endpoint using the /run or /runsync endpoints. Welcome to the unofficial ComfyUI subreddit. . Gather your input files. Mar 13, 2024 · 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 Feb 13, 2024 · API endpoints. Apr 2, 2024 · This gist shows how to convert a ComfyUI JSON into a Python script and serve that script behind a Modal endpoint. This guide demystifies the process of setting up and using ComfyUI, making it an essential read for anyone looking to harness the power of AI for image generation. ai. Comfy Ui. I needed an endpoint to generate images with SD, didn’t 6 days ago · Step 5: Access ComfyUI Web Service. The Bot then pushes the payload into a data table called “Generation Queue”. 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) Jun 27, 2024 · Each node is distinguished by an ID (in this case, 3) and has three keys in detail: inputs, class_type, and _meta. These nodes are particularly useful for automating interactions with APIs, enhancing text-based workflows with dynamic data, and facilitating image uploads. Queue Prompt. Pay only for active GPU usage, not idle time. , the Chat Completions API endpoint). Imagine a workflow where you need to fetch data from an API, use part of that data to generate a text prompt, and then post an image related to that prompt to another API endpoint: API Request Node fetches the desired data. Launch ComfyUI by running python main. Conclusion You signed in with another tab or window. Sends a prompt to a ComfyUI to place it into the workflow queue via the "/prompt" endpoint given by ComfyUI. 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. 🎇 Features Features. x, SDXL, Stable Video Diffusion, Stable Cascade, SD3 and Stable Audio. Use cURL or any other tool to access the API using the API key and your Endpoint-ID: Replace <api_key> with your key; Replace <endpoint_id> with the ID of the endpoint, you find that when you click on your endpoint, it's part of the URLs shown at the bottom of the first box The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface. json. py at master · comfyanonymous/ComfyUI This project demonstrates how to generate images using Stable Diffusion by hosting ComfyUI on Amazon SageMaker Inference. Take your custom ComfyUI workflows to production. ComfyUI typically works by hosting this API endpoint for its user interface. In this video, I show you how to build a Python API to connect Gradio and Comfy UI for generating AI images. e. json that can be exported from ComfyUI on Developer mode. default to stdout -i, --in <input> Specify Follow the ComfyUI manual installation instructions for Windows and Linux. - comfyanonymous/ComfyUI In the User Settings click on API Keys and then on the API Key button; Save the generated key somewhere, as you will not be able to see it again when you navigate away from the page; Use cURL or any other tool to access the API using the API key and your Endpoint-ID: Replace <api_key> with your key ComfyUI TinyTerra Nodes; ComfyUI UltimateSDUpscale; ComfyUI VideoHelperSuite; comfyui-reactor-node; comfyui_segment_anything; Derfuu ComfyUI ModdedNodes; Efficiency Nodes ComfyUI; masquerade-nodes-comfyui; WAS Node Suite; Raise an issue to request more custom nodes or models, or use this model as a template to roll your own. Fooocus is an image generating software (based on Gradio). Here is an example of payload for the /prompt endpoint, Boilerplate code to create a thin REST API layer on top of ComfyUI with FastAPI. まず、通常どおりComfyUIをインストール・起動しておく。これだけでAPI機能は使えるっぽい。 Nov 22, 2023 · The Bot parses the request, and then creates a payload containing the ComfyUI API workflow in JSON format. Jan 29, 2024 · Comfy2go. 再次打开api格式工作流. raise Exception(f"No Stability key set. cd C:\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-WD14-Tagger or wherever you have it installed Install python packages Windows Standalone installation (embedded python): Usage: nodejs-comfy-ui-client-code-gen [options] Use this tool to generate the corresponding calling code using workflow Options: -V, --version output the version number -t, --template [template] Specify the template for generating code, builtin tpl: [esm,cjs,web,none] (default: "esm") -o, --out [output] Specify the output file for the generated code. Authored by sipherxyz Generate an API Key: In the User Settings, click on API Keys and then on the API Key button. com/4rmx/comfyui-api-wsIs ComfyUI too difficult? May be I will try ComfyAPI instead 😅😅😅bonus:free 225 hand&arm gesture from danboor This part from Fooocus project. Sep 14, 2023 · Let’s start by saving the default workflow in api format and use the default name workflow_api. This will enable you to communicate with other applications or AI models to generate St This is the community-maintained repository of documentation related to ComfyUI open in new window, a powerful and modular stable diffusion GUI and backend. and then change your ComfyUI server endpoint at file /src/config. Mar 13, 2024 · 打开comfyui，记录下对应的端口，设置开发者模式. jpg" is equal to the image of wlopsimple_api. JSON output from AnimalPose uses a kinda similar format to OpenPose JSON: Solution: Check your network connection and ensure that the base_url parameter is correctly set to the OpenAI API endpoint. json) is identical to ComfyUI’s example SD1. If you deploy a fine-tuned model, install the ComfyUI plug-in, or call the API Edition or Standard Edition service by using API operations, click Specify Model Settings to configure the model to upload the model and plug-in and obtain the inference result. json, go with this name and save it. Reload to refresh your session. (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. You just run the workflow_api. 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. txt\n3. To implement, this instructions should work: Add POST /prompt_sync endpoint. The parameters are the prompt, which is the whole workflow JSON; client_id, which we generated; and the server_address of the running ComfyUI instance. Export the workflow in the API JSON format and place it inside data/comfy_ui_workflow. com) or self-hosted Deploy any ComfyUI workflow as an API endpoint. This makes it easier for you to make workflows via the UI, and then use it from a program. Resources. join(INPUT_DIR, "test_api. We will use this JSON structure of ComfyUI to modify the JSON according to the user’s input parameters (batch size, seed, prompt, etc. The workflow will be exported as a JSON file, and the corresponding FastAPI code will be generated. This is a great project to make your own fronten Jun 22, 2024 · Install this extension via the ComfyUI Manager by searching for comfyui_LLM_party. We can perform an audit before launching to resolve this issue. Focus on building next-gen AI experiences rather than on maintaining own GPU infrastructure. If your model takes inputs, like images for img2img or controlnet, you have 3 options: Use a URL Take your custom ComfyUI workflows to production. Please share your tips, tricks, and workflows for using this software to create your AI art. Your first response status will always be IN_QUEUE . The Master pops the Generation Queue and retrieves the payload, sending it to the serverless GPU endpoint. Requests sent to the /run endpoint will be handled asynchronously, and are non How To Create ComfyUI API Endpoint For AI Image Generation (Tutorial Guide) ComfyUI - Getting Started : Episode 1 - Better than AUTO1111 for Stable Diffusion AI Art generation How to serve your ComfyUI model behind an API endpoint generate_images: This is the main reason why I created this repository. Comfy Deploy comes in and addresses the main barrier to using ComfyUI while also taking it a step further and allowing us to deploy our unique ComfyUI workflows. A recent update to ComfyUI means that api format json files can now be Follow the ComfyUI manual installation instructions for Windows and Linux. Extension: ComfyUI_LLMVISION This repository provides integration of GPT-4 and Claude 3 models into ComfyUI, allowing for both image and text-based interactions within the ComfyUI workflow. Jun 1, 2023 · Extension: comfyui-art-venture Nodes: ImagesConcat, LoadImageFromUrl, AV_UploadImage. Asynchronous Queue system. This method is used to pass to ComfyUI the workflow_api. Follow the ComfyUI manual installation instructions for Windows and Linux. Follow along below for detailed instructions on building and deploying the endpoint. 确定可以在comfyui中正常启动就可以 Nov 9, 2023 · Running a workflow in parsed API format against a ComfyUI endpoint, with callbacks for specified events. Monitor the status of your deployment. py into a function called run_python Dive into the basics of ComfyUI, a powerful tool for AI-based image generation. py and modify the INPUT_DIR and OUTPUT_DIRand' folder path image_to_image. Luckily there aren't many extensions that do that. Extension: ComfyUI Browser. py Dec 16, 2023 · The workflow (workflow_api. Jul 30, 2023 · Sounds like you all have made progress in working with the API, but thought I'd share that 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. 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. Designed to alleviate the complexities of working directly with ComfyUI's intricate API, Comfy2go offers a more user-friendly way to access the advanced features and functionalities of ComfyUI. Overview The API Endpoint implementation works asynchronously as well as synchronous. 5-turbo model, then you need to write the code that works with the GPT-3. Mar 24, 2024 · ComfyUIで「Img2Img」を使用して、画像生成をさらに高いレベルへと引き上げましょう！この記事では、ComfyUIにおける「Img2Img」の使用方法、ワークフローの構築、そして「ControlNet」との組み合わせ方までを解説しています。有益な情報が盛りだくさんですので、ぜひご覧ください！ How to download COmfyUI workflows in api format? From comfyanonymous notes, simply enable to "enable dev mode options" in the settings of the UI (gear beside the To run the code: Clone the repo; Install dependencies (pip install requests Pillow gradio numpy)Modify the Comfy UI installation path; Open python image_to_image. Feb 26, 2024 · In this tutorial , we dive into how to create a ComfyUI API Endpoint. The servers have great GPU's which Contribute to 4rmx/comfyui-api-ws development by creating an account on GitHub. It consists of three steps: Running get_python_workflow that creates a generated Python script called _generated_workflow_api. Requests sent to the /run endpoint will be handled asynchronously, and are non-blocking operations. Mar 18, 2023 · If you want to use the gpt-3. - E Applied AI engineer @ Stealth Workflows served We would like to show you a description here but the site won’t allow us. It is a design pattern that allows adding GenAI image generation capability to your application. e. api_url now adds a prefix api/ to every url going through the method. py into a function called run_python Sep 13, 2023 · Click the Save(API Format) button and it will save a file with the default name workflow_api. RunPod is a rental service of Cloud Based Servers. Placing inside sai_platform_key. py --force-fp16. json file through the extension and it creates a python script that will immediate run your workflow. ComfyICU API Documentation. The main reason is that widgets_values is an array and mapping values from that array to widget names requires loading node types from the object_info endpoint as well. sm ux al ju wo qc qs sp kq vp