Aplikace pro vytváření multiagentních systému umělé inteligence

Abstract

This bachelor’s thesis addresses the issue of a multi-agent system for querying artificial intelligence. The developed system allows agents to collaboratively solve problems that, within reasonable limits, exceed the knowledge of individual agents. The main goal of the thesis is to design and implement a web application that utilizes this multi-agent system, including data visualization and communication between agents. The thesis describes the principles of the system’s operation, its implementation, and performance evaluation. This thesis is devoted to the theory, technological concepts of artificial intelligence, and multi-agent systems.

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Subject(s)

multi-agent system, generative artificial intelligence, LLM, LangGraph, FastAPI, React, agent coordination

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