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33 Commits

Author SHA1 Message Date
Will Miao
41101ad5c6 refactor(nodes): standardize node class names with LM suffix 
Rename all node classes to use consistent 'LM' suffix pattern:
- LoraCyclerNode → LoraCyclerLM
- LoraManagerLoader → LoraLoaderLM
- LoraManagerTextLoader → LoraTextLoaderLM
- LoraStacker → LoraStackerLM
- LoraRandomizerNode → LoraRandomizerLM
- LoraPoolNode → LoraPoolLM
- WanVideoLoraSelectFromText → WanVideoLoraTextSelectLM
- DebugMetadata → DebugMetadataLM
- TriggerWordToggle → TriggerWordToggleLM
- PromptLoraManager → PromptLM

Updated:
- Core node class definitions (9 files)
- NODE_CLASS_MAPPINGS in __init__.py
- Node type mappings in node_extractors.py
- All related test imports and references
- Logger prefixes for consistency

Frontend extension names remain unchanged (LoraManager.LoraStacker, etc.)
 2026-01-25 10:38:10 +08:00
Will Miao
3c0bfcb226 feat: add KSampler_inspire node extractor for comfyui-inspire-pack, fixes #693 2025-11-22 14:28:44 +08:00
Will Miao
8158441a92 feat: add CheckpointLoaderKJ extractor and improve model filename handling, fixes #666 
- Add CheckpointLoaderKJ to NODE_EXTRACTORS mapping for KJNodes support
- Enhance model filename generation in SaveImage to handle different data types
- Add proper type checking and fallback for model metadata values
- Improve robustness when processing checkpoint paths for filename generation
 2025-11-17 08:52:51 +08:00
Will Miao
7850131969 feat: add metadata extractor for KJNodes model loaders, see #666 
Add KJNodesModelLoaderExtractor to handle metadata extraction from KJNodes loaders that expose model_name. This supports GGUFLoaderKJ and DiffusionModelLoaderKJ nodes, ensuring consistent checkpoint metadata collection across different node types.
 2025-11-14 15:46:11 +08:00
Will Miao
7e40f6fcb9 feat: add GGUF loader metadata extractor support, fixes #627 
Add GGUFLoaderExtractor class to handle metadata extraction for GGUF model loaders. Register extractor for both LoaderGGUF and LoaderGGUFAdvanced node types to capture checkpoint metadata from gguf_name input parameter. This enables proper metadata tracking for GGUF model files used in the system.
 2025-11-02 10:20:44 +08:00
Will Miao
077cf7b574 feat(metadata): Add extractors for NunchakuFluxDiTLoader and NunchakuQwenImageDiTLoader nodes, fixes #621 2025-10-29 23:19:11 +08:00
Will Miao
1e4d1b8f15 feat(nodes): add Promp (LoraManager) node and autocomplete support 2025-10-13 23:23:32 +08:00
Will Miao
a1a55a1002 feat(node_extractors): add PCTextEncode extractor to NODE_EXTRACTORS registry, fixes #424 2025-09-11 06:45:22 +08:00
Will Miao
e9ada70088 feat: Add ClownsharKSampler_Beta to NODE_EXTRACTORS for enhanced sampler support 2025-08-23 08:08:51 +08:00
Will Miao
af499565d3 Revert "feat: Add CheckpointLoaderSimpleExtended to NODE_EXTRACTORS for enhanced checkpoint loading" 
This reverts commit fe2d7e3a9e.
 2025-08-17 22:43:15 +08:00
Will Miao
fe2d7e3a9e feat: Add CheckpointLoaderSimpleExtended to NODE_EXTRACTORS for enhanced checkpoint loading 2025-08-17 21:16:27 +08:00
Will Miao
9f69822221 feat: Refactor SamplerCustom handling and enhance node extractor mappings for improved metadata processing 2025-08-17 20:42:52 +08:00
Will Miao
db7f57a5a4 feat: Refactor sampler extractors to reduce redundancy and improve maintainability. Add support for KSampler [pipe] from comfyui-impact-pack and comfyui-inspire-pack 2025-07-16 08:08:11 +08:00
Will Miao
849b97afba feat: Add CR_ApplyControlNetStack extractor and enhance prompt conditioning handling in metadata processing. Fixes #277 2025-07-10 09:26:53 +08:00
Will Miao
1bd2635864 feat: Add smZ_CLIPTextEncode extractor to NODE_EXTRACTORS. See #277 2025-07-09 22:56:56 +08:00
Will Miao
e726c4f442 feat: enhance metadata extraction for TSC samplers with vae_decode handling 2025-06-23 10:55:27 +08:00
Will Miao
402318e586 feat: enhance metadata processing and extraction for Efficient nodes with improved prompt handling and conditioning outputs. 2025-06-22 13:21:31 +08:00
Will Miao
fa0902dc74 feat: add AdvancedCLIPTextEncode to NODE_EXTRACTORS for enhanced metadata extraction. See #234 2025-06-21 06:22:33 +08:00
Will Miao
4889955ecf feat: Add conditioning matching to prompts and update metadata handling in node extractors. See #235 2025-06-20 00:04:02 +08:00
Will Miao
d0c728a339 Enhance node tracing logic and improve prompt handling in metadata processing. See #189 2025-05-17 15:40:05 +08:00
Will Miao
7b5b4ce082 refactor: enhance CFGGuider handling and add CFGGuiderExtractor for improved metadata extraction. Fixes https://github.com/willmiao/ComfyUI-Lora-Manager/issues/172 2025-05-09 13:50:22 +08:00
Will Miao
4789711910 feat: enhance metadata processing by refining primary sampler selection and adding CLIPTextEncodeFlux extractor. Fixes https://github.com/willmiao/ComfyUI-Lora-Manager/issues/146 2025-04-29 06:31:21 +08:00
Will Miao
b0a9d44b0c Add support for SamplerCustomAdvanced node in metadata extraction 2025-04-26 09:40:44 +08:00
Will Miao
0734252e98 feat: Enhance VAEDecodeExtractor to improve image caching and metadata handling 2025-04-18 10:03:26 +08:00
Will Miao
df6d56ce66 feat: Add IMAGES category to constants and enhance metadata handling in node extractors 2025-04-18 07:12:43 +08:00
Will Miao
bccabe40c0 feat: Enhance KSamplerAdvancedExtractor to include additional sampling parameters and update metadata processing 2025-04-18 05:29:36 +08:00
Will Miao
c2f599b4ff feat: Update node extractors to include UNETLoaderExtractor and enhance metadata handling for guidance parameters 2025-04-17 22:05:40 +08:00
Will Miao
32d34d1748 feat: Enhance trace_node_input method with depth tracking and target class filtering; add FluxGuidanceExtractor for guidance parameter extraction 2025-04-17 08:06:21 +08:00
Will Miao
18eb605605 feat: Refactor metadata processing to use constants for category keys and improve structure 2025-04-17 06:23:31 +08:00
Will Miao
4fdc88e9e1 feat: Enhance LoraLoaderExtractor to extract base filename from lora_name input 2025-04-16 22:19:38 +08:00
Will Miao
d4b2dd0ec1 refactor: Rename to_comfyui_format method to to_dict and update references in save_image.py 2025-04-16 21:42:54 +08:00
Will Miao
181f78421b feat: Standardize LoRA extraction format and enhance input handling in node extractors 2025-04-16 21:20:56 +08:00
Will Miao
8ed38527d0 feat: Implement metadata collection and processing framework with debug node for verification 2025-04-16 20:04:26 +08:00