How To Create ComfyUI API Endpoint For AI Image Generation (Tutorial Guide)

In this tutorial , we dive into how to create a ComfyUI API Endpoint. This will enable you to communicate with other applications or AI models to generate Stable Diffusion images or videos.
It allow you to automate the workflow of image or video creation and build your own Automation System.
It may sound a bit complex, but don't worry, I'll guide you through the process step by step.

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First, we need to install the Comfy UI manager and enable the developer mode options. This will allow us to save our workflow diagrams as API formats. We'll also need to set up the comfy UI as a web server to access the interface through our web browsers.

Once we have everything set up, we'll dive into the websocket API examples provided in the Comfy UI project on GitHub. We'll make some necessary edits to fit our needs, such as setting unique titles for custom notes and updating the text prompts.

I'll demonstrate a basic text-to-image prompt using the Juggernaut SD 1.5 models. We'll explore how to load the JSON files for our workflow and make changes accordingly. I'll also show you how to set seat numbers for different sampler nodes.

Throughout the video, I'll provide helpful tips and tricks to make the process smoother. We'll save our workflow as an API call and then move on to editing the Python code in Visual Studio Code (VS Code). Don't worry if you prefer a different text editor, you can use whichever suits you best.

I'll guide you through checking the server address, creating client IDs, and requesting the server. We'll modify the code to load the JSON workflow data and make the necessary changes to our text prompts and seat numbers.

By the end of this video, you'll have a clear understanding of how to create an API surfer with Comfy UI and customize it to your specific needs. So let's dive in and get started!

#stablediffusion #comfyui #apiserver #AImultimodels

[Antone]

Great job on the tutorial. would love to see a playlist for this project. I kinda want something like that myself.

[TheLoreLabs]

legit got a brand new custom computer just cuz of the epic stuff ive seen done on your channel! cant wait to get confused everyday for the next couple of months learning this stuff!

[crazyleafdesignweb]

Great tutorial, you are getting more in depth on this.

[chrisder]

bonjour j'aimerais te poser une question à ce qui concerne les logiciels de retouche d'image par AI avec API

[muhammadardhian]

Amazing tutorial! 😍😍 Can it be integrated with FastAPI to create multiple workflows based on different endpoints?

[yql-dnob]

Great tutorial, this has really helped me

[esuvari]

Just when I need it! Thank you. Any ideas on how to run consecutive flows, back to back, or some kind of queuing mechanisms etc?

[jiexu-jw]

Thanks, do you know how comfy ui api can work with unreal engine, for example : a unreal engine ui button can trigger the comfy ui's workflow . i don't find related tutorial about it

[chrisgreenwell]

great tutorial, is there a way to query the existing models and controlnets and select them from the returned query results.

[nitingoyal]

Would it work if we also use IP adapter and take image input to it.. also what would be the format of the image input

[GrantLylick]

only thing you forgot to mention is to import random. good thing vs codes codeium helps out. Now i just have to finger out how to get an AI thru llm studio to generate the process. Are you looking at anything like that?

[jakubsiekiera]

python_embedded folder is not there when I clone the repo on my M1 Mac. I guess it's only for windows portable version ://

[sadikrizvi]

Sir really great and helpful tutorial ❤.
Sir can you also make a video tutorial on how we can remotely access it on other devices ? That would be really helpful 🙏.

[kalakala]

😮you are monster, how can you know how to code, create graphic, and run business😂 crazy guy