Commit Graph

25 Commits

Author SHA1 Message Date
Nicolas Mowen
acf32e1a1e
Various Fixes (#19615)
* Don't write to write None response to file

* fix genai config migration

* Fix JP6 build

* Include base image ARG
2025-08-19 06:49:55 -06:00
Nicolas Mowen
ccbaa74a8b Improve natural language of prompt (#19515)
* Make sequence details human-readable so they are used in natural language response

* Cleanup

* Improve prompt and image selection

* Adjust

* Adjust sligtly

* Format time

* Adjust frame selection logic

* Debug save response

* Ignore extra fields

* Adjust docs
2025-08-16 10:20:33 -05:00
Nicolas Mowen
7740b08bd9 Add ability to pass additional args to Ollama (#19484)
* Call out recognized objects more specifically

* Cleanup

* Make keep_alive and options configurable

* Generalize

* Use for other providers
2025-08-16 10:20:33 -05:00
Nicolas Mowen
dace88bfce Genai review summaries (#19473)
* Generate review item summaries with requests

* Adjust logic to only send important items

* Don't mention ladder

* Adjust prompt to be more specific

* Add more relaxed nature for normal activity

* Cleanup summary

* Update ollama client

* Add more directions to analyze the frames in order

* Remove environment from prompt
2025-08-16 10:20:33 -05:00
Nicolas Mowen
cc18d7f786 Add config for users to define additional concerns that GenAI should make note of in review summary (#19463)
* Don't default to openai

* Improve UI

* Allow configuring additional concerns that users may want the AI to note

* Formatting

* Add preferred language config

* Remove unused
2025-08-16 10:20:33 -05:00
Nicolas Mowen
3cf86767f1 Use preview frames for Review Descriptions (#19450)
* Use preview frames for genai

* Cleanup

* Adjust
2025-08-16 10:20:33 -05:00
Nicolas Mowen
92417a1b9c Review genai updates (#19448)
* Include extra level for normal activity

* Add dynamic toggling

* Update docs

* Add different threshold for genai

* Adjust webUI for object and review description feature

* Adjust config

* Send on startup

* Cleanup config setting

* Set config

* Fix config name
2025-08-16 10:20:33 -05:00
Nicolas Mowen
2cf8dd693c Review Item GenAI metadata (#19442)
* Rename existing function

* Keep track of thumbnial updates

* Tinkering with genai prompt

* Adjust input format

* Create model for review description output

* testing prompt changes

* Prompt improvements and image saving

* Add config for review items genai

* Use genai review config

* Actual config usage

* Adjust debug image saving

* Fix

* Fix review creation

* Adjust prompt

* Prompt adjustment

* Run genai in thread

* Fix detections block

* Adjust prompt

* Prompt changes

* Save genai response to metadata model

* Handle metadata

* Send review update to dispatcher

* Save review metadata to DB

* Send review notification updates

* Quick fix

* Fix name

* Fix update type

* Correctly dump model

* Add card

* Add card

* Remove message

* Cleanup typing and UI

* Adjust prompt

* Formatting

* Add log

* Formatting

* Add inference speed and keep alive
2025-08-16 10:20:33 -05:00
Nicolas Mowen
1f3755e45d Migrate object genai configuration (#19437)
* Move genAI object to objects section

* Adjust config propogation behavior

* Refactor genai config usage

* Automatic migration

* Always start the embeddings process

* Always init embeddings

* Config fixes

* Adjust reference config

* Adjust docs

* Formatting

* Fix
2025-08-16 10:20:33 -05:00
FL42
937459be47 fix: Initialize GenAI client if GenAI is enabled globally (#18623) 2025-08-16 10:20:33 -05:00
Josh Hawkins
a29d4382e1
Catch crash when openai compatible endpoints don't return results correctly (#17572) 2025-04-07 06:59:39 -06:00
D34DC3N73R
180b0af3c9
Adapt openai.py to work with xAI (#16903)
* Adapt openai.py to work with xAI

It appears xAI is a bit more strict in regards to how the prompt is sent. This changes the prompt to be a dictionary with `"type": "text"` which works with OpenAI and xAI.

* Adapt openai.py to work with xAI

add "detail": "low"

* Adapt openai.py to work with xAI

Apply Ruff formatting and linting fixes
2025-03-03 12:53:24 -07:00
Josh Hawkins
717493e668
Improve handling of error conditions with ollama and snapshot regeneration (#15527) 2024-12-15 20:51:23 -06:00
Josh Hawkins
ad85f8882b
Update ollama docs and add genai debug logging (#15012) 2024-11-15 15:24:17 -06:00
Josh Hawkins
143bab87f1
Genai bugfix (#14880)
* Fix genai init when disabled at global level

* use genai config for class init
2024-11-09 06:48:53 -07:00
Josh Hawkins
0d59754be2
Small genai fix (#14850)
* Ensure the regenerate button shows when genai is only enabled at the camera level

* update docs
2024-11-07 13:27:55 -07:00
Josh Hawkins
8364e68667
Model and genai fixes (#14481)
* disable mem arena in options for cpu only

* add try/except around ollama initialization

* update docs
2024-10-21 09:00:45 -06:00
Josh Hawkins
72aa68cedc
Fix genai labels (#14330)
* Publish model state and embeddings reindex in dispatcher onConnect

* remove unneeded from explore

* add embeddings reindex progress to statusbar

* don't allow right click or show similar button if semantic search is disabled

* fix status bar

* Convert peewee model to dict before formatting for genai description

* add embeddings reindex progress to statusbar

* fix status bar

* Convert peewee model to dict before formatting for genai description
2024-10-14 06:23:10 -06:00
Josh Hawkins
48c60621b6
Fix substitution on genai prompts (#14298) 2024-10-12 06:19:24 -06:00
Josh Hawkins
9fda259c0c
Ensure genai prompt is properly formatted (#14256) 2024-10-09 19:19:40 -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
b5f5627ca6
Add Azure OpenAI as genai provider (#14102)
* add azure openai genai client

* docs
2024-10-01 13:57:40 -06:00
Josh Hawkins
8c540d7210
Add error logging to genai clients (#13943) 2024-09-24 14:04:35 -06:00
Josh Hawkins
e3edcf057c
write prompts for genai at the camera level (#13767) 2024-09-16 08:46:11 -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