blakeblackshear.frigate/frigate/api
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
..
defs Add ability to configure genai to use snapshot instead of thumbnails (#14077) 2024-09-30 15:54:53 -06:00
__init__.py
app.py Use sqlite-vec extension instead of chromadb for embeddings (#14163) 2024-10-07 14:30:45 -06:00
auth.py Split config.py into multiple files (#14038) 2024-09-28 14:21:42 -05:00
event.py Use sqlite-vec extension instead of chromadb for embeddings (#14163) 2024-10-07 14:30:45 -06:00
export.py Misc Improvements (#14076) 2024-09-30 16:55:44 -05:00
fastapi_app.py Api fixes (#13955) 2024-09-25 08:01:08 -05:00
media.py Fix mjpeg api (#14138) 2024-10-03 07:33:06 -06:00
notification.py Frigate HTTP API using FastAPI (#13871) 2024-09-24 07:05:30 -06:00
preview.py Frigate HTTP API using FastAPI (#13871) 2024-09-24 07:05:30 -06:00
review.py Do not use a default value of datetime for params (#13957) 2024-09-25 10:49:54 -05:00