* virtualize event segments
* use virtual segments in event review timeline
* add segmentkey to props
* virtualize motion segments
* use virtual segments in motion review timeline
* update draggable element hook to use only math
* timeline zooming hook
* add zooming to event review timeline
* update playground
* zoomable timeline on recording view
* consolidate divs in summary timeline
* only calculate motion data for visible motion segments
* use swr loading state
* fix motion only
* keep handlebar centered when zooming
* zoom animations
* clean up
* ensure motion only checks both halves of segment
* prevent handlebar jump when using motion only mode
* Get stats for embeddings inferences
* cleanup embeddings inferences
* Enable UI for feature metrics
* Change threshold
* Fix check
* Update python for actions
* Set python version
* Ignore type for now
* Support downloading face models
* Handle download and loading correctly
* Add face dir creation
* Fix error
* Fix
* Formatting
* Move upload to button
* Show number of faces in library for each name
* Add text color for score
* Cleanup
* Validate faces using cosine distance and SVC
* Formatting
* Use opencv instead of face embedding
* Update docs for training data
* Adjust to score system
* Set bounds
* remove face embeddings
* Update writing images
* Add face library page
* Add ability to select file
* Install opencv deps
* Cleanup
* Use different deps
* Move deps
* Cleanup
* Only show face library for desktop
* Implement deleting
* Add ability to upload image
* Add support for uploading images
* Remove extra spacing for next/prev carousel buttons
* Clarify ollama genai docs
* Clean up copied gpu info output
* Clean up copied gpu info output
* Better display when manually copying/pasting log data
* Updated documentation for the review endpoint
* Updated documentation for the review/summary endpoint
* Updated documentation for the review/summary endpoint
* Documentation for the review activity audio and motion endpoints
* Added responses for more review.py endpoints
* Added responses for more review.py endpoints
* Fixed review.py responses and proper path parameter names
* Added body model for /reviews/viewed and /reviews/delete
* Updated OpenAPI specification for the review controller endpoints
* Run ruff format frigate
* Drop significant_motion
* Updated frigate-api.yaml
* Deleted total_motion
* Combine 2 models into generic
* backend score filtering and sorting
* score filter frontend
* use input for score filtering
* use correct score on search thumbnail
* add popover to explain top_score
* revert sublabel score calc
* update filters logic
* fix rounding on score
* wait until default view is loaded
* don't turn button to selected style for similarity searches
* clarify language
* fix alert dialog buttons to use correct destructive variant
* use root level top_score for very old events
* better arrangement of thumbnail footer items on smaller screens
* Add time ago to explore summary view on desktop
* add search settings for columns and default view selection
* add descriptions
* clarify wording
* padding tweak
* padding tweaks for mobile
* fix size of activity indicator
* smaller
* Handle Frigate+ submitted case
* Add search settings and rename general to ui settings
* Add platform aware sheet component
* use two columns on mobile view
* Add cameras page to more filters
* clean up search settings view
* Add time range to side filter
* better match with ui settings
* fix icon size
* use two columns on mobile view
* clean up search settings view
* Add zones and saving logic
* Add all filters to side panel
* better match with ui settings
* fix icon size
* Fix mobile fitler page
* Fix embeddings access
* Cleanup
* Fix scroll
* fix double scrollbars and add separators on mobile too
* two columns on mobile
* italics for emphasis
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Publish model state and embeddings reindex in dispatcher onConnect
* remove unneeded from explore
* add embeddings reindex progress to statusbar
* don't allow right click or show similar button if semantic search is disabled
* fix status bar
* Use cosine distance metric for vec tables
* Only apply normalization to multi modal searches
* Catch possible edge case in stddev calc
* Use sigmoid function for normalization for multi modal searches only
* Ensure we get model state on initial page load
* Only save stats for multi modal searches and only use cosine similarity for image -> image search
* Add config option to select fp16 or quantized jina vision model
* requires_fp16 for text and large models only
* fix model type check
* fix cpu
* pass model size
* refactor dispatcher
* add reindex to dictionary
* add circular progress bar component
* Add progress to UI when embeddings are reindexing
* readd comments to dispatcher for clarity
* Only report progress every 10 events so we don't spam the logs and websocket
* clean up
* add generic onnx model class and use jina ai clip models for all embeddings
* fix merge confligt
* add generic onnx model class and use jina ai clip models for all embeddings
* fix merge confligt
* preferred providers
* fix paths
* disable download progress bar
* remove logging of path
* drop and recreate tables on reindex
* use cache paths
* fix model name
* use trust remote code per transformers docs
* ensure tokenizer and feature extractor are correctly loaded
* revert
* manually download and cache feature extractor config
* remove unneeded
* remove old clip and minilm code
* docs update
* swap sqlite_vec for chroma in requirements
* load sqlite_vec in embeddings manager
* remove chroma and revamp Embeddings class for sqlite_vec
* manual minilm onnx inference
* remove chroma in clip model
* migrate api from chroma to sqlite_vec
* migrate event cleanup from chroma to sqlite_vec
* migrate embedding maintainer from chroma to sqlite_vec
* genai description for sqlite_vec
* load sqlite_vec in main thread db
* extend the SqliteQueueDatabase class and use peewee db.execute_sql
* search with Event type for similarity
* fix similarity search
* install and add comment about transformers
* fix normalization
* add id filter
* clean up
* clean up
* fully remove chroma and add transformers env var
* readd uvicorn for fastapi
* readd tokenizer parallelism env var
* remove chroma from docs
* remove chroma from UI
* try removing custom pysqlite3 build
* hard code limit
* optimize queries
* revert explore query
* fix query
* keep building pysqlite3
* single pass fetch and process
* remove unnecessary re-embed
* update deps
* move SqliteVecQueueDatabase to db directory
* make search thumbnail take up full size of results box
* improve typing
* improve model downloading and add status screen
* daemon downloading thread
* catch case when semantic search is disabled
* fix typing
* build sqlite_vec from source
* resolve conflict
* file permissions
* try build deps
* remove sources
* sources
* fix thread start
* include git in build
* reorder embeddings after detectors are started
* build with sqlite amalgamation
* non-platform specific
* use wget instead of curl
* remove unzip -d
* remove sqlite_vec from requirements and load the compiled version
* fix build
* avoid race in db connection
* add scale_factor and bias to description zscore normalization
* Portal tooltips
* Add ability to time_range filter chroma searches
* centering and padding consistency
* add event id back to chroma metadata
* query sqlite first and pass those ids to chroma for embeddings search
* ensure we pass timezone to the api call
* remove object lifecycle from search details for non-object events
* simplify hour calculation
* fix query without filters
* bump chroma version
* chroma 0.5.7
* fix selecting camera group in cameras filter button
* Add ability to filter by time range
* Cleanup
* Handle input with tags
* fix input for time_range filter
* fix before and after filters
* clean up
* Ensure the default value works as expected
* Handle time range in am/pm based on browser
* Fix arrow
* Fix text
* Handle midnight case
* fix width
* Fix bg
* Fix bg
* Fix mobile spacing
* y spacing
* remove left padding
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
