Can an AI agent be built with a localized LLM?

122.31.***.***
370

I'm genuinely curious whether anyone here has actually built and used AI agent automation running entirely on a local LLM.

I'm thinking of automating my current work with CrewAI (my initial goal is office automation like web crawling, data cleaning, etc.).

I'm curious about actual computer specs, how much performance you're getting, and your subjective satisfaction level.

I'd like to build a personal work-automation portfolio with CrewAI and keep researching it on my own after switching jobs,

so I'm wondering whether it's worth investing 5-6 million won in specs for the next Mac Mini, whether I can reasonably build this myself,

how detailed the tasks need to be to get usable performance, and how much abstraction is appropriate, among other things.

In the past, on an M3 MacBook Air 16GB, I couldn't even get OpenClo with QWEN 7B running properly and it kept stuttering badly, so I've been wondering if this is even the right approach.

I'd appreciate any advice from those with more experience!

  • (180.252.***.***)

    [KR] CLAUDE 로 활용해서 Cowork 로 사용하는게 정신건강에 좋더라구요. 저도 개인적으로 관리되는 자료나 개인 SNS 등의 연동등에 대해서 여러 시도를 했었는데.. 결론은 기승전결 (요금 대비, 운영대비) CLAUDE 를 쓰는게.. 답이더라구요. 불과 몇개월전에 CrewAI로 맥미니 설정이 이슈가 많았는데... 지금 그 이야기가 쏙 들어간게 이유가 있거든요.


    [EN] Using Claude for Cowork has been good for my mental health. I've also personally tried various approaches for integrating managed materials, personal SNS connections, and such. But in the end, when you consider everything—cost and operations—using Claude is the answer. Just a few months ago there were many issues with Mac mini setup using CrewAI, but there's a reason that topic has completely disappeared now.


    [ID] Menggunakan CLAUDE untuk kolaborasi (Cowork) terbukti bagus untuk kesehatan mental. Saya juga telah secara pribadi mencoba berbagai cara untuk mengintegrasikan materi yang dikelola sendiri, SNS pribadi, dan lainnya. Kesimpulannya adalah, mempertimbangkan semuanya (dari sisi biaya, dari sisi operasional), menggunakan CLAUDE adalah jawabannya. Hanya beberapa bulan yang lalu ada banyak masalah dengan pengaturan CrewAI di Mac mini. Sekarang cerita itu sepenuhnya hilang, dan ada alasan mengapa.

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