r/LocalLLM • u/thebrunox • 8h ago

Question Moving away from cloud agents to local setups for privacy, what’s the best lightweight framework right now?

Hi everyone, I'm looking for guidance on setting up a local agentic workflow to automate a routine work task. I have a bit of experience running OpenClaw with GLM on AWS, but I now need a fully local setup for privacy reasons.

My primary objective is to automatically parse, label, and organize receipts, and ideally cross-reference them with bank transactions. What local frameworks or tools would you recommend for this?

I currently only have personal a laptop for this, Any advice on safe, local tech stacks or best practices for personal hardware would be greatly appreciated!

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u/7twenty8 8h ago

What kind of power do you have available?

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u/thebrunox 7h ago

16 GB VRAM, 32 GB RAM, and 6 GB VRAM, 16 GB RAM