AI based log management

Third party integrations AppDaemon
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Hi all,

first, a disclaimer, this is my first github experience and first code posted for the community, so be nice but I’m always open for advises and improvements.

I have found this post of reddit https://www.reddit.com/r/homeassistant/comments/1lxcdsm/ai_log_analysis_tool_install_instructions/ and wanted to give it a try but for some reason the code presented by @ toxicstarknova was not working on my HA Yellow.

This github contains the code that I had to tweak to make it work on my HA Yellow.

The outcome of this code is basicaly a report like this one

image
image900×1488 196 KB

Let me know your sought and thanks again for @toxicstarknova for the first code

Fred

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That’s nice.

Note that you may be able to do the same with the new ai_task.generate_data action introduced in release 2025.8.0 (avoiding app_deamon).

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Thanks @makai. I’ll probably give it a try later. In my case I realy wanted to get AppDaemon to work on a HA Yellow and believe me it was not a walk in the parc :wink:

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I’m avoiding app daemon if at all possible.

I don’t have log access through templates (yet fr being authored, and I might know a guy) so we can t direct pull yet… Buuuuut…

@makai I’m almost positive you’re correct…

You CAN wrap a HA api call with a rest command and pipe the log back to the llm through an api call. (this is how I access mealie and grocy) then wrap THAT with ai_task. Boom analyze logs. (I might be halfway through the tool for Friday already have to unwind some of the REST stuff for the log.)

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will be happy to test your code once ready as my experience showed that the yellow is a bit tricky with API call.

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I’ll post it in Friday’s Party when done. Im already hitting Mealie and Grocy via RESTful

Its just a tightened version of this tool scoped down to only the HA logs endpoint…