blakeblackshear.frigate/docker/main/requirements-wheels.txt
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

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click == 8.1.*
# FastAPI
starlette-context == 0.3.6
fastapi == 0.115.0
uvicorn == 0.30.*
slowapi == 0.1.9
imutils == 0.5.*
joserfc == 1.0.*
pathvalidate == 3.2.*
markupsafe == 2.1.*
mypy == 1.6.1
numpy == 1.26.*
onvif_zeep == 0.2.12
opencv-python-headless == 4.9.0.*
paho-mqtt == 2.1.*
pandas == 2.2.*
peewee == 3.17.*
peewee_migrate == 1.13.*
psutil == 5.9.*
pydantic == 2.8.*
git+https://github.com/fbcotter/py3nvml#egg=py3nvml
pytz == 2024.1
pyzmq == 26.2.*
ruamel.yaml == 0.18.*
tzlocal == 5.2
requests == 2.32.*
types-requests == 2.32.*
scipy == 1.13.*
norfair == 2.2.*
setproctitle == 1.3.*
ws4py == 0.5.*
unidecode == 1.3.*
# OpenVino (ONNX installed in wheels-post)
openvino == 2024.3.*
# Embeddings
transformers == 4.45.*
onnx_clip == 4.0.*
# Generative AI
google-generativeai == 0.8.*
ollama == 0.3.*
openai == 1.51.*
# push notifications
py-vapid == 1.9.*
pywebpush == 2.0.*