Intelligent report generation: a multi-agent AI system for data preprocessing and document creation

Granato, Simone (A.A. 2024/2025) Intelligent report generation: a multi-agent AI system for data preprocessing and document creation. Tesi di Laurea in Machine learning, Luiss Guido Carli, relatore Giuseppe Francesco Italiano, pp. 73. [Master's Degree Thesis]

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Abstract/Index

State of the art. Ai agents: definition, taxonomy and core properties. Multi-agent system (MAS): architectures and coordination paradigms. Frameworks for LLM-driven agent development. Current AI agents real applications. LLM-based frameworks limitations. Model development. Overall system architecture and design principles. Preprocessing. Implementation details. AI agents. Word formatter. Model evaluation. Purpose of comparison. Source materials. Evaluation methodology. Essential findings.

References

Bibliografia: pp. 71-72.

Thesis Type: Master's Degree Thesis
Institution: Luiss Guido Carli
Degree Program: Master's Degree Programs > Master's Degree Program in Data Science e Management (LM-91)
Chair: Machine learning
Thesis Supervisor: Italiano, Giuseppe Francesco
Thesis Co-Supervisor: Simeone, Antonio
Academic Year: 2024/2025
Session: Summer
Deposited by: Alessandro Perfetti
Date Deposited: 05 Nov 2025 11:37
Last Modified: 05 Nov 2025 11:37
URI: https://tesi.luiss.it/id/eprint/43631

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