Commit Graph

16 Commits

Author SHA1 Message Date
Josh Hawkins
29ea7c53f2
Bugfixes (#14813)
* fix api filter from matching event id as timestamp

* add padding on platform aware sheet for tablets

* docs tweaks

* tweaks
2024-11-05 07:22:41 -07:00
Nicolas Mowen
156e7cc628
Clarify semantic search GPU (#14767)
* Clarify semantic search GPU

* clarity

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>

* fix wording

---------

Co-authored-by: Josh Hawkins <32435876+hawkeye217@users.noreply.github.com>
2024-11-03 19:49:13 -06:00
Nicolas Mowen
c7a4220d65
Jetson onnxruntime (#14688)
* Add support for using onnx runtime with jetson

* Update docs

* Clarify
2024-10-30 08:22:28 -06:00
Nicolas Mowen
89ca085b94
Add info about GPUs that are supported for semantic search (#14687)
* Add specific information about GPUs that are supported for semantic search

* clarity
2024-10-30 07:41:58 -05:00
Nicolas Mowen
d10fea6012
Add specific section about GPU in semantic search (#14685) 2024-10-30 07:23:10 -05:00
Josh Hawkins
b56f4c4558
Semantic search docs update (#14438)
* Add minimum requirements to semantic search docs

* clarify
2024-10-18 08:07:29 -06:00
Josh Hawkins
b299652e86
Generative AI changes (#14413)
* Update default genai prompt

* Update docs

* improve wording

* clarify wording
2024-10-17 10:15:44 -06:00
Josh Hawkins
6294ce7807
Adjust Explore settings (#14409)
* Re-add search source chip without confidence percentage

* add confidence to tooltip only

* move search type to settings

* padding tweak

* docs update

* docs clarity
2024-10-17 09:21:20 -06:00
Nicolas Mowen
6e332bbdf8
Remove device config and use model size to configure device used (#14290)
* Remove device config and use model size to configure device used

* Don't show Frigate+ submission when in progress

* Add docs link for bounding box colors
2024-10-11 17:08:14 -05:00
Josh Hawkins
54eb03d2a1
Add config option to select fp16 or quantized jina vision model (#14270)
* Add config option to select fp16 or quantized jina vision model

* requires_fp16 for text and large models only

* fix model type check

* fix cpu

* pass model size
2024-10-10 16:46:21 -06:00
Nicolas Mowen
bc3a06178b
Embedding gpu (#14253) 2024-10-09 19:46:31 -06:00
Josh Hawkins
d4925622f9
Use JinaAI models for embeddings (#14252)
* add generic onnx model class and use jina ai clip models for all embeddings

* fix merge confligt

* add generic onnx model class and use jina ai clip models for all embeddings

* fix merge confligt

* preferred providers

* fix paths

* disable download progress bar

* remove logging of path

* drop and recreate tables on reindex

* use cache paths

* fix model name

* use trust remote code per transformers docs

* ensure tokenizer and feature extractor are correctly loaded

* revert

* manually download and cache feature extractor config

* remove unneeded

* remove old clip and minilm code

* docs update
2024-10-09 15:31:54 -06:00
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
Josh Hawkins
b4acf4f341
Use tracked object instead of event language in docs and UI (#13685)
* Verbiage update: use tracked object instead of event

* tweaks
2024-09-11 18:53:58 -06:00
Josh Hawkins
03ff3e639f
clarify semantic search and genai docs (#13637) 2024-09-09 10:23:21 -06:00
Jason Hunter
36cbffcc5e Semantic Search for Detections (#11899)
* 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
2024-08-29 20:19:50 -06:00