# Municipality / Public Sector Doc-QA: Official Documents + E-Signature PDF Parse + FT

> Source: https://sukruyusufkaya.com/en/learn/fine-tuning-cookbook/ftc-tr-municipality-public-doc-qa
> Updated: 2026-05-14T14:43:03.276Z
> Category: Fine-Tuning Cookbook (Model-by-Model)
> Module: Part XVII — Turkey Use-Case Labs
**TLDR:** Doc-QA for municipality/public sector: zoning plan, property record, council decision, tender file, etc. official documents. E-signed PDF parse (PAdES + CAdES), table + form extraction, structured field QA. Qwen 2.5-VL doc understanding + LoRA, intent routing for citizen applications.