{"?xml":{"@version":"1.0"},"edm:RDF":{"@xmlns:dc":"http://purl.org/dc/elements/1.1/","@xmlns:edm":"http://www.europeana.eu/schemas/edm/","@xmlns:wgs84_pos":"http://www.w3.org/2003/01/geo/wgs84_pos","@xmlns:foaf":"http://xmlns.com/foaf/0.1/","@xmlns:rdaGr2":"http://rdvocab.info/ElementsGr2","@xmlns:oai":"http://www.openarchives.org/OAI/2.0/","@xmlns:owl":"http://www.w3.org/2002/07/owl#","@xmlns:rdf":"http://www.w3.org/1999/02/22-rdf-syntax-ns#","@xmlns:ore":"http://www.openarchives.org/ore/terms/","@xmlns:skos":"http://www.w3.org/2004/02/skos/core#","@xmlns:dcterms":"http://purl.org/dc/terms/","edm:WebResource":[{"@rdf:about":"http://www.dlib.si/stream/URN:NBN:SI:doc-47ALSA4M/a2ac2cd0-df27-4574-b3b9-c1c466074725/PDF","dcterms:extent":"773 KB"},{"@rdf:about":"http://www.dlib.si/stream/URN:NBN:SI:doc-47ALSA4M/987d4fb5-d4d5-4845-a6f4-3d2b31f3f72a/TEXT","dcterms:extent":"0 KB"}],"edm:TimeSpan":{"@rdf:about":"2006-2026","edm:begin":{"@xml:lang":"en","#text":"2006"},"edm:end":{"@xml:lang":"en","#text":"2026"}},"edm:ProvidedCHO":{"@rdf:about":"URN:NBN:SI:doc-47ALSA4M","dcterms:isPartOf":[{"@rdf:resource":"https://www.dlib.si/details/urn:nbn:si:spr-0y5dimiu"},{"@xml:lang":"sl","#text":"Elektrotehniški vestnik"}],"dcterms:issued":"2026","dc:creator":["Hadžić, Đulaga","Pašanbegović, Amer","Saletović, Enes"],"dc:format":[{"@xml:lang":"sl","#text":"številka:3"},{"@xml:lang":"sl","#text":"letnik:93"},{"@xml:lang":"sl","#text":"str. 110-124"}],"dc:identifier":["ISSN:0013-5852","COBISSID_HOST:294082051","URN:URN:NBN:SI:doc-47ALSA4M"],"dc:language":"sl","dc:publisher":{"@xml:lang":"sl","#text":"Elektrotehniška zveza Slovenije"},"dc:subject":[{"@xml:lang":"en","#text":"artificial intelligence"},{"@xml:lang":"en","#text":"CrewAI"},{"@xml:lang":"en","#text":"multi-agent systems"},{"@xml:lang":"en","#text":"natural language processing"},{"@xml:lang":"en","#text":"synthetic data generation"},{"@xml:lang":"en","#text":"web scraping"}],"dcterms:temporal":{"@rdf:resource":"2006-2026"},"dc:title":{"@xml:lang":"sl","#text":"Integration of web technologies in the management of AI agents for generation of synthetic datasets|"},"dc:description":[{"@xml:lang":"sl","#text":"The paper presents an innovative approach to automatic generation of synthetic question-answer (QA) pair datasets using a multi-agent system based on artificial intelligence. The system integrates modern web technologies with advanced AI agents to enable an efficient retrieval, processing, and synthesis of knowledge from web sources. The implementation utilizes a FastAPI backend with the CrewAI framework for agent orchestration, MongoDB and ChromaDB for the data storage, and a react frontend for the user interface with a real-time communication via WebSocket"},{"@xml:lang":"sl","#text":"Prispevek predstavlja inovativen pristop k samodejnemu generiranju sintetičnih naborov podatkovnih nizov parov vprašanj in odgovorov (QA) z uporabo večagentnega sistema, ki temelji na umetni inteligenci. Sistem integrira sodobne spletne tehnologije z naprednimi agenti umetne inteligence ter omogoča učinkovito pridobivanje, obdelavo in sintezo znanja iz spletnih virov. Implementacija uporablja zaledni sistem FastAPI z ogrodjem CrewAI za orkestracijo agentov, MongoDB in ChromaDB za shranjevanje podatkov ter sprednji sistem React za uporabniški vmesnik s komunikacijo v realnem času prek WebSocketa"}],"edm:type":"TEXT","dc:type":[{"@xml:lang":"sl","#text":"znanstveno časopisje"},{"@xml:lang":"en","#text":"journals"},{"@rdf:resource":"http://www.wikidata.org/entity/Q361785"}]},"ore:Aggregation":{"@rdf:about":"http://www.dlib.si/?URN=URN:NBN:SI:doc-47ALSA4M","edm:aggregatedCHO":{"@rdf:resource":"URN:NBN:SI:doc-47ALSA4M"},"edm:isShownBy":{"@rdf:resource":"http://www.dlib.si/stream/URN:NBN:SI:doc-47ALSA4M/a2ac2cd0-df27-4574-b3b9-c1c466074725/PDF"},"edm:rights":{"@rdf:resource":"http://rightsstatements.org/vocab/InC/1.0/"},"edm:provider":"Slovenian National E-content Aggregator","edm:intermediateProvider":{"@xml:lang":"en","#text":"National and University Library of Slovenia"},"edm:dataProvider":{"@xml:lang":"sl","#text":"Elektrotehniška zveza Slovenije"},"edm:object":{"@rdf:resource":"http://www.dlib.si/streamdb/URN:NBN:SI:doc-47ALSA4M/maxi/edm"},"edm:isShownAt":{"@rdf:resource":"http://www.dlib.si/details/URN:NBN:SI:doc-47ALSA4M"}}}}