World Model · podcast knowledge graph

AI Engineering for Art — with comfyanonymous, of ComfyUI

2025-01-04 · 55 min · 44 entities

episode page audio

Asserted relationships

  • → references ComfyUI IC Light product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/kijai/ComfyUI-IC-Light
  • → references ComfyUI 3D Pack product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/MrForExample/ComfyUI-3D-Pack
  • → references ComfyUI AdvancedLivePortrait product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/PowerHouseMan/ComfyUI-AdvancedLivePortrait
  • → references ComfyUI To Python Extension product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/pydn/ComfyUI-to-Python-Extension
  • → references ComfyUI Portrait Maker product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/THtianhao/ComfyUI-Portrait-Maker
  • → references ComfyUI NestedNodeBuilder product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/ssitu/ComfyUI_NestedNodeBuilder
  • → references Comfyui Magic Clothing product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/longgui0318/comfyui-magic-clothing
  • → references ComfyUI SaveAsScript product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/atmaranto/ComfyUI-SaveAsScript
  • → references ComfyUI InstantID product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/ZHO-ZHO-ZHO/ComfyUI-InstantID
  • → references ComfyUI FishSpeech product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/AIFSH/ComfyUI-FishSpeech
  • → references ComfyUI Photopea product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/coolzilj/ComfyUI-Photopea
  • → references Anynode product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/lks-ai/anynode
  • → references Magic Quill product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/magic-quill/MagicQuill
  • → references ComfyUI LTXVideo product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/Lightricks/ComfyUI-LTXVideo
  • → discusses Science concept
    0.40
    evidence rules-v4
    Feed category: Science
  • → discusses Technology concept
    0.40
    evidence rules-v4
    Feed category: Technology
  • → references StableDiffusion website
    0.38
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://reddit.com/r/StableDiffusion
  • → references Comfyui website
    0.38
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://reddit.com/r/comfyui
  • → references @Mickmumpitz website
    0.38
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://youtube.com/@mickmumpitz/videos
  • → references @Latentvision website
    0.38
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://youtube.com/@latentvision
  • → references Kijai website
    0.38
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/kijai

Entities found in this episode

products 28

  • mentioned ComfyUI IC Light product
    0.90
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/kijai/ComfyUI-IC-Light
  • mentioned ComfyUI 3D Pack product
    0.90
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/MrForExample/ComfyUI-3D-Pack
  • mentioned ComfyUI AdvancedLivePortrait product
    0.90
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/PowerHouseMan/ComfyUI-AdvancedLivePortrait
  • mentioned ComfyUI To Python Extension product
    0.90
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/pydn/ComfyUI-to-Python-Extension
  • mentioned ComfyUI Portrait Maker product
    0.90
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/THtianhao/ComfyUI-Portrait-Maker
  • mentioned ComfyUI NestedNodeBuilder product
    0.90
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/ssitu/ComfyUI_NestedNodeBuilder
  • mentioned Comfyui Magic Clothing product
    0.90
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/longgui0318/comfyui-magic-clothing
  • mentioned ComfyUI SaveAsScript product
    0.90
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/atmaranto/ComfyUI-SaveAsScript
  • mentioned ComfyUI InstantID product
    0.90
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/ZHO-ZHO-ZHO/ComfyUI-InstantID
  • mentioned ComfyUI FishSpeech product
    0.90
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/AIFSH/ComfyUI-FishSpeech
  • mentioned ComfyUI Photopea product
    0.90
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/coolzilj/ComfyUI-Photopea
  • mentioned Anynode product
    0.90
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/lks-ai/anynode
  • mentioned Magic Quill product
    0.90
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/magic-quill/MagicQuill
  • mentioned ComfyUI LTXVideo product
    0.90
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/Lightricks/ComfyUI-LTXVideo
  • references ComfyUI IC Light product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/kijai/ComfyUI-IC-Light
  • references ComfyUI 3D Pack product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/MrForExample/ComfyUI-3D-Pack
  • references ComfyUI AdvancedLivePortrait product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/PowerHouseMan/ComfyUI-AdvancedLivePortrait
  • references ComfyUI To Python Extension product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/pydn/ComfyUI-to-Python-Extension
  • references ComfyUI Portrait Maker product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/THtianhao/ComfyUI-Portrait-Maker
  • references ComfyUI NestedNodeBuilder product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/ssitu/ComfyUI_NestedNodeBuilder
  • references Comfyui Magic Clothing product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/longgui0318/comfyui-magic-clothing
  • references ComfyUI SaveAsScript product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/atmaranto/ComfyUI-SaveAsScript
  • references ComfyUI InstantID product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/ZHO-ZHO-ZHO/ComfyUI-InstantID
  • references ComfyUI FishSpeech product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/AIFSH/ComfyUI-FishSpeech
  • references ComfyUI Photopea product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/coolzilj/ComfyUI-Photopea
  • references Anynode product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/lks-ai/anynode
  • references Magic Quill product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/magic-quill/MagicQuill
  • references ComfyUI LTXVideo product
    0.77
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/Lightricks/ComfyUI-LTXVideo

websites 10

  • mentioned StableDiffusion website
    0.45
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://reddit.com/r/StableDiffusion
  • mentioned Comfyui website
    0.45
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://reddit.com/r/comfyui
  • mentioned @Mickmumpitz website
    0.45
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://youtube.com/@mickmumpitz/videos
  • mentioned @Latentvision website
    0.45
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://youtube.com/@latentvision
  • mentioned Kijai website
    0.45
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/kijai
  • references StableDiffusion website
    0.38
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://reddit.com/r/StableDiffusion
  • references Comfyui website
    0.38
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://reddit.com/r/comfyui
  • references @Mickmumpitz website
    0.38
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://youtube.com/@mickmumpitz/videos
  • references @Latentvision website
    0.38
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://youtube.com/@latentvision
  • references Kijai website
    0.38
    evidence rules-v4
    Link in episode "AI Engineering for Art — with comfyanonymous, of ComfyUI": https://github.com/kijai

concepts 5

  • mentioned Science concept
    0.50
    evidence rules-v4
    Feed category: Science
  • mentioned Technology concept
    0.50
    evidence rules-v4
    Feed category: Technology
  • 0.42
    evidence rules-v4
    AI Engineering for Art — with comfyanonymous, of ComfyUI
  • discusses Science concept
    0.40
    evidence rules-v4
    Feed category: Science
  • discusses Technology concept
    0.40
    evidence rules-v4
    Feed category: Technology

companys 1

  • mentioned Decibel Partners company
    0.62
    evidence rules-v4
    CTO at Decibel Partners
Episode description as stored
Applications for the NYC AI Engineer Summit, focused on Agents at Work , are open ! When we first started Latent Space, in the lightning round we’d always ask guests: “What’s your favorite AI product?”. The majority would say Midjourney. The simple UI of prompt → very aesthetic image turned it into a $300M+ ARR bootstrapped business as it rode the first wave of AI image generation. In open source land, StableDiffusion was congregating around AUTOMATIC1111 as the de-facto web UI. Unlike Midjourney, which offered some flags but was mostly prompt-driven, A1111 let users play with a lot more parameters, supported additional modalities like img2img, and allowed users to load in custom models. If you’re interested in some of the SD history, you can look at our episodes with Lexica , Replicate , and Playground . One of the people involved with that community was comfyanonymous , who was also part of the Stability team in 2023, decided to build an alternative called ComfyUI , now one of the fastest growing open source projects in generative images, and is now the preferred partner for folks like Black Forest Labs ’s Flux Tools on Day 1 . The idea behind it was simple: “Everyone is trying to make easy to use interfaces. Let me try to make a powerful interface that's not easy to use.” Unlike its predecessors, ComfyUI does not have an input text box. Everything is based around the idea of a node: there’s a text input node, a CLIP node, a checkpoint loader node, a KSampler node, a VAE node, etc. While daunting for simple image generation, the tool is amazing for more complex workflows since you can break down every step of the process, and then chain many of them together rather than manually switching between tools. You can also re-start execution halfway instead of from the beginning, which can save a lot of time when using larger models. To give you an idea of some of the new use cases that this type of UI enables: * Sketch something → Generate an image with SD from sketch → feed it into SD Video to animate * Generate an image of an object → Turn into a 3D asset → Feed into interactive experiences * Input audio → Generate audio-reactive videos Their Examples page also includes some of the more common use cases like AnimateDiff, etc. They recently launched the Comfy Registry , an online library of different nodes that users can pull from rather than having to build everything from scratch. The project has >60,000 Github stars, and as the community grows, some of the projects that people build have gotten quite complex: The most interesting thing about Comfy is that it’s not a UI, it’s a runtime. You can build full applications on top of image models simply by using Comfy. You can expose Comfy workflows as an endpoint and chain them together just like you chain a single node. We’re seeing the rise of AI Engineering applied to art. Major Tom’s ComfyUI Resources from the Latent Space Discord Major shoutouts to Major Tom on the LS Discord who is a image generation expert, who offered these pointers: * “best thing about comfy is the fact it supports almost immediately every new thing that comes out - unlike A1111 or forge, which still don't support flux cnet for instance. It will be perfect tool when conflicting nodes will be resolved” * AP Workflows from Alessandro Perili are a nice example of an all-in-one train-evaluate-generate system built atop Comfy * ComfyUI YouTubers to learn from: * @sebastiankamph * @NerdyRodent * @OlivioSarikas * @sedetweiler * @pixaroma * ComfyUI Nodes to check out: * https://github.com/kijai/ComfyUI-IC-Light * https://github.com/MrForExample/ComfyUI-3D-Pack * https://github.com/PowerHouseMan/ComfyUI-AdvancedLivePortrait * https://github.com/pydn/ComfyUI-to-Python-Extension * https://github.com/THtianhao/ComfyUI-Portrait-Maker * https://github.com/ssitu/ComfyUI_NestedNodeBuilder * https://github.com/longgui0318/comfyui-magic-clothing * https://github.com/atmaranto/ComfyUI-SaveAsScript * https://github.com/ZHO-ZH