German medical practitioner seeks help setting up local AI for insurance PDF processing

HungryMatumbo · reddit · 2026-08-24

A medical practitioner is seeking advice on building a local AI system to automate writing explanations for insurance companies. The goal is to use local models (Llama, Qwen have been tried) with agents to answer inquiries based on PDF rulebooks, with plans to later expand to generating medical bills. The user has an RTX 5080 and Ryzen 9800x3D but struggles with current models' poor understanding of PDFs.

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