The visual k-means cluster feature was confusingly named tag_cloud / tagCloud /
TagCloud across the whole stack, while the actual tag list is explore_tags — the
two were trivially easy to mix up (and did cause confusion). Rename the cluster
side to visual_cluster / visualCluster / VisualCluster everywhere: command
get_tag_cloud -> get_visual_clusters (+ lib.rs registration and the invoke
string), VisualClusterEntry, the store fields/actions/tokens, and the mock
backend. Old names are retired rather than reused, so any missed reference fails
loudly instead of silently resolving to the wrong concept.
The tags side keeps its accurate explore_tags naming, and the user-facing
"Tag Cloud" UI label is unchanged.
Also rename the SQLite tag_cloud_cache table -> visual_cluster_cache (the old
table is dropped during schema setup — it is a disposable cache already
invalidated by the clustering version bump) and the TagCloud.tsx component file
-> ExploreView.tsx, since it is the Explore container hosting both the cluster
and tag views.
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.
Two targeted fixes:
- Tag Cloud atlas SVG radial gradient now switches its inner stop from white
to a warm dark tone (rgba 60 50 30) when the Subtle Light theme is active,
matching the explore-tag hover glow style used elsewhere in light mode.
- Switching the AI Workspace tagging queue scope to "Selected Folders" no
longer auto-selects the first folder in the list; the selection now starts
empty so the user can choose exactly which folders to target.
Replaces the flat TagManageRow list with a virtualized grid of
TagManageTile cards using @tanstack/react-virtual and dynamic measured
heights (46px idle, 82px when editing/confirming). Adds a filter input
and a sort dropdown (most-used / least-used / A-Z / Z-A). renameTag and
deleteTag no longer clear exploreTagEntries on invalidation so the
manager keeps its filter/sort state during the background refresh.
Light-theme overrides cover all new tag-manager class names.
Tooltip now portals cursor-anchored variants into document.body via a
`mounted` guard, preventing transformed parents and scroll-container
overflow from distorting coordinates. New `anchorToCursor` prop locks
position at hover entry without tracking; `followCursor` retains the
spring-animated tracking behaviour. Color swatches (ColorFilter),
timeline scrubber dots/labels (Timeline), and toolbar dropdowns (Toolbar)
are updated to use the appropriate cursor mode. Toolbar z-index bumped
z-20→z-40 (dropdowns z-30→z-50) to layer above portaled content; tag
autocomplete result guard added (Array.isArray).
Worker pause states can optionally survive app restarts. A new toggle in
Settings saves the current pause map to settings/worker_pauses.json; on
startup lib.rs restores it before workers are spawned. Backend: new
snapshot/replace helpers in indexer.rs, persist functions in commands.rs
(get/set_worker_pauses_persist). Frontend: workerPausesPersist store
field, load/setWorkerPausesPersist actions, toggle in SettingsModal.
Hovering a tag in Explore now loads and displays co-occurring tags as a
weighted cloud. New `get_related_tags` SQL self-join (db.rs/commands.rs),
`loadRelatedTags` store action with per-folder keyed cache, and TagCloud
atlas UI with ResizeObserver-driven layout and RAF animation. Explore tag
limit raised to 180; tag cloud auto-refreshes 700ms after new AI tagging
completes.
Adds a "Tagging model" control to Settings → AI Workspace that calls
get/set_tagger_model, alongside the existing acceleration/threshold/batch
controls. Switching refreshes the model status so the download/ready row and
the model name/description reflect the selected model, and the threshold hint
shows the model-appropriate default (0.4 for JoyTag, 0.35 for WD).
Frontend only; mirrors the existing acceleration toggle pattern. End-to-end
JoyTag tagging still needs the model files on disk to verify.
Add a dev-only Vite UI mode with Tauri API mocks, in-memory fixture scenarios, reusable media source handling, and documentation for browser-based visual testing.
Security / robustness / a11y polish on top of the color-search + tooltips work:
- URL opening: route through validated backend commands (open_map_location
with lat/lon bounds-checking, open_changelog_url with a fixed URL) instead
of the frontend opener:allow-open-url capability, which is now removed.
- EXIF GPS parsing: validate coordinate ranges and require the correct
N/S/E/W hemisphere ref byte, then clamp.
- Guard double-submit on album create / add-to-album (Lightbox, BulkActionBar,
Sidebar) and discard stale autocomplete responses in the bulk tag editor.
- Gallery tile: stop nesting <button>s — non-interactive tile div with an
overlay button for open/toggle; checkbox and Similar promoted with z-index
+ focus rings.
- Accessibility: keyboard handlers, focus-visible rings, and aria on album
rows, tag-manage actions, and tile controls; Tooltip uses a block <div>
wrapper in block mode and aria-hidden when hidden.
- Show the destination URL in a tooltip on the "Full changelog" link so the
user can see where it goes before clicking.
- Toolbar "All" filter also clears the color filter; color-filtered views no
longer get unfiltered newly-indexed images injected.
- Sidebar reorder: bail if the album set changed mid-drag.
- Tooling: add cargo fmt scripts; alphabetize package.json scripts.
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).
- Fix chevron tooltip: was "Open folder" in both branches; now shows
"No subfolders" when the entry has no children (consistent with the
existing opacity-45 visual cue on the same chevron icon)
- Fix Unix breadcrumb root label: was always "Home" even for non-home
paths like /mnt/data — now labelled "/" which is always accurate
- Fix partial-failure staging: on a mixed add result, successfully-added
entries are now removed from the staging panel so only genuinely failed
folders remain for the user to retry (index-pairing is safe because the
backend returns results in input order via a preserved .map())
Replace native add-folder dialogs with an in-app folder picker that supports collecting folders from multiple locations before adding them together.
Add backend directory listing and batch add commands with duplicate skipping, plus store actions and a themed picker UI with a dedicated folders-to-add panel.
Drops and recreates the sqlite-vec tables at the current model dimension, then
re-queues every image for embedding. Fixes "dimension mismatch" search errors
that occur when the vector table was built for a different model/dimension (e.g.
after experimenting with 768-dim models against this 512-dim build).
The rebuild runs under the embedding worker's DB write lock and resets the job
queue inside a single transaction, so it can't interleave with an in-flight
embedding batch (per code review).
Reorder the Settings sections so General is the top and default section instead
of AI Workspace. Add two persisted settings under a new "Video playback" group:
- Autoplay in lightbox (default on)
- Start muted (default off)
VideoPlayer reads these when a video opens — autoplaying only when enabled and
starting muted when enabled, otherwise falling back to the session's last-used
mute state. Settings apply to the next opened video, not the current one.
The duplicate view rendered every group and every thumbnail at once — a 5,000-pair
result mounted ~10K <img> elements, making scroll lag heavily (same class of bug
as the old per-month Timeline). Virtualize the group list so only on-screen cards
mount; heights are measured dynamically since each group wraps a variable number
of copies.
Holding Up/Down on a folder's drag handle fired a reorder_folders DB write per
keystroke. Update the local order immediately for responsiveness, but debounce
the persist (400ms) with cleanup on unmount.
In subtle-light, the lightbox dragged its whole surface (including the metadata
panel) dark via media-dark-surface, while conventional-dark themed the panel
normally. Scope the dark surface to the media canvas and re-light the panel by
remapping --color-* variables on a .lightbox-panel wrapper (Tailwind v4 resolves
every colour utility through these vars, so this re-themes the subtree —
including accents — with no !important). Mark gallery/duplicate media tiles as
media-dark-surface so their on-image overlays stay light-on-dark, and theme the
window restore icon via var(--color-gray-950) instead of a hardcoded hex.
Each month was a single virtual item that rendered all of its tiles, so
scrolling into a busy month mounted thousands of ImageTiles at once. Flatten
months into a fixed-height row list (header rows + tile rows of `cols` images),
mirroring the Gallery grid, so only on-screen rows render and thumbnails stream
in as you scroll. Active-month tracking and scrubber jump-to-month are remapped
to the flat row model.
Add a failed-tag discovery flow for background worker failures.
Changes:
- Add a Failed Tags toolbar filter that appears when tag failures exist.
- Add Locate buttons for failed tag tasks in the background worker prompt.
- Route Locate to the affected folder and filter the gallery to images with tagger errors.
- Fetch and display failed tag filenames/errors in the expanded worker details.
- Add a backend query and gallery filter flag for images with failed AI tagging.
- Improve subtle-light contrast for failed worker chips, filenames, and Locate/Retry buttons.
- Also slightly increases the title bar update indicator pulse size for better visibility.
Make the onboarding tour theme-aware across the app themes, add the first-run theme picker, and keep fake media previews on the dark media surface. Update light-mode secondary controls in onboarding, settings, dropdowns, toolbar controls, and duplicate actions so they no longer render as dark buttons on subtle-light.
Timeline:
- Add a right-edge scrubber (year labels + month dots) that jumps to any
period; runs in the same direction as the scrolled content
- Load the full filtered set in Timeline view so the scrubber spans the whole
library instead of just the first page
Gallery & UI:
- Virtualise the gallery grid
- Folder reordering in the sidebar (drag + persisted sort_order) and a themed
dropdown component
- Subtle Light theme contrast fixes for toggles, secondary buttons and the
update toast
Embedding workers now defer video jobs without a thumbnail at claim time and
requeue any previously-failed deferred jobs on startup, so videos no longer
churn through failed embeddings.
QoL polish across BackgroundTasks, DuplicateFinder, Lightbox and VideoPlayer.
- 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
- light up the Phokus iris's focal point (pulsing amber) in the titlebar when
an update is pending; click goes straight to install, with a fast custom
tooltip (native title delay was too slow)
- PhokusMark gains an optional dotClassName to render the central focal point
- DemoPanel: inject every updater state (available/downloading/installing/
error/up-to-date), which is otherwise unreachable without a remote latest.json
- regenerate src-tauri/icons from the new branding/phokus-aperture.svg master
- add reusable PhokusMark component (inline SVG, inherits currentColor)
- use it for the titlebar app mark, retiring the placeholder
The background-worker pipeline drains in under a second on a fast machine,
making it impossible to screenshot live. This adds a dev-only panel
(Ctrl+Shift+D) that injects a frozen mid-pipeline state into mediaJobProgress
so the worker bar can be captured at leisure, then cleared. Gated by
import.meta.env.DEV and verified absent from the production bundle, so it
never ships. A first rough cut of the broader screenshot/demo mode.
Switching search modes briefly showed the next demo's result images because
the results container stayed mounted and faded its opacity down from the
previous demo's visible state. Key it by demoIndex so it remounts fresh at
opacity-0 and only fades in once the new query finishes typing.
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.
The onboarding tour tells users they can right-click a folder to pause its
background work, but only the per-worker buttons in the BackgroundTasks bar
existed. Add a 'Pause/Resume background work' context-menu item that toggles
all four workers (thumbnail/metadata/embedding/tagging) for the folder.
To keep the bar and the menu in sync, worker-pause state moves from
BackgroundTasks' local state into the store (the canonical owner of app
state), so pausing from either surface reflects in both. Reuses the existing
set_worker_paused / get_worker_states commands; no backend change.
Replace the two near-identical pale ocean sunsets with three distinct
'golden sunset over water' stills — a vivid coastal sunset, a soft golden
ocean, and a golden alpine lake — so the /s demo shows a convincing,
varied result set. Drops the redundant sunset2 asset.
- search demo results were greyed-but-visible while the query was still
typing, as if the app pre-knew the search; they're now invisible (space
reserved, no layout jump) and fade in only once typing completes
- gallery preview dropped from 3 rows to 2 so the 'Click any tile' explainer
text is visible without scrolling
Two refinements from testing:
- the gallery-reveal, pipeline-drain, and search-typing animations looped
forever; they now play once and stop, with a Replay button to re-run
- the search demo's result tiles didn't match the queries. Now: a filename
search returns one exact file, '/s golden sunset over water' shows only
ocean-sunset stills (added a second), and '/t landscape' shows the three
actual landscapes (valleys + alpine lake), not a foggy forest
The 1.3 GB model.onnx downloaded via hf-hub's repo.get() and the ONNX
runtime DLLs via a read_to_end — neither reported bytes, so the user saw
only an indeterminate spinner on a multi-minute download.
- tagger model files now download via repo.download_with_progress with a
HubProgress adapter over hf-hub's Progress trait (throttled 200ms events
carrying downloaded/total bytes)
- captioner's nuget DLL download streams in 64 KB chunks, parsing
content-length, and reports per-chunk byte progress
- TaggerModelProgress carries downloaded_bytes/total_bytes; onboarding and
Settings show a determinate bar plus 'X MB / Y MB' for the current file
Swap the fake gallery tiles' gradient stand-ins for 13 rights-clean
generated WebP stills (512px, ~25 KB each). Search demo now returns
thematically matched results — beach/dunes for the filename query, sunset
and water for /s, landscapes for /t — so the show-don't-tell steps look
like a real library. tileGradient retained for the abstract Explore and
Timeline mini-previews.
On a clean install the WD tagger download failed instantly: only the
(UI-removed) caption model prep ever downloaded the shared ONNX Runtime
DLLs, while ensure_onnx_runtime — despite its comment — only initializes
and errors when the DLL is absent. Worse, the OnceLock cached that error
for the whole session, and the onboarding step swallowed the message.
- new captioner::provision_onnx_runtime downloads missing DLLs; tagger
prep calls it before init
- ensure_onnx_runtime no longer caches failure (Mutex<bool>, success-only
latch) so a later download can recover in-session
- onboarding AI step now displays taggerModelError
Semantic search is part of the standard pipeline (CLIP auto-downloads on
first embedding batch), not opt-in — only AI tagging is. Reword the step
so 'optional' applies to what is actually optional. A true embedding
opt-out toggle is tracked as a follow-up.
Phase 5 of the 0.1.0 release prep:
- FFmpeg no longer blocks startup (or crashes the app offline): provisioning
runs in a background thread emitting throttled ffmpeg-progress events,
with installed/downloading/failed state queryable via get_ffmpeg_status
and a retry command
- video jobs are invisible to claiming and tier-priority checks until FFmpeg
is ready, so they wait as pending without failing — and without starving
image embeddings/tagging (include_videos gating in db.rs)
- 7-step show-don't-tell onboarding wizard: welcome + live FFmpeg progress,
real first-folder picker, faked animating pipeline bar, placeholder
gallery tiles, cycling search-syntax demo, views overview, and an AI
features step with a real opt-in tagger download
- skippable at every point (Escape included), persisted via
settings/onboarding_completed.txt, re-runnable from Settings > General,
which also gains an FFmpeg status/retry row
Phase 3 of the 0.1.0 release prep:
- tauri-plugin-updater + tauri-plugin-process wired into the builder, with
updater:default / process:allow-restart capabilities
- bundle.createUpdaterArtifacts: true; endpoint points at the GitHub
releases latest.json, pubkey baked into tauri.conf.json
- store: update status state machine (check / download progress / install)
with a quiet launch check (prod only) that stays silent on network errors
- UI: dismissible update toast with download progress, plus an Updates group
in Settings > General showing current version and manual check/install
LyAhn