Adds a fullscreen image-only slideshow from the current lightbox collection, with pause, keyboard navigation, hidden idle controls, and polished image transitions.
Adds slideshow duration and playback order settings, including random order support.
Add a File Explorer-style dual-mode path bar to the folder picker so users can navigate with breadcrumbs or switch into an editable address field for pasted paths. Also allow staging the current or typed path directly and show friendlier feedback for missing folders.
Computing visual clusters was O(n·k·dim) per Lloyd iteration over the whole
library, single-threaded — several seconds on an 80k-image library on first
view. Find centroids on a deterministic, evenly-strided sample (<=3000
embeddings) and then assign every image to its nearest centroid in one parallel
rayon pass. Libraries at or below the sample cap are unchanged.
Replace the greedy farthest-point seeding (which seeds outliers, leaving the
dense core under-represented on a sample so one centroid absorbed tens of
thousands of generic images) with proper density-aware k-means++ D² seeding,
made deterministic via a small fixed-seed SplitMix64 PRNG. This keeps clusters
balanced on large libraries.
A CLUSTER_CACHE_VERSION is folded into the tag-cloud cache key so existing
caches computed by the old algorithm are invalidated and recomputed. The
clustering timing line and the cache-write failure now go through the `log`
facade (debug/warn) instead of eprintln.
Lay the lightbox info-panel metadata out in a two-column grid: paired fields
(Dimensions/Duration, Video codec/Audio codec, Type/File size) sit side by side
while Rating, Modified, and Embedding span the full width. More compact panel
with less scrolling. Tags and EXIF sections are unchanged.
Add an "Open tag manager" button under a new Tag library group in Settings →
AI Workspace. It closes Settings and jumps to Explore's tag Manage mode.
To make manage mode reachable from outside the Explore view, lift its flag out
of TagCloud's local state into the store (tagManagerOpen / setTagManagerOpen)
behind an openTagManager() action. Manage mode is reset whenever Explore is
entered normally or the visual-cluster view is selected, so openTagManager()
stays the only path that opens it programmatically.
Right-clicking the settings cog in the title bar opens a small theme menu
(Phokus / Subtle Light / Conventional Dark) with the active theme checked,
anchored under the cog and dismissed on outside-click or Escape. Left-click
still opens Settings. Keeps theme switching one gesture away without cluttering
the title bar with another icon.
The get_tag_cloud cache key was built by loading and hashing every embedding
blob for the scope *before* checking the cache, so even a cache hit re-read
hundreds of MB on large libraries and stalled Explore for several seconds.
Validate the cache from a lightweight image-ID-set signature plus the embedding
revision instead, so a hit never loads embeddings. The ID-set hash keeps the key
membership-sensitive (add/remove/move between folders) and the revision covers
an image being re-embedded in place. Cache write failures are now logged rather
than silently ignored.
On the frontend, switching folders (or re-entering Explore) no longer leaves the
previous folder's clusters/tags on screen with no loading indicator:
loadTagCloud/loadExploreTags clear stale entries on a real folder switch. The
displayed folder is tracked separately (exploreTagsShownFolderId) from the
cache-dirty marker so a same-folder invalidation (tag edits, new AI tags) does
not masquerade as a switch and wipe the visible list mid-refresh.
Adds the user-facing changes introduced on this branch that were missing
from the [Unreleased] section:
Added:
- Related tags in Explore (tag atlas connection lines + co-occurrence counts)
- Persist worker pauses across restarts (Settings toggle)
Changed:
- Tag manager search/sort/virtualisation
Fixed:
- Noisy AI tags filtered automatically (removal list applied at store time)
- Explore Tag Cloud hover glow and atlas gradient in Subtle Light theme
- AI Workspace "Selected Folders" scope no longer pre-selects a folder
create_tagger_session is shared by both models but logged "WD tagger: using
CPU execution provider" even when loading JoyTag. Make the CPU/DirectML
session logs model-neutral. Add the JoyTag tagging-model picker to the
changelog now that it's runtime-verified.
The ONNX session was built with intra_threads(1) unconditionally. That's
correct for DirectML (compute is on the GPU), but on the CPU execution
provider it pinned all matmul/conv work to a single core — ~1.78s/image,
~14s for an 8-image batch.
Derive the intra-op thread count from available_parallelism() for the CPU EP
(leaving 2 logical cores free for the UI and a possible concurrent scan;
tagging is the lowest-priority worker, so heavier workers are idle when it
runs). DirectML/Auto keep a single thread. Measured ~2.7x on a representative
machine (14s -> 5.3s per 8-image batch); sublinear because swinv2 inference is
memory-bandwidth-bound. The selected thread count is logged at load.
The tagging worker claimed a batch from the DB but ran the model one image
at a time, so `tagger_batch_size` had no effect on inference. Batching the
whole claim into a single DirectML forward pass fixed that but introduced a
worse problem: on a shared GPU each wide dispatch locks the device (and the
WebView2 compositor with it) for 1-3.7s, freezing the entire app while
tagging runs — worst of all on first launch with a cold graph compile.
The WD model is compute-bound here (~50-230ms/image of actual GPU work), so
a wide batch buys almost no throughput; it only lengthens each uninterruptible
GPU lock. So decouple DB claim size from GPU granularity: claim
`tagger_batch_size` for DB efficiency, but feed the GPU in TAGGER_INFER_CHUNK
(4) images per forward pass with a brief yield between chunks. Each dispatch
now lasts ~200-900ms, the UI gets windows to paint, peak decode memory is
bounded, and the cold compile is for a smaller shape. As a bonus the wide-batch
throughput spikes disappear — steady ~1.6-1.8s/16 vs the old 0.8-3.7s swings.
- run_batch: parallel (rayon) decode + single forward pass per chunk, with
per-image fallback and decode failures kept attached to their input slot.
- Worker iterates source_paths.chunks(TAGGER_INFER_CHUNK), yielding 40ms
between chunks; outputs zip back to jobs 1:1, write tx unchanged.
- Remove now-dead WdTagger::run() (fallback uses infer_one directly).
Add dominant-color palette extraction, storage, filtering, and startup backfill so the gallery and Timeline can be filtered from the toolbar color picker.
Introduce a reusable tooltip component and migrate the color filter, update indicator, and gallery filename hover affordances to it.
Similar search scoping:
- Add current_album as a similar-scope option and remember the source album when similar or region searches are launched from an album.
- Route gallery and lightbox similar actions through scope-aware store helpers so Album/Folder/All choices are applied consistently.
- Keep pagination and scope toggles working for both whole-image and region-search result sets.
Backend filtering:
- Extend find_similar_images and find_similar_by_region params with album_id, giving album scope precedence over folder scope.
- Add album_membership filtering for HNSW whole-image search and brute-force crop embedding search.
EXIF info panel:
- New on-demand get_image_exif command (kamadak-exif) returning camera/lens/
aperture/shutter/ISO/focal-length and decimal GPS; read from the file when the
lightbox opens (no DB schema change, works on already-indexed images).
- Lightbox shows a Camera panel; GPS opens the location in the browser via
OpenStreetMap (adds opener:allow-open-url capability).
Tag management:
- Backend rename_tag (rename, or merge when the target exists) and delete_tag
(library-wide), both clearing the tag-cloud cache; store actions invalidate
tag caches, refresh Explore, and re-point/refresh an active tag-search.
- Explore -> Tag Cloud gains a Manage mode: a flat list with per-tag rename/
merge/delete.
Albums:
- Drag-to-reorder in the sidebar via framer-motion Reorder with a hover handle;
order persists through the existing reorder_albums command.
Reads live store order on drag end and robustly derives GPS hemisphere from raw
EXIF ref bytes (review follow-ups). CHANGELOG updated.
Albums (manual collections):
- New albums/album_images tables with FK cascades; DB functions and Tauri
commands for create/rename/delete/delete-many/reorder/list, add/remove
images, and paginated get_album_images.
- Distinct sidebar "ALBUMS" section with cover thumbnails, create/rename/
delete, and a Manage multi-select mode for bulk album deletion.
- Album view reuses the gallery grid (activeView "album" + selectedAlbumId);
spans folders; add from the bulk bar or the lightbox, remove from within.
Gallery multi-select + bulk actions:
- gallerySelectedIds selection model with a top-left corner checkbox that
reveals on corner hover; click-to-toggle in selection mode, double-click
to open.
- Floating BulkActionBar: tag (inline autocomplete popover), rating,
favorite, add-to-album, and a delete with an explicit "from disk"
confirmation. Batch commands bulk_update_details/bulk_add_tags/
bulk_remove_tag.
Also:
- Duplicate Finder delete now requires confirmation with clear "from disk"
wording (was single-click fire-and-forget).
- CPU/CUDA build-variant badge in Settings (get_build_variant).
- Rating/favorite no longer re-sorts derived collections (similar/region/
semantic/tag/album results); single and bulk paths replace in place there.
- Album-aware indexed-images/media-updated handlers so thumbnails paint and
newly-indexed files don't leak into an album view.
- CHANGELOG updated.
Post-update UX for the next release (0.1.2):
- What's New: after a version change, greet the user with a toast that opens
an in-app release-notes screen (collapsible Added/Changed/Fixed sections)
sourced from the bundled CHANGELOG.md, reopenable from Settings -> Updates.
Backed by a last_seen_version settings file (get/set_last_seen_version
commands) that distinguishes upgrades from fresh installs.
- Updater: the download/install progress toast now reappears when an update is
started from the title-bar indicator or Settings after the prompt was
dismissed; Settings -> Updates gains a real progress bar with a percentage.
- Light theme: fix the recurring subtle-light breakage. Neutral surfaces now
rely on the CSS-variable remap instead of light-theme:bg-white (which forced
surfaces dark because --color-white is remapped dark); the green action
buttons drop the broken light-theme:hover:bg-emerald-200 (remapped dark,
unreadable on hover) for an override-free emerald-500 tint that auto-themes,
across the updater, What's New, and onboarding.
- Debug panel: add What's New triggers (toast / modal / reset).
Bump version to 0.1.1 (package.json, Cargo.toml, Cargo.lock), date the
changelog section (2026-06-23), and add the GitHub release-notes draft.
QoL release on top of 0.1.0: custom multi-folder picker, theme system,
timeline scrubber, folder reordering, gallery/duplicate-finder
virtualisation, video playback settings, rebuild-semantic-index action,
plus AVIF thumbnail, video-embedding, and Subtle Light theme fixes.
- new StepUpdates: explains the title-bar update indicator with a mini
app-window mockup, and introduces the aperture mark as the app's identity
- move the tour-closing copy off the AI features step onto this final step
- changelog: note the title-bar update indicator + one-click install, and the
new onboarding step
Phase 6 release collateral:
- README: Installation (unsigned-build/SmartScreen note, requirements,
first-run downloads) and Privacy & local-first sections
- CHANGELOG.md seeded with the 0.1.0 feature set
- docs/release-notes-0.1.0.md draft for the GitHub Release body
Also corrects the CLIP model download size from ~330 MB to ~580 MB (the
actual model.safetensors is 577 MB) across the docs and the onboarding UI.
LyAhn