base on Workflow-to-APP、ScreenShare&FloatingVideo、GPT & 3D、SpeechRecognition&TTS  > 适配了最新版 comfyui 的 py3.11 ，torch 2.3.1+cu121 > [Mixlab nodes discord](https://discord.gg/cXs9vZSqeK) 商务合作请联系 [email protected] For business cooperation, please contact email [email protected]  ##### `最新`： - 新增[fal.ai](https://fal.ai/dashboard)的视频生成:Kling、RunwayGen3、LumaDreamMachine，[工作流下载](./workflow/video-all-in-one-test-workflow.json) - 新增 SimulateDevDesignDiscussions，需要安装[swarm](https://github.com/openai/swarm)和[Comfyui-ChatTTS](https://github.com/shadowcz007/Comfyui-ChatTTS)，[工作流下载](./workflow/swarm制作的播客节点workflow.json) - 新增 SenseVoice - [新增JS-SDK，方便直接在前端项目中使用comfyui](https://github.com/shadowcz007/comfyui-js-sdk) - 新增API调用图像生成节点 TextToImage Siliconflow，可以直接调用Siliconflow提供的flux生成图像 - [增加 Her 的DEMO页面，和数字人对话](https://github.com/shadowcz007/ComfyUI-Backend-MixlabNodes/blob/main/workflow/her_demo_workflow.json) - 右键菜单支持 text-to-text，方便对 prompt 词补全，支持云LLM或者是本地LLM。 - 增加 MiniCPM-V 2.6 int4 This is the int4 quantized version of MiniCPM-V 2.6. Running with int4 version would use lower GPU memory (about 7GB). - 移动端适配、修改 app 模式的 Mask 编辑器 - 增加 p5.js 作为输入节点 [workflow](./workflow/p5workflow.json) [workflow2](./workflow/p5-video-workflow.json) - App 模式增加 batch prompt，批量提示词，可以把动态提示词批量组成后运行  - 增加 API Key Input 节点，用于管理 LLM 的 Key,同时优化 LLM 相关节点，为后续 agent 模式做准备 - 增加 SiliconflowLLM，可以使用由 Siliconflow 提供的免费 LLM <!-- - ChatGPT 节点支持 Local LLM（llama.cpp），Phi3、llama3 都可以直接一个节点运行了。模型下载后，放置到 `models/llamafile/` --> <!-- 强烈推荐： [Phi-3-mini-4k-instruct-function-calling-GGUF](https://huggingface.co/nold/Phi-3-mini-4k-instruct-function-calling-GGUF) [Phi-3-mini-4k-instruct-GGUF](https://huggingface.co/lmstudio-community/Phi-3-mini-4k-instruct-GGUF/tree/main)，备选：[llama3_if_ai_sdpromptmkr_q2k](https://hf-mirror.com/impactframes/llama3_if_ai_sdpromptmkr_q2k/tree/main) - 右键菜单支持 image-to-text，使用多模态模型，多模态使用 [llava-phi-3-mini-gguf](https://huggingface.co/xtuner/llava-phi-3-mini-gguf/tree/main)，注意需要把llava-phi-3-mini-mmproj-f16.gguf也下载   --> #### `相关插件推荐` [comfyui-liveportrait](https://github.com/shadowcz007/comfyui-liveportrait) [Comfyui-ChatTTS](https://github.com/shadowcz007/Comfyui-ChatTTS) [comfyui-sound-lab](https://github.com/shadowcz007/comfyui-sound-lab) [comfyui-Image-reward](https://github.com/shadowcz007/comfyui-Image-reward) [comfyui-ultralytics-yolo](https://github.com/shadowcz007/comfyui-ultralytics-yolo) [comfyui-moondream](https://github.com/shadowcz007/comfyui-moondream) <!-- [comfyui-CLIPSeg](https://github.com/shadowcz007/comfyui-CLIPSeg) --> ## 🚀🚗🚚🏃 Workflow-to-APP - 新增 AppInfo 节点，可以通过简单的配置，把 workflow 转变为一个 Web APP。 - 支持多个 web app 切换 - 发布为 app 的 workflow，可以在右键里再次编辑了 - web app 可以设置分类，在 comfyui 右键菜单可以编辑更新 web app - 支持动态提示 - 支持把输出显示到 comfyui 背景（TouchDesigner 风格） - 如果转为 web app 打开是空白的，注意检查下插件目录的名字需要是：comfyui-mixlab-nodes(如果是 zip 包下载会多了个-main 的后缀，需要去掉)  - Support multiple web app switching. - Add the AppInfo node, which allows you to transform the workflow into a web app by simple configuration. - The workflow, which is now released as an app, can also be edited again by right-clicking. - The web app can be configured with categories, and the web app can be edited and updated in the right-click menu of ComfyUI.    Example: - workflow  [text-to-image](./workflow/Text-to-Image-app.json) APP-JSON: - [text-to-image](./example/Text-to-Image_3.json) - [image-to-image](./example/Image-to-Image_2.json) - text-to-text > 暂时支持 9 种节点作为界面上的输入节点：Load Image、VHS*LoadVideo、CLIPTextEncode、PromptSlide、TextInput*、Color、FloatSlider、IntNumber、CheckpointLoaderSimple、LoraLoader > 输出节点：PreviewImage 、SaveImage、ShowTextForGPT、VHS_VideoCombine、PromptImage > seed 统一输入控件，支持：SamplerCustom、KSampler > 配套[ps 插件](https://github.com/shadowcz007/comfyui-ps-plugin) > 如果遇到上传图片不成功，请检查下：局域网或者是云服务，请使用 https，端口 8189 这个服务（ 感谢 @Damien 反馈问题） > If you encounter difficulties in uploading images, please check the following: for local network or cloud services, please use HTTPS and the service on port 8189. (Thanks to @Damien for reporting the issue.) ## 🏃🚗🚚🚀 Real-time Design > ScreenShareNode & FloatingVideoNode. Now comfyui supports capturing screen pixel streams from any software and can be used for LCM-Lora integration. Let's get started with implementation and design! 💻🌐  https://github.com/shadowcz007/comfyui-mixlab-nodes/assets/12645064/e7e77f90-e43e-410a-ab3a-1952b7b4e7da <!-- [ScreenShareNode](./workflow/2-screeshare.json) --> [ScreenShareNode & FloatingVideoNode](./workflow/3-FloatVideo-workflow.json) !! Please use the address with HTTPS (https://127.0.0.1). ### SpeechRecognition & SpeechSynthesis  [Voice + Real-time Face Swap Workflow](./workflow/语音+实时换脸workflow.json) - Preview Audio [text-to-audio](./workflow/text-to-audio-base-workflow.json) ### GPT > Support for calling multiple GPTs.Local LLM 、 ChatGPT、ChatGLM3 、ChatGLM4 , Some code provided by rui. If you are using OpenAI's service, fill in https://api.openai.com/v1 . If you are using a local LLM service, fill in http://127.0.0.1:xxxx/v1 . Azure OpenAI:https://xxxx.openai.azure.com [LLM_base_workflow](./workflow/LLM_base_workflow.json) - SiliconflowLLM - ChatGPTOpenAI <!-- 最新：ChatGPT 节点支持 Local LLM（llama.cpp），Phi3、llama3 都可以直接一个节点运行了。 Model download,move to :`models/llamafile/` 强烈推荐：[Phi-3-mini-4k-instruct-GGUF](https://huggingface.co/lmstudio-community/Phi-3-mini-4k-instruct-GGUF/tree/main) 备选：[llama3_if_ai_sdpromptmkr_q2k](https://hf-mirror.com/impactframes/llama3_if_ai_sdpromptmkr_q2k/tree/main) > 如果碰到安装失败，可以尝试手动安装 ``` ../../../python_embeded/python.exe -s -m pip install llama-cpp-python --extra-index-url https://abetlen.github.io/llama-cpp-python/whl/cu121 ../../../python_embeded/python.exe -s -m pip install llama-cpp-python[server] ``` > [Mac](https://llama-cpp-python.readthedocs.io/en/latest/install/macos/) ``` pip uninstall llama-cpp-python -y CMAKE_ARGS="-DLLAMA_METAL=on" pip install -U llama-cpp-python --no-cache-dir pip install 'llama-cpp-python[server]' ``` ``` pip install llama-cpp-python \ --extra-index-url https://abetlen.github.io/llama-cpp-python/whl/metal ``` --> ## Prompt > PromptSlide >  <!--  --> > randomPrompt  > ClipInterrogator [add clip-interrogator](https://github.com/pharmapsychotic/clip-interrogator) > PromptImage & PromptSimplification,Assist in simplifying prompt words, comparing images and prompt word nodes. > ChinesePrompt && PromptGenerate，中文 prompt 节点，直接用中文书写你的 prompt  ### Layers > A new layer class node has been added, allowing you to separate the image into layers. After merging the images, you can input the controlnet for further processing. > The composite images node overlays a foreground image onto a background image at specified positions and scales, with optional blending modes and masking capabilities. position : 'overall',"center_center","left_bottom","center_bottom","right_bottom","left_top","center_top","right_top"   ### 3D   [workflow](./assets/Image-to-3D_1.json)  [workflow](./workflow/3D-workflow.json) ### Image #### LoadImagesToBatch > Upload multiple images for batch input into the IP adapter. #### LoadImagesFromLocal > Monitor changes to images in a local folder, and trigger real-time execution of workflows, supporting common image formats, especially PSD format, in conjunction with Photoshop.  [workflow-4](./workflow/4-loadfromlocal-watcher-workflow.json) #### LoadImagesFromURL > Conveniently load images from a fixed address on the internet to ensure that default images in the workflow can be executed. #### TextImage > [下载字体](https://drxie.github.io/OSFCC/)放到 `custom_nodes/comfyui-mixlab-nodes/assets/fonts` #### MiniCPM-VQA Simple This is the int4 quantized version of MiniCPM-V 2.6. Running with int4 version would use lower GPU memory (about 7GB). [模型](https://huggingface.co/openbmb/MiniCPM-V-2_6-int4)  ### Style > Apply VisualStyle Prompting , Modified from [ComfyUI_VisualStylePrompting](https://github.com/ExponentialML/ComfyUI_VisualStylePrompting)  > StyleAligned , Modified from [style_aligned_comfy](https://github.com/brianfitzgerald/style_aligned_comfy) ### Utils > The Color node provides a color picker for easy color selection, the Font node offers built-in font selection for use with TextImage to generate text images, and the DynamicDelayByText node allows delayed execution based on the length of the input text. - [添加了 DynamicDelayByText 功能，可以根据输入文本的长度进行延迟执行。](./workflow/audio-chatgpt-workflow.json) - [Added DynamicDelayByText, enabling delayed execution based on input text length.](./workflow/audio-chatgpt-workflow.json) - [使用 CkptNames 对比不同的模型效果](./workflow/ckpts-image-workflow.json) - [CkptNames compare the effects of different models.](./workflow/ckpts-image-workflow.json) ### Other Nodes - 增加 Edit Mask，方便在生成的时候手动绘制 mask [workflow](./workflow/edit-mask-workflow.json)   [workflow-1](./workflow/1-workflow.json) > TransparentImage  > FeatheredMask、SmoothMask Add edges to an image.  > LaMaInpainting（需要手动安装） - simple-lama-inpainting 里的 pillow 造成冲突，暂时从依赖里移除，如果有安装 simple-lama-inpainting ，节点会自动添加，没有，则不会自动添加。 from [simple-lama-inpainting](https://github.com/enesmsahin/simple-lama-inpainting) - [问题汇总](https://github.com/shadowcz007/comfyui-mixlab-nodes/issues/294) > rembgNode "briarmbg","u2net","u2netp","u2net_human_seg","u2net_cloth_seg","silueta","isnet-general-use","isnet-anime" **_ briarmbg _** model was developed by BRlA Al and can be used as an open-source model for non-commercial purposes ### Enhancement - Direct "Help" option accessible through node context menu. - "Nodes Map" feature added to global context menu. - An improvement has been made to directly redirect to GitHub to search for missing nodes when loading the graph. *** If not needed, you can comment out ```app.showMissingNodesError``` in the ```ui_mixlab.js``` file.   - Right-click shortcut 右键菜单支持 text-to-text，方便对 prompt 词补全，支持云LLM或者是本地LLM。 The right-click menu supports text-to-text conversion, facilitating prompt word completion, and supports cloud LLMs or local LLMs. Local LLM API example:```http://localhost:1234/v1```  ### Models - [Download TripoSR](https://huggingface.co/stabilityai/TripoSR/blob/main/model.ckpt) and place it in `models/triposr` - [Download facebook/dino-vitb16](https://huggingface.co/facebook/dino-vitb16/tree/main) and place it in `models/triposr/facebook/dino-vitb16` [Download rembg Models](https://github.com/danielgatis/rembg/tree/main#Models),move to:`models/rembg` [Download lama](https://github.com/enesmsahin/simple-lama-inpainting/releases/download/v0.1.0/big-lama.pt), move to : `models/lama` [Download Salesforce/blip-image-captioning-base](https://huggingface.co/Salesforce/blip-image-captioning-base), move to :`models/clip_interrogator/Salesforce/blip-image-captioning-base` [Download succinctly/text2image-prompt-generator](https://huggingface.co/succinctly/text2image-prompt-generator/tree/main),move to:`models/prompt_generator/text2image-prompt-generator` [Download Helsinki-NLP/opus-mt-zh-en](https://huggingface.co/Helsinki-NLP/opus-mt-zh-en/tree/main),move to:`models/prompt_generator/opus-mt-zh-en` ## Installation manually install, simply clone the repo into the custom_nodes directory with this command: ``` cd ComfyUI/custom_nodes git clone https://github.com/shadowcz007/comfyui-mixlab-nodes.git ``` Install the requirements: run directly: ``` cd ComfyUI/custom_nodes/comfyui-mixlab-nodes install.bat ``` or install the requirements using: ``` ../../../python_embeded/python.exe -s -m pip install -r requirements.txt ``` If you are using a venv, make sure you have it activated before installation and use: ``` pip3 install -r requirements.txt ``` #### Chinese community 访问 [www.mixcomfy.com](https://www.mixcomfy.com)，获得更多内测功能，关注微信公众号：Mixlab 无界社区 #### File / LoadImagesFromPath SaveImageToLocal LoadImagesFromURL #### discussions: [discussions](https://github.com/shadowcz007/comfyui-mixlab-nodes/discussions) <picture> <source media="(prefers-color-scheme: dark)" srcset=" https://api.star-history.com/svg?repos=shadowcz007/comfyui-mixlab-nodes&type=Date&theme=dark " /> <source media="(prefers-color-scheme: light)" srcset=" https://api.star-history.com/svg?repos=shadowcz007/comfyui-mixlab-nodes&type=Date " /> <img alt="Star History Chart" src="https://api.star-history.com/svg?repos=shadowcz007/comfyui-mixlab-nodes&type=Date" /> </picture> ", Assign "at most 3 tags" to the expected json: {"id":"5554","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"