diff --git a/README.md b/README.md index 8f10101..6be7d00 100644 --- a/README.md +++ b/README.md @@ -776,6 +776,58 @@ Accepts: Output: IMAGE (torch.Tensor) Single frame tensor with shape [1, H, W, C] — ready for VAE encoding, preview, or any image processing node. + +
+ đŸĻŠ RS LoRA Loader + +# đŸĻŠ RS LoRA Loader +**A powerful, highly customizable node for managing multiple LoRAs. It features a sleek custom interface, a robust preset system, drag-and-drop reordering, and seamless integration with the Civitai API for fetching metadata and trained words.** + +Screenshot_1 + +### 🎨 Advanced Custom UI +- **Visual Multi-LoRA Management** - Add, remove, and reorder multiple LoRAs with drag-and-drop support. +- **Custom CLIP Toggle** - A dedicated, visually distinct button to enable/disable CLIP application per node. When the clip input is turned off, the node operates in the "model only" mode. +- **Precision Strength Control** - Adjust LoRA strength using `+` / `-` buttons or direct numeric input. +- **Auto-Resizing & Scrollable List** - The node automatically adjusts its height, with smooth scrolling for long lists. +- **Quick update** - When adding a new LoRA to the 'loras' folder, you do not need to reload ComfyUI or the browser page. Just click the ✔ī¸ Update LoRA list button. + +### 💾 Preset System +- **Save & Load** - Save your current LoRA configurations (including strengths and enabled states) as named presets. +- **Quick Access** - Instantly apply complex LoRA stacks with a single click. + +### Smart LoRA Selector +- **Tree View & Search** - Easily find LoRAs using a structured folder tree or a fast, real-time search bar. +- **Visual Indicators** - Already added LoRAs are marked with a checkmark to prevent duplicates. + +### 🌐 Civitai Metadata Integration (Info Popup) +- **Instant Info** - Click the `ℹī¸` icon on any LoRA row to open a detailed popup. +- **Fetch from Civitai** - Automatically fetches the model's true name, description, and tags directly from Civitai using the file's SHA256 hash. +- **Smart Parsing** - Cleans HTML tags from descriptions and combines `trainedWords` and `tags` for a comprehensive list. +- **Local Caching** - Fetched metadata is saved locally in the `rayko_lora_data` folder. Subsequent views are instant and require no internet connection. + +### 📋 One-Click Tag Copying +- **Click to Copy** - Click on any individual green tag chip in the Info popup to instantly copy it to your clipboard and auto-close the window. +- **Copy All** - A dedicated button to copy all trained words/tags at once. + +### Adding and Managing LoRAs +1. Click **➕ Add LoRA** to open the selector. Search or browse the tree, and click a LoRA to add it. +2. Use the **⋮** handle on the left of each row to drag and drop LoRAs into your desired order. + +### Using the Info Popup & Civitai Fetch +1. Click the **ℹī¸** icon next to any added LoRA. +2. If metadata is already cached locally, it will appear instantly. +3. If no data is found, click the **🌐 Fetch from Civitai** button. + - *Note: The node calculates the SHA256 hash of the `.safetensors` file and queries the Civitai API. This may take a few seconds on the first run.* +4. Once fetched, the data is saved to `custom_nodes/ComfyUI_RaykoStudio/rayko_lora_data/` for future instant access. + +### Copying Tags +- **Single Tag:** Click on any green tag chip (e.g., `3d`, `concept`). It will be copied to your clipboard, and the popup will close automatically so you can paste it directly into your prompt. +- **All Tags:** Click **📋 Copy All** to copy the entire list of trained words. + +### 🔔 Visual Feedback +- Custom toast notifications for successful actions, errors, and clipboard events. +
đŸĻŠ RS Models Loader @@ -792,8 +844,9 @@ Single frame tensor with shape [1, H, W, C] — ready for VAE encoding, preview, - **Persistent Storage** - LoRA configurations are saved per node and persist across sessions - **Folder Structure** - Browse LoRAs with folder tree navigation - **Search Functionality** - Quickly find LoRAs by name -- **Presets of model sets** - Save model sets to presets for quick switching between models -- **Presets of LoRA sets** - Save LoRA sets to presets for quick switching between models +- **Presets of model sets** - Save model sets to presets for quick switching between models +- **Presets of LoRA sets** - Save LoRA sets to presets for quick switching between models +- **Quick update** - When adding a new LoRA to the 'loras' folder, you do not need to reload ComfyUI or the browser page. Just click the ✔ī¸ Update LoRA list button - **Drag and drop** - Changing the position of LoRA in the list of active loras - **Pop-up messages** - Confirmation of successful or unsuccessful processes in the node