Add name pattern filtering to LoRA Pool node allowing users to filter
LoRAs by filename or model name using either plain text or regex patterns.
Features:
- Include patterns: only show LoRAs matching at least one pattern
- Exclude patterns: exclude LoRAs matching any pattern
- Regex toggle: switch between substring and regex matching
- Case-insensitive matching for both modes
- Invalid regex automatically falls back to substring matching
- Filters apply to both file_name and model_name fields
Backend:
- Update LoraPoolLM._default_config() with namePatterns structure
- Add name pattern filtering to _apply_pool_filters() and _apply_specific_filters()
- Add API parameter parsing for name_pattern_include/exclude/use_regex
- Update LoraPoolConfig type with namePatterns field
Frontend:
- Add NamePatternsSection.vue component with pattern input UI
- Update useLoraPoolState to manage pattern state and API integration
- Update LoraPoolSummaryView to display NamePatternsSection
- Increase LORA_POOL_WIDGET_MIN_HEIGHT to accommodate new UI
Tests:
- Add 7 test cases covering text/regex include, exclude, combined
filtering, model name fallback, and invalid regex handling
Closes#839
Move the 'empty/no LoRA' cycling functionality from the LoRA Pool node
to the Lora Cycler widget for cleaner architecture:
Frontend changes:
- Add include_no_lora field to CyclerConfig interface
- Add includeNoLora state and logic to useLoraCyclerState composable
- Add toggle UI in LoraCyclerSettingsView with special styling
- Show 'No LoRA' entry in LoraListModal when enabled
- Update LoraCyclerWidget to integrate new logic
Backend changes:
- lora_cycler.py reads include_no_lora from config
- Calculate effective_total_count (actual count + 1 when enabled)
- Return empty lora_stack when on No LoRA position
- Return actual LoRA count in total_count (not effective count)
Reverted files to pre-PR state:
- lora_loader.py, lora_pool.py, lora_randomizer.py, lora_stacker.py
- lora_routes.py, lora_service.py
- LoraPoolWidget.vue and related files
Related to PR #861
Co-authored-by: dogatech <dogatech@dogatech.home>
- Replace multiple consecutive spaces with single underscore for tag matching
(e.g., 'looking to the side' → 'looking_to_the_side')
- Support prefix/suffix matching for flexible multi-word autocomplete
(e.g., 'looking to the' → 'looking_to_the_side')
- Add comprehensive test coverage for multi-word scenarios
Test coverage:
- Multi-word exact match (Danbooru convention)
- Partial match with last token replacement
- Command mode with multi-word phrases
- Multiple consecutive spaces handling
- Backend LOG10 popularity weight validation
Fixes: 'looking to the side' input now correctly replaces with
'looking_to_the_side, ' (or 'looking to the side, ' with space replacement)
- Add LOG10(post_count) weighting to BM25 score for better relevance ranking
- Prioritize tag_name prefix matches above alias matches using CASE statement
- Remove frontend re-scoring logic to trust backend排序 results
- Fix pagination consistency: page N+1 scores <= page N minimum score
Key improvements:
- '1girl' (6M posts) now ranks #1 instead of #149 for search '1'
- tag_name prefix matches always appear before alias matches
- Popular tags rank higher than obscure ones with same prefix
- Consistent ordering across pagination boundaries
Test coverage:
- Add test_search_tag_name_prefix_match_priority
- Add test_search_ranks_popular_tags_higher
- Add test_search_pagination_ordering_consistency
- Add test_search_rank_score_includes_popularity_weight
- Update test data with 15 tags starting with '1'
Fixes issues with autocomplete dropdown showing inconsistent results
when scrolling through paginated search results.
- Replace static imports of deprecated ComfyButton and ComfyButtonGroup with dynamic imports
- Only loads legacy API files when frontend version < 1.33.9 (backward compatibility path)
- Frontend >= 1.33.9 users no longer see deprecation warnings since legacy code is never loaded
- Preserves full backward compatibility for older ComfyUI frontend versions
- All existing tests pass (159 JS + 65 Vue tests)
- Implement version detection using __COMFYUI_FRONTEND_VERSION__ and /system_stats API
- Add version parsing and comparison utilities
- Dynamically register extension based on frontend version
- Use actionBarButtons API for frontend >= 1.33.9
- Fallback to legacy ComfyButton approach for older versions
- Add comprehensive version detection tests
Add @wheel event listener to AutocompleteTextWidget textarea to enable canvas zoom when textarea has no scrollbar.
The onWheel handler:
- Forwards pinch-to-zoom (ctrl+wheel) to canvas
- Passes horizontal scroll to canvas
- When textarea has vertical scrollbar: lets textarea scroll
- When textarea has NO scrollbar: forwards to canvas for zoom
Behavior now matches ComfyUI built-in multiline widget.
Fixes#850
- Add GET /api/lm/example-workflows endpoint to list available templates
- Add GET /api/lm/example-workflows/{filename} to retrieve specific workflow
- Add 'New Tab Template Workflow' setting in LoRA Manager settings
- Automatically apply 80% zoom level when loading template workflows
- Override workflow's saved view settings to prevent visual zoom flicker
The feature allows users to select a template workflow from example_workflows/
directory to load when creating new workflow tabs, with a hardcoded 0.8 zoom
level for better initial view experience.
Temporarily remove width constraints when measuring content to prevent
scrollWidth from being limited by narrow container. This fixes the issue
where dropdown width was incorrectly calculated as ~120px.
Also update test to match maxItems default value (100).
Remove .safetensors/.ckpt/.pt/.bin extensions from model names in autocomplete
suggestions to improve UX and search relevance:
Frontend (web/comfyui/autocomplete.js):
- Add _getDisplayText() helper to strip extensions from model paths
- Update _matchItem() to match against filename without extension
- Update render() and createItemElement() to display clean names
Backend (py/services/base_model_service.py):
- Add _remove_model_extension() helper method
- Update _relative_path_matches_tokens() to ignore extensions in matching
- Update _relative_path_sort_key() to sort based on names without extensions
Tests (tests/services/test_relative_path_search.py):
- Add tests to verify 's' and 'safe' queries don't match all .safetensors files
Fixes issue where typing 's' would match all .safetensors files and cluttered
suggestions with redundant extension names.
Move clear button from top-right to bottom-right to avoid
obscuring text content. Add hover visibility for cleaner UI.
Reserve bottom padding in textarea for button placement.
Implement search query variation generation to improve matching for multi-word tags:
- Generate multiple query forms: original, underscore (spaces->_), no-space, last token
- Execute up to 4 parallel queries with result merging and deduplication
- Add smart matching with symbol-insensitive comparison (blue hair matches blue_hair)
- Sort results with exact matches prioritized over partial matches
This allows users to type natural language queries like 'looking to the side' and
find tags like 'Looking_to_the_side' while maintaining backward compatibility
with continuous typing workflows.
Initialize internalValue with default RandomizerConfig object instead of
undefined to prevent frontend from sending empty string to backend when
widget is first created.
This fixes the 'str' object has no attribute 'get' error that occurred
when running a newly created Lora Randomizer node before any user
interaction.
Fixes#4
- Add is_dirty flag to track if statistics have changed
- Only write stats file when data actually changes
- Add enable_usage_statistics setting in ComfyUI settings
- Skip backend requests when usage statistics is disabled
- Fix standalone mode compatibility for MetadataRegistry
Fixes#826
Store textarea reference on container element to allow cloned widgets to access inputEl when promoted to subgraph nodes. This ensures both original and cloned widgets can properly get and set values through the shared DOM element.
- Backend: Support limit=0 to return all tags in top-tags API
- Frontend: Remove tags limit setting and fetch all tags by default
- UI: Implement virtual scrolling in TagsModal for performance
- Initial display 200 tags, load more on scroll
- Show all results when searching
- Remove lora_pool_tags_limit setting to simplify UX
Fixes#819
Previously, long LoRA filenames were truncated from the right with ellipsis,
which hid important checkpoint step numbers (e.g., -00800, -01000) that users
need to distinguish between different training checkpoints.
Changes:
- Replace single-line truncation with multi-line display (max 3 lines)
- Add line-height and word-break properties for better readability
- Use -webkit-line-clamp to gracefully handle extremely long names
This ensures the step number suffix is always visible in the tooltip.
- Remove max height setting, let ComfyUI handle widget sizing
- Widget now uses getMinHeight() to declare 150px minimum
- Container fills available space with overflow: auto for scrollbars
- Users can freely resize the node; content overflows show scrollbar
- Simplified renderTags by removing height calculation logic
Fixes#706
- Add new setting 'loramanager.trigger_word_max_height' (150-600px, default 300px)
- Add getTriggerWordMaxHeight() getter to retrieve setting value
- Update tags_widget to respect max height limit with scrollbar
- Add getMaxHeight callback for ComfyUI layout system
- Add tooltip note about requiring page reload
Fixes#706
- Add clear button inside autocomplete text widget that shows when text exists
- Support both Canvas mode and Vue DOM mode with appropriate styling
- Fix clear button visibility when value is changed externally (e.g., via 'send lora to workflow')
- Implement dual notification mechanism: CustomEvent + onSetValue callback
- Update widget interface to include onSetValue property
The width of the repeat input field in the LoRA cycler settings view has been increased from 40px to 50px. This change improves usability by providing more space for user input, making the control easier to interact with and reducing visual crowding.
- Modify custom words search to extract last space-separated token from search term
- Add `_getLastSpaceToken` helper method for token extraction
- Update selection replacement logic to only replace last token in multi-word prompts
- Enables searching "hello 1gi" to find "1girl" and replace only "1gi" with "1girl"
- Maintains full command replacement for command mode (e.g., "/char miku")
JavaScript floating point arithmetic causes values like 1.1 to become
1.1000000000000014. Add precision limiting to 2 decimal places in
snapToStep function for both sliders.
- Add LoraListModal component with search and preview tooltip
- Make 'Next LoRA' name clickable to open selector modal
- Integrate PreviewTooltip with custom resolver for Vue widgets
- Disable selector when prompts are queued (consistent with pause button)
- Fix tooltip z-index to display above modal backdrop
Fixes issue: users couldn't easily identify which index corresponds
to specific LoRA in large lists
- Replace REP badge with segmented progress bar for repeat indicator
- Reorganize Starting Index & Repeat controls into aligned groups
- Change repeat format from '× [count] times' to '[count] ×' for better alignment
- Remove unnecessary refresh button and related logic
- Add `/ac` and `/noac` commands to toggle prompt tag autocomplete on/off
- Commands only appear when relevant (e.g., `/ac` shows when autocomplete is off)
- Show toast notification when toggling setting
- Use ComfyUI's setting API with fallback to legacy API
- Clear autocomplete token after toggling to provide clean UX
- Add `hasQueuedPrompts` reactive flag to track queued executions
- Pass `is-pause-disabled` prop to settings view to disable pause button
- Update pause button title to indicate why it's disabled
- Remove server queue clearing logic from pause toggle handler
- Clear `hasQueuedPrompts` flag when manually changing index or resetting
- Set `hasQueuedPrompts` to true when adding prompts to execution queue
- Update flag when processing queued executions to reflect current queue state
- Update package.json test script to run both JS and Vue tests
- Simplify LoraCyclerLM output by removing redundant lora name fallback
- Extend Vitest config to include TypeScript test files
- Add Vue testing dependencies and setup for component testing
- Implement comprehensive test suite for BatchQueueSimulator component
- Add test setup file with global mocks for ComfyUI modules
Reset execution state when user manually changes LoRA index to ensure next execution starts from the user-set index. This prevents stale execution state from interfering with user-initiated index changes.
- Add generic type parameter to ComponentWidget<T> for type-safe callbacks
- Remove LegacyLoraPoolConfig interface and migrateConfig function
- Update LoraPoolWidget to use ComponentWidget<LoraPoolConfig>
- Clean up type imports across widget files
- Add aliases column to tags table to store comma-separated alias lists
- Update FTS schema to version 2 with searchable_text field containing tag names and aliases
- Implement schema migration to rebuild index when upgrading from old schema
- Modify search logic to match aliases and return canonical tag with matched alias info
- Update index building to include aliases in searchable text for FTS matching
This enables users to search for tag aliases (e.g., "miku") and get results for the canonical tag (e.g., "hatsune_miku") with indication of which alias was matched.
Remove pointer event .stop modifiers from textarea to allow events
to propagate to container where forwardMiddleMouseToCanvas forwards them
to ComfyUI canvas for pan functionality
Remove multiple sources of truth and async sync chains that caused
values to be lost during load/switch workflow or reload page.
Changes:
- Remove internalValue state variable from main.ts
- Update getValue/setValue to read/write DOM directly via widget.inputEl
- Remove textValue reactive ref and v-model from Vue component
- Remove serializeValue, onSetValue, and watch callbacks
- Register textarea reference on mount, clean up on unmount
- Simplify AutocompleteTextWidgetInterface
Follows ComfyUI built-in addMultilineWidget pattern:
- Single source of truth (DOM element value only)
- Direct sync (no intermediate variables or async chains)
Also adds documentation:
- docs/dom-widgets/value-persistence-best-practices.md
- docs/dom-widgets/README.md
- Update docs/dom_widget_dev_guide.md with reference
- Change path separators from backslashes to forward slashes in embedding autocomplete
- Extend embedding detection to also trigger when searchType is 'embeddings'
- Improves cross-platform compatibility and makes embedding autocomplete more reliable
Remove searchType check from prompt behavior's hidePreview method.
When an embedding was selected, the input event dispatched by
insertSelection caused searchType to change before hide() was called,
preventing the preview tooltip from being hidden.
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Add TagFTSIndex service for fast SQLite FTS5-based tag search (221k+ tags)
- Implement command-mode autocomplete: /char, /artist, /general, /meta, etc.
- Support category filtering via category IDs or names
- Return enriched results with post counts and category badges
- Add UI styling for category badges and command list dropdown
Create unified settings.js extension to centralize all Lora Manager ComfyUI
settings registration, eliminating code duplication across multiple files.
Add new setting "Enable Custom Words Autocomplete in Prompt Nodes" (enabled
by default) to control custom words autocomplete in prompt node text widgets.
When disabled, only 'emb:' prefix triggers embeddings autocomplete.
Changes:
- Create web/comfyui/settings.js with all three settings:
* Trigger Word Wheel Sensitivity (existing)
* Auto path correction (existing)
* Enable Custom Words Autocomplete in Prompt Nodes (new)
- Refactor autocomplete.js to respect the new setting
- Update trigger_word_toggle.js to import from settings.js
- Update usage_stats.js to import from settings.js
Adds custom words autocomplete functionality similar to comfyui-custom-scripts,
with the following features:
Backend (Python):
- Create CustomWordsService for CSV parsing and priority-based search
- Add API endpoints: GET/POST /api/lm/custom-words and
GET /api/lm/custom-words/search
- Share storage with pysssss plugin (checks for their user/autocomplete.txt first)
- Fallback to Lora Manager's user directory for storage
Frontend (JavaScript/Vue):
- Add 'custom_words' and 'prompt' model types to autocomplete system
- Prompt node now supports dual-mode autocomplete:
* Type 'emb:' prefix → search embeddings
* Type normally → search custom words (no prefix required)
- Add AUTOCOMPLETE_TEXT_PROMPT widget type
- Update Vue component and composable types
Key Features:
- CSV format: word[,priority] compatible with danbooru-tags.txt
- Priority-based sorting: 20% top priority + prefix + include matches
- Preview tooltip for embeddings (not for custom words)
- Dynamic endpoint switching based on prefix detection
Breaking Changes:
- Prompt (LoraManager) node widget type changed from
AUTOCOMPLETE_TEXT_EMBEDDINGS to AUTOCOMPLETE_TEXT_PROMPT
- Removed standalone web/comfyui/prompt.js (integrated into main widgets)
Fixes comfy_dir path calculation by prioritizing folder_paths.base_path
from ComfyUI when available, with fallback to computed path.
Removed excessive top padding in DOM mode to improve visual alignment and consistency with other form elements. The change reduces the top padding from 24px to 8px, eliminating unnecessary vertical space while maintaining the same bottom padding and overall styling.
Introduce AUTOCOMPLETE_TEXT_WIDGET_MAX_HEIGHT constant and apply it to autocomplete text widgets when modelType is 'loras'. This ensures LoRA-specific widgets have a consistent maximum height of 100px, improving UI consistency and preventing excessive widget expansion.
