* 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 support for nvidia driver info
* Don't show temperature if detector isn't called coral
* Add encoder and decoder info for Nvidia GPUs
* Fix device info
* Implement GPU info for nvidia GPU
* Update web/src/views/system/GeneralMetrics.tsx
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* Update web/src/views/system/GeneralMetrics.tsx
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
---------
Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
* 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
* Allow embedding of snapshot for description via config option
* docs
* frontend button
* Backend
* crop snapshot to region
* only show dropdown when event has snapshot
* fix cursor on dropdown
* crop on initial generation as well
* use enum for type
* fix type
* 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
* POC: Added FastAPI with one endpoint (get /logs/service)
* POC: Revert error_log
* POC: Converted preview related endpoints to FastAPI
* POC: Converted two more endpoints to FastAPI
* POC: lint
* Convert all media endpoints to FastAPI. Added /media prefix (/media/camera && media/events && /media/preview)
* Convert all notifications API endpoints to FastAPI
* Convert first review API endpoints to FastAPI
* Convert remaining review API endpoints to FastAPI
* Convert export endpoints to FastAPI
* Fix path parameters
* Convert events endpoints to FastAPI
* Use body for multiple events endpoints
* Use body for multiple events endpoints (create and end event)
* Convert app endpoints to FastAPI
* Convert app endpoints to FastAPI
* Convert auth endpoints to FastAPI
* Removed flask app in favour of FastAPI app. Implemented FastAPI middleware to check CSRF, connect and disconnect from DB. Added middleware x-forwared-for headers
* Added starlette plugin to expose custom headers
* Use slowapi as the limiter
* Use query parameters for the frame latest endpoint
* Use query parameters for the media snapshot.jpg endpoint
* Use query parameters for the media MJPEG feed endpoint
* Revert initial nginx.conf change
* Added missing even_id for /events/search endpoint
* Removed left over comment
* Use FastAPI TestClient
* severity query parameter should be a string
* Use the same pattern for all tests
* Fix endpoint
* Revert media routers to old names. Order routes to make sure the dynamic ones from media.py are only used whenever there's no match on auth/etc
* Reverted paths for media on tsx files
* Deleted file
* Fix test_http to use TestClient
* Formatting
* Bind timeline to DB
* Fix http tests
* Replace filename with pathvalidate
* Fix latest.ext handling and disable uvicorn access logs
* Add cosntraints to api provided values
* Formatting
* Remove unused
* Remove unused
* Get rate limiter working
---------
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Moved FrigateApp.init_config() into FrigateConfig.load()
* Move frigate config loading into main
* Store PlusApi in FrigateConfig
* Register SIGTERM handler in main
* Ensure logging is setup during config parsing
* Removed pointless try
* Moved config initialization out of FrigateApp
* Made FrigateApp.shm_frame_count into a function
* Removed log calls from signal handlers
python's logging calls are not re-entrant, which caused at least one of
these to deadlock randomly.
* Reopen stdout/err on process fork
This helps avoid deadlocks (https://github.com/python/cpython/issues/91776).
* Make mypy happy
* Whoops. I might have forgotten to save.
Truly an amateur mistake.
* Always call FrigateApp.stop()
* Ignore entire __pycache__ folder instead of individual *.pyc files
* Ignore .mypy_cache in git
* Rework config YAML parsing to use only ruamel.yaml
PyYAML silently overrides keys when encountering duplicates, but ruamel
raises and exception by default. Since we're already using it elsewhere,
dropping PyYAML is an easy choice to make.
* Added EnvString in config to slim down runtime_config()
* Added gitlens to devcontainer
* Automatically call FrigateConfig.runtime_config()
runtime_config needed to be called manually before. Now, it's been
removed, but the same code is run by a pydantic validator.
* Fix handling of missing -segment_time
* Removed type annotation on FrigateConfig's parse
I'd like to keep them, but then mypy complains about some fundamental
errors with how the pydantic model is structured. I'd like to fix it,
but I'd rather work towards moving some of this config to the database.
* add event_id param to api
* exclude query from filtertype
* update review pane link for similarity search
* update filter group for similarity param and fix switch bug
* unneeded prop
* update query and input for similarity search param
* use undefined instead of empty string for query with similarity search
* Install multiple ffmpeg versions and add config to make it configurable
* Update docs
* Run ffprobe too
* Cleanup
* Apply config to go2rtc as well
* Fix ffmpeg bin
* Docs
* Restore path
* Cleanup env var
* Fix ffmpeg path for encoding
* Fix export
* Formatting
* Object lifecycle pane
* fix thumbnails and annotation offset math
* snapshot endpoint height and format, yaml types, bugfixes
* clean up for new type
* use get_image_from_recording in recordings snapshot api
* make height optional
* Initial re-implementation of semantic search
* put docker-compose back and make reindex match docs
* remove debug code and fix import
* fix docs
* manually build pysqlite3 as binaries are only available for x86-64
* update comment in build_pysqlite3.sh
* only embed objects
* better error handling when genai fails
* ask ollama to pull requested model at startup
* update ollama docs
* address some PR review comments
* fix lint
* use IPC to write description, update docs for reindex
* remove gemini-pro-vision from docs as it will be unavailable soon
* fix OpenAI doc available models
* fix api error in gemini and metadata for embeddings
* Improve export handling when errors occur
* Fix mobile zooming
* Handle recordings buffering
* Cleanup
* Url encode export name
* Start with actual name in input
* Fix buffering
