Autonomous agents in software development for information retrieval using LLM models

Currently, the Large Language Models (LLMs) and autonomous agents are rapidly evolving technologies with the potential to revolutionize a variety of industries. The paper examines the application of autonomous agents in information retrieval using LLMs. Its purpose is to investigate how these technologies can enhance the efficiency, speed, and reliability of fact-finding and question-answering. Paper describes the development idea of information retrieval system utilizing autonomous agents and selected LLMs.

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Publication Details

Published
2025-06-23
DOI
https://doi.org/10.1145/3696630.3731432
Primary Topic
Multi-Agent Systems and Negotiation
Type
article
Field-Weighted Citation Impact
0.00
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article

Autonomous agents in software development for information retrieval using LLM models

Aneta Poniszewska-Marańda, Maciej Kopa
Multi-Agent Systems and Negotiation
article

Autonomous agents in software development for information retrieval using LLM models

Aneta Poniszewska-Marańda, Maciej Kopa
article en

Abstract

Currently, the Large Language Models (LLMs) and autonomous agents are rapidly evolving technologies with the potential to revolutionize a variety of industries. The paper examines the application of autonomous agents in information retrieval using LLMs. Its purpose is to investigate how these technologies can enhance the efficiency, speed, and reliability of fact-finding and question-answering. Paper describes the development idea of information retrieval system utilizing autonomous agents and selected LLMs.

Lodz University of Technology (PL)
Openalex Percentile: Top 91%
Multi-Agent Systems and Negotiation
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Autonomous agents in software development for information retrieval using LLM models — Aneta Poniszewska-Marańda, Maciej Kopa · (2025) | TGRS Research Map | TGRS