Work

Genealogical Analysis of Historical Parish Registers of Frelichov and Use of LLM for Recognizing Family Relations

Year: 2026

Type: dissertation

Abstract: This thesis focuses on the design and implementation of a genealogical chatbot using a large language model and a graph database of genealogical data. The work analyzes the processing of historical parish records, inference of family relationships, and the use of the Retrieval-Augmented Generation architecture. It includes the design and implementation of the backend and frontend parts of the application, integration of the language model with the database, and evaluation of answer accuracy and language model hallucinations. The result of the thesis is a functional prototype of a genealogical chatbot enabling natural language querying of genealogical information.

Source: Brno University of Technology Digital Library (Brno University of Technology)

Author: Ducký, Patrik

Language: Slovak

Topic: Topic Modeling

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7165993807

Cites: 10

Cited by:

Related to: 10