Razvoj agenta umetne inteligence za avtomatiziran vnos podatkov v sistem za upravljanje oglasov nepremičnin : diplomsko delo

Polegeg, Gregor; Lukman, Klemen

| | SLO | ENG | Cookies and privacy

Bigger font | Smaller font

First page > Show document

Show document

Title:	Razvoj agenta umetne inteligence za avtomatiziran vnos podatkov v sistem za upravljanje oglasov nepremičnin : diplomsko delo
Authors:	ID Polegeg, Gregor (Author) ID Kosar, Tomaž (Mentor) More about this mentor... ID Majninger, Sandi (Comentor) ID Lukman, Klemen (Author)
Files:	VS_Polegeg_Gregor_2026.pdf (630,56 KB) MD5: 5F8327558E4AA22EAC0632BE19A94F44
Language:	Slovenian
Work type:	Bachelor thesis/paper
Typology:	2.11 - Undergraduate Thesis
Organization:	FERI - Faculty of Electrical Engineering and Computer Science
Abstract:	Diplomsko delo obravnava razvoj agenta umetne inteligence za avtomatiziran vnos po- datkov v sistem za upravljanje oglasov nepremičnin. Agent sprejema govorne in pisne vnose v slovenščini ter jih pretvori v strukturirane ukaze za sistem za upravljanje odnosov s strankami. Sistem je zasnovan na mikrostoritveni arhitekturi z upravljanjem konteksta pogovora. Po primerjalni analizi je bil izbran model Qwen 3 235B na infrastrukturi Ce- rebras z odzivnim časom 3–10 sekund. Evalvacija kaže 93–95-% natančnost pretvorbe in 85-% zmanjšanje časa vnašanja v primerjavi z ročnim postopkom.
Keywords:	agenti umetne inteligence, veliki jezikovni modeli, mikrostoritvena arhi- tektura, glasovni uporabniški vmesnik
Place of publishing:	Maribor
Place of performance:	Maribor
Publisher:	[G. Polegeg]
Year of publishing:	2026
Number of pages:	1 spletni vir (1 datoteka PDF (IX, 41 str.))
PID:	20.500.12556/DKUM-98547
UDC:	004.8(043.2)
COBISS.SI-ID:	289389059
Publication date in DKUM:	18.08.2026
Views:	219
Downloads:	4
Metadata:
Categories:	KTFMB - FERI
:	Copy citation

Average score:	(0 votes)
Your score:	Voting is allowed only for logged in users.
Share:

Hover the mouse pointer over a document title to show the abstract or click on the title to get all document metadata.

Licences

License:	CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International

Link:	http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:	The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Licensing start date:	19.06.2026

Secondary language

Language:	English
Title:	Development of an artificial intelligence agent for automated data entry in a real estate advertisement management system
Abstract:	The thesis presents the development of an artificial intelligence agent for automated data entry into a real estate listing management system. The agent accepts voice and text input in Slovenian and converts it into structured commands for the customer relationship ma- nagement system. The system is based on a microservice architecture with conversation context management. After a comparative analysis, the Qwen 3 235B model on Cereb- ras infrastructure was selected, achieving a response time of 3–10 seconds. Evaluation shows 93–95% conversion accuracy and an 85% reduction in data entry time compared to manual input.
Keywords:	artificial intelligence agents, large language models, microservice architec- ture, voice user interface

Comments

Leave comment

You must log in to leave a comment.

Comments (0)

0 - 0 / 0

There are no comments!

Back