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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
..
docs Use sqlite-vec extension instead of chromadb for embeddings (#14163) 2024-10-07 14:30:45 -06:00
plugins
src/css Use Swagger documentation for Frigate HTTP API (#14178) 2024-10-07 14:27:35 -06:00
static Use Swagger documentation for Frigate HTTP API (#14178) 2024-10-07 14:27:35 -06:00
.gitignore
babel.config.js
docusaurus.config.ts Use Swagger documentation for Frigate HTTP API (#14178) 2024-10-07 14:27:35 -06:00
package-lock.json Use Swagger documentation for Frigate HTTP API (#14178) 2024-10-07 14:27:35 -06:00
package.json Use Swagger documentation for Frigate HTTP API (#14178) 2024-10-07 14:27:35 -06:00
README.md Use Swagger documentation for Frigate HTTP API (#14178) 2024-10-07 14:27:35 -06:00
sidebars.ts Use Swagger documentation for Frigate HTTP API (#14178) 2024-10-07 14:27:35 -06:00

README.md

Website

This website is built using Docusaurus 3.5, a modern static website generator.

For installation and contributing instructions, please follow the Contributing Docs.

Development

  1. Run npm i to install dependencies
  2. Run npm run start to start the website