* Support GenAI for embeddings
* Add embed API support
* Add support for embedding via genai
* Basic docs
* undo
* Fix sending images
* Don't require download check
* Set model
* Handle emb correctly
* Clarification
* Cleanup
* Cleanup
* GenAI client manager
* Add config migration
* Convert to roles list
* Support getting client via manager
* Cleanup
* Fix import issues
* Set model in llama.cpp config
* Clenaup
* Use config update
* Clenaup
* Add new title and desc
* Add rockchip temps
* Add support for GPU and NPU temperatures in the frontend
* Add support for Nvidia temperature
* Improve separation
* Adjust graph scaling
* Add Hailo temperature retrieval
* Refactor `get_hailo_temps()` to use ctxmanager
* Show Hailo temps in system UI
* Move hailo_platform import to get_hailo_temps
* Refactor temperatures calculations to use within detector block
* Adjust webUI to handle new location
---------
Co-authored-by: tigattack <10629864+tigattack@users.noreply.github.com>
* Refactor export cards to match existing cards in other UI pages
* Show cases separately from exports
* Add proper filtering and display of cases
* Add ability to edit and select cases for exports
* Cleanup typing
* Hide if no unassigned
* Cleanup hiding logic
* fix scrolling
* Improve layout
* Update version
* Create scaffolding for case management (#21293)
* implement case management for export apis (#21295)
* refactor vainfo to search for first GPU (#21296)
use existing LibvaGpuSelector to pick appropritate libva device
* Case management UI (#21299)
* Refactor export cards to match existing cards in other UI pages
* Show cases separately from exports
* Add proper filtering and display of cases
* Add ability to edit and select cases for exports
* Cleanup typing
* Hide if no unassigned
* Cleanup hiding logic
* fix scrolling
* Improve layout
* Camera connection quality indicator (#21297)
* add camera connection quality metrics and indicator
* formatting
* move stall calcs to watchdog
* clean up
* change watchdog to 1s and separately track time for ffmpeg retry_interval
* implement status caching to reduce message volume
* Export filter UI (#21322)
* Get started on export filters
* implement basic filter
* Implement filtering and adjust api
* Improve filter handling
* Improve navigation
* Cleanup
* handle scrolling
* Refactor temperature reporting for detectors and implement Hailo temp reading (#21395)
* Add Hailo temperature retrieval
* Refactor `get_hailo_temps()` to use ctxmanager
* Show Hailo temps in system UI
* Move hailo_platform import to get_hailo_temps
* Refactor temperatures calculations to use within detector block
* Adjust webUI to handle new location
---------
Co-authored-by: tigattack <10629864+tigattack@users.noreply.github.com>
* Camera-specific hwaccel settings for timelapse exports (correct base) (#21386)
* added hwaccel_args to camera.record.export config struct
* populate camera.record.export.hwaccel_args with a cascade up to camera then global if 'auto'
* use new hwaccel args in export
* added documentation for camera-specific hwaccel export
* fix c/p error
* missed an import
* fleshed out the docs and comments a bit
* ruff lint
* separated out the tips in the doc
* fix documentation
* fix and simplify reference config doc
* Add support for GPU and NPU temperatures (#21495)
* Add rockchip temps
* Add support for GPU and NPU temperatures in the frontend
* Add support for Nvidia temperature
* Improve separation
* Adjust graph scaling
* Exports Improvements (#21521)
* Add images to case folder view
* Add ability to select case in export dialog
* Add to mobile review too
* Add API to handle deleting recordings (#21520)
* Add recording delete API
* Re-organize recordings apis
* Fix import
* Consolidate query types
* Add media sync API endpoint (#21526)
* add media cleanup functions
* add endpoint
* remove scheduled sync recordings from cleanup
* move to utils dir
* tweak import
* remove sync_recordings and add config migrator
* remove sync_recordings
* docs
* remove key
* clean up docs
* docs fix
* docs tweak
* Media sync API refactor and UI (#21542)
* generic job infrastructure
* types and dispatcher changes for jobs
* save data in memory only for completed jobs
* implement media sync job and endpoints
* change logs to debug
* websocket hook and types
* frontend
* i18n
* docs tweaks
* endpoint descriptions
* tweak docs
* use same logging pattern in sync_recordings as the other sync functions (#21625)
* Fix incorrect counting in sync_recordings (#21626)
* Update go2rtc to v1.9.13 (#21648)
Co-authored-by: Eugeny Tulupov <eugeny.tulupov@spirent.com>
* Refactor Time-Lapse Export (#21668)
* refactor time lapse creation to be a separate API call with ability to pass arbitrary ffmpeg args
* Add CPU fallback
* Optimize empty directory cleanup for recordings (#21695)
The previous empty directory cleanup did a full recursive directory
walk, which can be extremely slow. This new implementation only removes
directories which have a chance of being empty due to a recent file
deletion.
* Implement llama.cpp GenAI Provider (#21690)
* Implement llama.cpp GenAI Provider
* Add docs
* Update links
* Fix broken mqtt links
* Fix more broken anchors
* Remove parents in remove_empty_directories (#21726)
The original implementation did a full directory tree walk to find and remove
empty directories, so this implementation should remove the parents as well,
like the original did.
* Implement LLM Chat API with tool calling support (#21731)
* Implement initial tools definiton APIs
* Add initial chat completion API with tool support
* Implement other providers
* Cleanup
* Offline preview image (#21752)
* use latest preview frame for latest image when camera is offline
* remove frame extraction logic
* tests
* frontend
* add description to api endpoint
* Update to ROCm 7.2.0 (#21753)
* Update to ROCm 7.2.0
* ROCm now works properly with JinaV1
* Arcface has compilation error
* Add live context tool to LLM (#21754)
* Add live context tool
* Improve handling of images in request
* Improve prompt caching
* Add networking options for configuring listening ports (#21779)
* feat: add X-Frame-Time when returning snapshot (#21932)
Co-authored-by: Florent MORICONI <170678386+fmcloudconsulting@users.noreply.github.com>
* Improve jsmpeg player websocket handling (#21943)
* improve jsmpeg player websocket handling
prevent websocket console messages from appearing when player is destroyed
* reformat files after ruff upgrade
* Allow API Events to be Detections or Alerts, depending on the Event Label (#21923)
* - API created events will be alerts OR detections, depending on the event label, defaulting to alerts
- Indefinite API events will extend the recording segment until those events are ended
- API event start time is the actual start time, instead of having a pre-buffer of record.event_pre_capture
* Instead of checking for indefinite events on a camera before deciding if we should end the segment, only update last_detection_time and last_alert_time if frame_time is greater, which should have the same effect
* Add the ability to set a pre_capture number of seconds when creating a manual event via the API. Default behavior unchanged
* Remove unnecessary _publish_segment_start() call
* Formatting
* handle last_alert_time or last_detection_time being None when checking them against the frame_time
* comment manual_info["label"].split(": ")[0] for clarity
* ffmpeg Preview Segment Optimization for "high" and "very_high" (#21996)
* Introduce qmax parameter for ffmpeg preview encoding
Added PREVIEW_QMAX_PARAM to control ffmpeg encoding quality.
* formatting
* Fix spacing in qmax parameters for preview quality
* Adapt to new Gemini format
* Fix frame time access
* Remove exceptions
* Cleanup
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
Co-authored-by: tigattack <10629864+tigattack@users.noreply.github.com>
Co-authored-by: Andrew Roberts <adroberts@gmail.com>
Co-authored-by: Eugeny Tulupov <zhekka3@gmail.com>
Co-authored-by: Eugeny Tulupov <eugeny.tulupov@spirent.com>
Co-authored-by: John Shaw <1753078+johnshaw@users.noreply.github.com>
Co-authored-by: Eric Work <work.eric@gmail.com>
Co-authored-by: FL42 <46161216+fl42@users.noreply.github.com>
Co-authored-by: Florent MORICONI <170678386+fmcloudconsulting@users.noreply.github.com>
Co-authored-by: nulledy <254504350+nulledy@users.noreply.github.com>
* Adjust title prompt to have less rigidity
* Improve motion boxes handling for features that don't require motion
* Improve handling of classes starting with digits
* Improve vehicle nuance
* tweak lpr docs
* Improve grammar
* Don't allow # in face name
* add password requirements to new user dialog
* change password requirements
* Clenaup
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Fix jetson stats reading
* Return result
* Avoid unknown class for cover image
* fix double encoding of passwords in camera wizard
* formatting
* empty homekit config fixes
* add locks to jina v1 embeddings
protect tokenizer and feature extractor in jina_v1_embedding with per-instance thread lock to avoid the "Already borrowed" RuntimeError during concurrent tokenization
* Capitalize correctly
* replace deprecated google-generativeai with google-genai
update gemini genai provider with new calls from SDK
provider_options specifies any http options
suppress unneeded info logging
* fix attribute area on detail stream hover
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Strip model name before training
* Handle options file for go2rtc option
* Make reviewed optional and add null to API call
* Send reviewed for dashboard
* Allow setting context size for openai compatible endpoints
* push empty go2rtc config to avoid homekit error in log
* Add option to set runtime options for LLM providers
* Docs
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Correctly set query padding
* Adjust AMD headers and add community badge
* Simplify getting started guide for camera wizard
* add optimizing performance guide
* tweaks
* fix character issue
* fix more characters
* fix links
* fix more links
* Refactor new docs
* Add import
* Fix link
* Don't list hardware
* Reduce redundancy in titles
* Add note about Intel NPU and addon
* Fix ability to specify if card is using heading
* improve display of area percentage
* fix text color on genai summary chip
* fix indentation in genai docs
* Adjust default config model to align with recommended
* add correct genai key
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Use thread lock for JinaV2 call as it sets multiple internal fields while being called
* fix audio label translation in explore filter
* Show event in all cases, even without non-none match
* improve i18n key fallback when translation files aren't loaded
just display a valid time now instead of "invalid time"
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Add shortSummary field to review summary to be used for notifications
* pull in current config version into default config
* fix crash when dynamically adding cameras
depending on where we are in the update loop, camera configs might not be updated yet and we are receiving detections already
* add no tracked objects and icon to explore summary view
* reset add camera wizard when closing and saving
* don't flash no exports icon while loading
* Improve handling of homekit config
* Increase prompt tokens reservation
* Adjust
* Catch event not found object detection
* Use thread lock for JinaV2 in onnxruntime
* remove incorrect embeddings process from memray docs
* only show transcribe button if audio event has video
* apply aspect ratio and margin constraints to path overlay in detail stream on mobile
improves a specific case where the overlay was not aligned with 4:3 cameras on mobile phones
* show metadata title as tooltip on icon hover in detail stream
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Send preferred language for report service
* make object lifecycle scrollable in tracking details
* fix info popovers in live camera drawer
* ensure metrics are initialized if genai is enabled
* docs
* ollama cloud model docs
* Ensure object descriptions get claened up
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Fix genai callbacks in MQTT
* Cleanup cursor pointer for classification cards
* Cleanup
* Handle unknown SOCs for RKNN converter by only using known SOCs
* don't allow "none" as a classification class name
* change internal port user to admin and default unspecified username to viewer
* keep 5000 as anonymous user
* suppress tensorflow logging during classification training
* Always apply base log level suppressions for noisy third-party libraries even if no specific logConfig is provided
* remove decorator and specifically suppress TFLite delegate creation messages
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Improve handling of backchannel audio in camera wizard
* Cleanup
* look for backchannel on all registered streams on save
avoids potential issues with a timeout in stream registration
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Fix saving zone friendly name when it wasn't set
* Fix UTF-8 handling for Onvif
* Don't remove none directory for classes
* Lookup all event IDs for review item immediately
* Cleanup typing
* Only fetch events when review group is open
* Cleanup
* disable debug paths switch for autotracking cameras
* fix clickable birdseye
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Remove source_type from API
* Don't require state classification models to select all classes
* Specifically validate provided end_time for manual events
* Remove yolov9 specification for warning
* Remove warning for coral
* clarify zone name tip
* clarify replace rules in lpr docs
* remove periods
* Add explanation for review report
* adjust HLS gap controller params
defaults to false, should help to recover from hangs and stalling in tracking details videos on chrome
* only redirect to login page once on 401
attempt to fix ios pwa safari redirect storm
* Use contextual information from other cameras to inform report summary
* Formatting and prompt improvements for review summary report
* More improvements to prompt
* Remove examples
* Don't show admin action buttons on export card
* fix redirect race condition
Coordinate 401 redirect logic between ApiProvider and ProtectedRoute using a shared flag to prevent multiple simultaneous redirects that caused UI flashing. Ensure both auth error paths check and set the redirect flag before navigating to login, eliminating race conditions where both mechanisms could trigger at once
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Implement renaming in model editing dialog
* add transcription faq
* remove incorrect constraint for viewer as username
should be able to change anyone's role other than admin
* Don't save redundant state changes
* prevent crash when a camera doesn't support onvif imaging service required for focus support
* Fine tune behavior
* Stop redundant go2rtc stream metadata requests and defer audio information to allow bandwidth for image requests
* Improve cleanup logic for capture process
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Fix history management failing when updating URL
* Handle case where user doesn't have images that represent all states
If a user selects all imags and can't proceed we show a warning that they can still proceed but the model won't be trained until they get at least one image for every state.
* Still create all classes
We stil need to create all classes even if the user didn't assign images to them.
* fix camera group access for non admin users
changes from previous PR wrongly included users from the standard viewer role (but excluded custom viewer roles)
* Adjust threat level interaction to be less strict
* use base path when fetching go2rtc data
* show config error message when starting in safe mode
* fix genai migration
* fix genai
* Fix genai migration
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Don't add to history when opening search dialog
* Update caniuse
* Revamp the history handling for dialog components
* clarify audio transcription docs
* Use titlecase helper
* Allow running object clasasification on stationary objects
* small spacing tweaks for tablets
* require admin role to delete users
* explicitly prevent deletion of admin user
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Include DB in safe mode config
Copy DB when going into safe mode to avoid creating a new one if a user has configured a separate location
* Fix documentation for example log module
* Set minimum duration for recording segments
Due to the inpoint logic, some recordings would get clipped on the end of the segment with a non-zero duration but not enough duration to include a frame. 100 ms is a safe value for any video that is 10fps or higher to have a frame
* Add docs to explain object assignment for classification
* Add warning for Intel GPU stats bug
Add warning with explanation on GPU stats page when all Intel GPU values are 0
* Update docs with creation instructions
* reset loading state when moving through events in tracking details
* disable pip on preview players
* Improve HLS handling for startPosition
The startPosition was incorrectly calculated assuming continuous recordings, when it needs to consider only some segments exist. This extracts that logic to a utility so all can use it.
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Fix filtering for classification
* Adjust prompt to account for response tokens
* Correctly return response for reprocess
* Use API response to update data instead of trying to re-parse all of the values
* Implement rename class api
* Fix model deletion / rename dialog
* Remove camera spatial context
* Catch error
* Correctly sort summary responses
* Consider JinaV2 as a complex model
* Subscribe to record updates in camera watchdog
* Cleanup score showing
* No need to sort review summary
* Add tests for recording summary
* Don't break existing format
* Sort event summary by day
* Don't show model selection or back button when in multi select mode
* Add dialog to edit classification models
* Fix header spacing
* Cleanup desktop
* Incrase max number of object classifications
* fix iOS mobile card
* Cleanup
* Correctly remove classification model from config
* Undo
* fix
* Use existing config update API and dynamically remove models that were running
* Set update message for face
* Pull context size from openai models
* Adjust wording based on type of model
* Instruct to not use parenthesis
* Simplify genai config
* Don't use GPU for training
* Update docs for review descriptions
* Add logging for context tokens used
* Incrase number of images due to lower than expected context usage
* Re-balance the suspicious activity checks
* Adjustments to context sizing
* optimize context usage
* Adjust context usage
* Make title more direct
* Update docs
* Adjust for commutes
* Tweaks
* Don't show no models view in grid
* Add text-md to inputs
* Adjust train title for mobile
* Cleanup prompt more
* Use i18n functions for tooltip
* Fix model complexity causing crash
* Cleanup
* Make prompt more fair and reduce time extension
* Adjust naming of unrecognized objects
* Improve object naming behavior
* Add more context image levels
* Revise GPU and AI accelerator recommendations
Updated hardware recommendations for AI acceleration.
* Revise PCIe Coral driver installation instructions
Updated instructions for PCIe Coral driver installation.
* Revise Coral driver installation instructions
Updated driver installation instructions for PCIe and M.2 versions of Google Coral.
* Change PCIe Coral driver link in getting_started.md
Updated the link for PCIe Coral driver instructions.
* Change PCIe Coral driver link in installation guide
Updated the link for PCIe Coral driver instructions.
* Update Coral TPU recommendation in hardware documentation
Added a warning about the Coral TPU's recommendation status for new Frigate installations and suggested alternatives.
* Implement extraction of images for classification state models
* Add object classification dataset preparation
* Add first step wizard
* Update i18n
* Add state classification image selection step
* Improve box handling
* Add object selector
* Improve object cropping implementation
* Fix state classification selection
* Finalize training and image selection step
* Cleanup
* Design optimizations
* Cleanup mobile styling
* Update no models screen
* Cleanups and fixes
* Fix bugs
* Improve model training and creation process
* Cleanup
* Dynamically add metrics for new model
* Add loading when hitting continue
* Improve image selection mechanism
* Remove unused translation keys
* Adjust wording
* Add retry button for image generation
* Make no models view more specific
* Adjust plus icon
* Adjust form label
* Start with correct type selected
* Cleanup sizing and more font colors
* Small tweaks
* Add tips and more info
* Cleanup dialog sizing
* Add cursor rule for frontend
* Cleanup
* remove underline
* Lazy loading
Nicolas Mowen