frigate/web/src/utils
Josh Hawkins 24ac9f3e5a
Use sqlite-vec extension instead of chromadb for embeddings (#14163)
* 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
2024-10-07 14:30:45 -06:00
..
browserUtil.ts UI tweaks (#13705) 2024-09-12 13:39:35 -06:00
canvasUtil.ts New mask/zone editor and motion tuner (#11020) 2024-04-19 05:34:07 -06:00
colorUtil.ts Replace individual storage graphs with combined graph (#13438) 2024-08-30 07:56:55 -06:00
dateUtil.ts Add ability to use 12 hour time in input time filter (#13961) 2024-09-25 12:15:08 -05:00
iconUtil.tsx Add more icons to event icon types (#12507) 2024-07-18 16:11:05 -05:00
isPWA.ts Mobile/PWA spacing fixes (#11403) 2024-05-16 16:00:14 -06:00
logUtil.ts Use sqlite-vec extension instead of chromadb for embeddings (#14163) 2024-10-07 14:30:45 -06:00
storageUtil.ts Add camera bandwidth back in storage metrics (#13436) 2024-08-30 07:11:54 -06:00
stringUtil.ts Azure genai fixes (#14103) 2024-10-01 16:05:16 -06:00
timelineUtil.tsx Implement object lifecycle pane (#13550) 2024-09-04 07:46:49 -06:00
zoneEdutUtil.ts New mask/zone editor and motion tuner (#11020) 2024-04-19 05:34:07 -06:00