# comfyanonymous/comfyui_examples **Attribution required: if you use, quote, or summarise this content, you must credit and link back to [awesome-repositories.com](https://awesome-repositories.com/repository/comfyanonymous-comfyui-examples).** 3,918 stars · 1,244 forks · HTML · other ## Links - GitHub: https://github.com/comfyanonymous/ComfyUI_examples - Homepage: https://comfyanonymous.github.io/ComfyUI_examples/ - awesome-repositories: https://awesome-repositories.com/repository/comfyanonymous-comfyui-examples.md ## Description This repository is a collection of node-based pipeline configurations, examples, and templates for generating AI media. It provides a workflow library and a curated gallery of blueprints designed for creating images, videos, and 3D assets using diffusion models. The project specifically offers a set of pre-configured node graphs for implementing advanced image generation and refinement techniques, with a focus on Stable Diffusion workflows. These examples demonstrate how to interconnect processing nodes to define complex generative logic without writing code. The available templates cover a broad range of generative AI capabilities, including text-to-image generation, 3D model creation, and audio production. The collection facilitates AI model pipeline orchestration and the sharing of generative AI templates that can be reconstructed via embedded metadata or JSON files. ## Tags ### Artificial Intelligence & ML - [Text-to-Image Generators](https://awesome-repositories.com/f/artificial-intelligence-ml/generative-ai-resources/diffusion-visual-models/generative-ai-pipelines/text-to-image-generators.md) — Generates visual content from natural language text descriptions using diffusion models. ([source](https://docs.comfy.org/get_started/first_generation)) - [Visual Workflow Assembly](https://awesome-repositories.com/f/artificial-intelligence-ml/visual-workflow-assembly.md) — The product assembles node-based pipelines to define the sequence for generating and manipulating images. ([source](https://docs.comfy.org/built-in-nodes/overview)) - [Generative Model Search](https://awesome-repositories.com/f/artificial-intelligence-ml/agentic-search-tools/generative-model-search.md) — Allows AI agents to locate specific generative models by capability to determine necessary request parameters. ([source](https://docs.comfy.org/agent-tools/partner-mcp)) - [Model Discovery](https://awesome-repositories.com/f/artificial-intelligence-ml/agentic-systems-frameworks/model-integration-serving/ai-model-orchestration/model-provider-integrations/model-discovery.md) — Provides capabilities for AI agents to discover and catalog available models and templates for media pipelines. ([source](https://docs.comfy.org/agent-tools/cloud)) - [External AI Model Connectors](https://awesome-repositories.com/f/artificial-intelligence-ml/ai-model-integrations/external-ai-model-connectors.md) — Connects generative workflows to closed-source AI models via API connectors for advanced capabilities. ([source](https://docs.comfy.org/tutorials/partner-nodes/overview)) - [Backend Node Extensibility](https://awesome-repositories.com/f/artificial-intelligence-ml/backend-node-extensibility.md) — Provides a Python-based extensibility framework for adding custom server-side processing nodes to the generative pipeline. - [Embedded Workflow Serialization](https://awesome-repositories.com/f/artificial-intelligence-ml/embedded-workflow-serialization.md) — Stores the complete node-based generative pipeline configuration within the metadata of output image files for later reconstruction. - [Generative AI Provider Integrations](https://awesome-repositories.com/f/artificial-intelligence-ml/generative-ai-provider-integrations.md) — Provides standardized interfaces for AI agents to connect to third-party services for synthesizing images, video, and audio. ([source](https://docs.comfy.org/agent-tools/partner-mcp)) - [Generative AI Workflows](https://awesome-repositories.com/f/artificial-intelligence-ml/generative-ai-resources/diffusion-visual-models/generative-ai-workflows.md) — Provides a visual node-based interface to define the logic for generating and manipulating AI media. - [Node-Based Generative Pipelines](https://awesome-repositories.com/f/artificial-intelligence-ml/generative-ai-resources/workflow-execution-backends/node-based-generative-pipelines.md) — Implements a visual graph-based system for constructing and executing multi-stage generative AI workflows. - [Generative Image Models](https://awesome-repositories.com/f/artificial-intelligence-ml/generative-image-models.md) — Supports diverse model architectures to create static images, animations, and 3D assets. ([source](https://cdn.jsdelivr.net/gh/comfyanonymous/comfyui_examples@master/README.md)) - [Generative Workflow Templates](https://awesome-repositories.com/f/artificial-intelligence-ml/generative-workflow-templates.md) — Enables discovering and implementing pre-configured workflow blueprints and metadata embedded in images. - [Local Model Management](https://awesome-repositories.com/f/artificial-intelligence-ml/local-model-management.md) — Provides interfaces for detecting and managing machine learning models hosted on local hardware. ([source](https://docs.comfy.org/interface/overview)) - [Model Loading](https://awesome-repositories.com/f/artificial-intelligence-ml/machine-learning/infrastructure/model-training-and-tuning/data-and-checkpointing/model-loading.md) — Implements mechanisms for loading model weight files, checkpoints, and LoRAs into the generative pipeline. ([source](https://docs.comfy.org/development/core-concepts/models)) - [Media Pipeline Generation](https://awesome-repositories.com/f/artificial-intelligence-ml/natural-language-pipeline-generation/media-pipeline-generation.md) — Supports generating images, videos, audio, and 3D models through natural language commands. ([source](https://docs.comfy.org/agent-tools/cloud)) - [Workflow Metadata Reconstruction](https://awesome-repositories.com/f/artificial-intelligence-ml/workflow-metadata-reconstruction.md) — Rebuilds generative AI pipelines by extracting embedded configuration metadata from generated image files. ([source](https://cdn.jsdelivr.net/gh/comfyanonymous/comfyui_examples@master/README.md)) - [Workflow Serialization](https://awesome-repositories.com/f/artificial-intelligence-ml/workflow-serialization.md) — Represents complex generative workflows as structured JSON files to enable sharing and versioning. - [Diffusion-Based 3D Generators](https://awesome-repositories.com/f/artificial-intelligence-ml/diffusion-based-3d-generators.md) — Creates 3D geometric structures from image inputs using a diffusion transformer architecture. ([source](https://docs.comfy.org/tutorials/3d/hunyuan3D-2)) - [Example Galleries](https://awesome-repositories.com/f/artificial-intelligence-ml/generative-ai-resources/diffusion-visual-models/generative-ai-workflows/example-galleries.md) — Offers a curated set of templates for creating images, videos, and 3D assets. - [Cloud Execution Environments](https://awesome-repositories.com/f/artificial-intelligence-ml/generative-ai-resources/workflow-execution-backends/cloud-execution-environments.md) — Enables offloading complex generative AI pipeline execution to remote cloud GPU infrastructure. ([source](https://docs.comfy.org/agent-tools)) - [Workflow Segment Execution](https://awesome-repositories.com/f/artificial-intelligence-ml/workflow-execution-interfaces/workflow-segment-execution.md) — Runs a specific branch of a workflow from a start node to a selected output. ([source](https://docs.comfy.org/interface/features/partial-execution)) ### Development Tools & Productivity - [Visual Design Tools](https://awesome-repositories.com/f/development-tools-productivity/visual-design-tools.md) — The product organizes and debugs node-based logic through a visual interface to generate media. ([source](https://docs.comfy.org/interface/overview)) - [Workflow Templates](https://awesome-repositories.com/f/development-tools-productivity/build-tooling/build-orchestration-logic/build-orchestration-configuration/build-automation-systems/automation/workflow-templates.md) — Provides pre-configured blueprints and automation sequences for implementing complex generative media processes. ([source](https://docs.comfy.org/interface/overview)) - [Job Execution Controls](https://awesome-repositories.com/f/development-tools-productivity/build-tooling/build-orchestration-logic/build-orchestration-configuration/build-automation-systems/workflow-execution/job-execution-controls.md) — Provides granular control over the submission and execution of workflow tasks and system history. ([source](https://docs.comfy.org/llms.txt)) - [Missing Dependency Detection](https://awesome-repositories.com/f/development-tools-productivity/dependency-analysis-tools/code-dependency-analysis/missing-dependency-detection.md) — Detects missing nodes from an imported workflow and prompts the user for installation. ([source](https://docs.comfy.org/development/core-concepts/nodes)) - [Custom Node Management Tools](https://awesome-repositories.com/f/development-tools-productivity/package-managers/custom-node-management-tools.md) — Provides tools to search, install, and update specialized node packages from a central registry. ([source](https://docs.comfy.org/development/core-concepts/nodes)) - [Workflow Search Interfaces](https://awesome-repositories.com/f/development-tools-productivity/workflow-automation-tools/workflow-lifecycle-management/workflow-management/workflow-search-interfaces.md) — Provides search and loading capabilities for pre-configured model workflows to jumpstart the generation process. ([source](https://docs.comfy.org/interface/features/template)) ### Programming Languages & Runtimes - [Directed Acyclic Graph Execution Engines](https://awesome-repositories.com/f/programming-languages-runtimes/runtime-execution-environments/runtime-environments/runtimes/graph-symbolic-execution-engines/directed-acyclic-graph-execution-engines.md) — Implements a system where data is processed by passing tensors through a directed acyclic graph of interconnected functional blocks. ### User Interface & Experience - [Visual Node Workspaces](https://awesome-repositories.com/f/user-interface-experience/visual-node-workspaces.md) — The product renders a workspace with dynamic widgets to manage complex visual workflows. ([source](https://docs.comfy.org/interface/nodes-2)) - [Node Libraries](https://awesome-repositories.com/f/user-interface-experience/node-libraries.md) — The product lists native and third-party nodes to facilitate the construction of workflows. ([source](https://docs.comfy.org/interface/overview)) - [Node Input Controls](https://awesome-repositories.com/f/user-interface-experience/ui-components/form-input-components/node-input-controls.md) — The product adjusts node variables through widgets or input slots to control operational behavior. ([source](https://docs.comfy.org/development/core-concepts/properties)) - [Visual Node Editors](https://awesome-repositories.com/f/user-interface-experience/visual-node-editors.md) — Passes data between output and input ports via visual links to define operation sequences. ([source](https://docs.comfy.org/development/core-concepts/links)) - [Node UI Customization](https://awesome-repositories.com/f/user-interface-experience/custom-ui-development-tools/node-ui-customization.md) — Enables building interface elements like widgets and sidebar tabs using JavaScript to customize the node view. ([source](https://docs.comfy.org/development/overview)) - [Reusable Workflow Blueprints](https://awesome-repositories.com/f/user-interface-experience/reusable-workflow-blueprints.md) — The product converts a subgraph into a blueprint node for reuse across different projects. ([source](https://docs.comfy.org/interface/features/subgraph)) - [Simplified Workflow Interfaces](https://awesome-repositories.com/f/user-interface-experience/simplified-workflow-interfaces.md) — The product defines custom input and output fields so users can execute tasks without seeing the node graph. ([source](https://docs.comfy.org/interface/app-mode)) - [Subgraph Port Mapping](https://awesome-repositories.com/f/user-interface-experience/subgraph-port-mapping.md) — The product defines connection slots that allow external nodes to pass data into and out of subgraphs. ([source](https://docs.comfy.org/interface/features/subgraph)) - [Type-Safe Node Port Mapping](https://awesome-repositories.com/f/user-interface-experience/type-safe-node-port-mapping.md) — Prevents incompatible data flow by restricting node connections to matching color-coded data types. - [Type-Safe Port Connections](https://awesome-repositories.com/f/user-interface-experience/type-safe-port-connections.md) — The product restricts connections to matching data types to prevent incompatible information flow. ([source](https://docs.comfy.org/development/core-concepts/properties)) ### Part of an Awesome List - [Advanced Image Manipulation](https://awesome-repositories.com/f/awesome-lists/ai/advanced-image-manipulation.md) — Implements high-quality visual refinement through inpainting, upscaling, and area composition. ([source](https://cdn.jsdelivr.net/gh/comfyanonymous/comfyui_examples@master/README.md)) - [Generative AI and Diffusion](https://awesome-repositories.com/f/awesome-lists/ai/generative-ai-and-diffusion.md) — Produces high quality images, 3D models, and audio tracks using diffusion and specialized AI architectures. - [Stable Diffusion Tools](https://awesome-repositories.com/f/awesome-lists/ai/stable-diffusion-tools.md) — Provides pre-configured node graphs specifically tailored for advanced Stable Diffusion generation and refinement. ### Business & Productivity Software - [Custom Node Integration](https://awesome-repositories.com/f/business-productivity-software/workflow-automation/custom-automation-nodes/custom-node-integration.md) — Integrates community-created logic blocks to add new processing capabilities to the generative diffusion pipeline. ([source](https://docs.comfy.org/development/core-concepts/dependencies)) - [Custom Functional Node Development](https://awesome-repositories.com/f/business-productivity-software/workflow-automation/custom-functional-node-development.md) — Allows creating specialized functional blocks using Python to handle tensors and image processing within the dataflow system. ([source](https://docs.comfy.org/development/overview)) - [Node Documentation](https://awesome-repositories.com/f/business-productivity-software/workflow-automation/custom-automation-nodes/node-documentation.md) — Displays functionality, parameters, and usage examples for nodes directly within the visual interface. ([source](https://docs.comfy.org/interface/features/node-docs)) - [Generative Pipeline Nodes](https://awesome-repositories.com/f/business-productivity-software/workflow-automation/custom-functional-node-development/generative-pipeline-nodes.md) — Supports building and distributing Python-based server logic and JavaScript UI elements to extend the node-based environment. ### Graphics & Multimedia - [AI Visual Processing](https://awesome-repositories.com/f/graphics-multimedia/ai-visual-processing.md) — Transforms images and video through AI-driven upscaling, relighting, and style transfer. ([source](https://docs.comfy.org/llms.txt)) - [Generative Workflow Galleries](https://awesome-repositories.com/f/graphics-multimedia/generative-workflow-galleries.md) — Provides a curated gallery of creator-made workflows to implement specific AI generation techniques. ([source](https://docs.comfy.org/)) ### Software Engineering & Architecture - [Metadata Embedding](https://awesome-repositories.com/f/software-engineering-architecture/graph-based-workflow-models/metadata-embedding.md) — Embeds node graphs directly into generated images to allow full recreation of the generation process. ([source](https://docs.comfy.org/development/core-concepts/workflow)) - [Model Pipeline Orchestration](https://awesome-repositories.com/f/software-engineering-architecture/graph-based-workflow-models/model-pipeline-orchestration.md) — Manages the loading of checkpoints and LoRAs and routes data between models in a directed graph. - [JSON Workflow Specifications](https://awesome-repositories.com/f/software-engineering-architecture/json-workflow-specifications.md) — Uses JSON configuration files to declaratively define and share generative workflow sequences and logic. ([source](https://docs.comfy.org/development/core-concepts/workflow)) - [Workflow Subgraph Packaging](https://awesome-repositories.com/f/software-engineering-architecture/modular-package-systems/workflow-subgraph-packaging.md) — The product groups sets of nodes into a single reusable node for modular design. ([source](https://docs.comfy.org/interface/features/subgraph)) - [Backend-Frontend Decoupling](https://awesome-repositories.com/f/software-engineering-architecture/backend-frontend-decoupling.md) — Decouples the visual graph interface from the execution engine to allow remote headless operation. ([source](https://comfyanonymous.github.io/ComfyUI_Blog/comfyui/update/2023/05/18/ComfyUi-is-4-months-old.html)) - [Execution Queues](https://awesome-repositories.com/f/software-engineering-architecture/execution-queues.md) — Manages the sequential processing and queuing of generative workflows to track content production. ([source](https://docs.comfy.org/interface/overview)) - [Headless Logic Decoupling](https://awesome-repositories.com/f/software-engineering-architecture/headless-logic-decoupling.md) — Separates state management and generative logic from the visual rendering layer for headless operation. - [Workflow Blueprints](https://awesome-repositories.com/f/software-engineering-architecture/workflow-blueprints.md) — Groups multiple nodes into a single subgraph blueprint for library publishing and reuse. ([source](https://docs.comfy.org/development/core-concepts/nodes)) ### Data & Databases - [Subgraph Deconstruction](https://awesome-repositories.com/f/data-databases/subgraph-extractions/subgraph-deconstruction.md) — Unpacks a packaged subgraph node back into its original individual constituent nodes for editing. ([source](https://docs.comfy.org/interface/features/subgraph)) ### DevOps & Infrastructure - [Dependency Management](https://awesome-repositories.com/f/devops-infrastructure/dependency-management.md) — Resolves required assets, models, and libraries to ensure shared workflows execute correctly across environments. ([source](https://docs.comfy.org/development/core-concepts/dependencies)) ### Web Development - [Workflow Execution APIs](https://awesome-repositories.com/f/web-development/api-management-tools/api-development-management/api-infrastructure/workflow-execution-apis.md) — Provides network APIs to programmatically trigger and manage generative workflow runs. ([source](https://docs.comfy.org/development/overview))