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MacBook M5 Pro and Qwen3.5 = Local AI Security System

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Re: MacBook M5 Pro and Qwen3.5 = Local AI Security System

#32
post #8

Earlier quoted context omitted.

This is very false. My first system was a 3060 which you can buy new for about $300 or used for about $200. If you already have an existing system you can use it, else you can pick up a used PC for about $150. Entry is about $500.

Perhaps OP was referring to a usable agentic system, for which $2500 sounds about right. I've got a 3060 myself, which is nice to play around with the smaller models for free (minus electricity) and with 100% uptime, but I was not able to program anything with them yet that I didn't want to rewrite completely. A heavily quantized Qwen3.5-27B model is getting close though. Maybe in a few months.

I have also 4070 laptop version during heavy discount season, before 50series came. And upgrade to 96GB DDR5 when it's cheap... So I like LFM 450M + QWEN 9B Q4, they are good fit to 8GB VRAM.

Re: MacBook M5 Pro and Qwen3.5 = Local AI Security System

#34

Earlier quoted context omitted.

Perhaps OP was referring to a usable agentic system, for which $2500 sounds about right. I've got a 3060 myself, which is nice to play around with the smaller models for free (minus electricity) and with 100% uptime, but I was not able to program anything with them yet that I didn't want to rewrite completely. A heavily quantized Qwen3.5-27B model is getting close though. Maybe in a few months.

I was actually thinking of the AMD Ryzen AI Max+ 395 which compiles the linux kernel in 62 seconds and is the first usable integrated graphics solution I've seen. Benchmarks: https://old.reddit.com/r/LocalLLaMA/comments/1rpw17y/ryzen_a...

This a good platform. I was thinking about to get one

Re: MacBook M5 Pro and Qwen3.5 = Local AI Security System

#35
post #16

This seems like an inevitable idea: a security system with full context. So you don't get alerts about your friend's car plates or your kid coming home late.

Do we need a LLM for that?

Not necessarily. But fixed code tends to not adapt to changing situations.

“Hey, my mother-in-law is coming today. She drives a blue Ford pickup. Let her in and record the car plate for future use.”

“There are servicemen coming today around noon. They should check the electricity box and leave in a few minutes. Let me know if they do something else.”

Re: MacBook M5 Pro and Qwen3.5 = Local AI Security System

#36
post #22

Can someone share how this stacks up to a Frigate? What I am struggling with this is how it sits in the security stack. Is it recording things of interest with motion or is it only a layer on top of the existing nvr

Aegis is able to connect to ONVIF camera, save motion triggered clips. Apply VLM pipeline for context understanding.

It also helps to download video clips from BLINK/RING cameras, so you have persistent memory of all your video clips locally.

Re: MacBook M5 Pro and Qwen3.5 = Local AI Security System

#37
post #22

Can someone share how this stacks up to a Frigate? What I am struggling with this is how it sits in the security stack. Is it recording things of interest with motion or is it only a layer on top of the existing nvr

Buy a coral TPU for frigate - it can handle a ton of inference and is very cheap for what it offloads off the cpu

Re: MacBook M5 Pro and Qwen3.5 = Local AI Security System

#39

Wow this looks awesome! Will it work with Unifi Protect? I'm not seeing anything in the docs

Thanks for pointing out Unifi Protect, as long as the camera supports ONVIF(RTSP), then it could be connected, please let me know more, I'm not familiar with Unifi Protect, will do more research...

Re: MacBook M5 Pro and Qwen3.5 = Local AI Security System

#40
post #6

Currently the barrier to entry for local models is about $2500. Funny thing is $2500 is about the amount my parents paid for a 166 MHZ machine in 1995.

My first 'real' machine was a Price Club (now Costco) 386sx for $3800 in late '89, which would be nearly $10k adjusted for inflation. 16 MHz, 1 MB RAM, 40 MB hard disk.

That was bargain basement for that era. IBMs, Compaqs and the like were ~$5k similarly configured, and the first 486s were in the $7-9k area.

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