# e-Government Citizen Assistant: Intent Classification + Tool-Calling (80+ Intents)

> Source: https://sukruyusufkaya.com/en/learn/fine-tuning-cookbook/ftc-tr-edevlet-citizen-assistant
> Updated: 2026-05-14T14:43:02.997Z
> Category: Fine-Tuning Cookbook (Model-by-Model)
> Module: Part XVII — Turkey Use-Case Labs
**TLDR:** e-Government portal integrated LLM: 80+ intents (tax, insurance, driver's license, passport, property, etc.), tool-calling e-Government APIs, personal data (TC ID) PII handling. KVKK-compliant logging, audit trail, citizen consent. Llama 3.3 8B + custom SFT, on-prem.