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Irene Weber

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Forms of LLM-Integrated Applications from LLM-Chats to Autonomous AI Agent System

Irene Weber · 2026

Large language models (LLMs) are increasingly embedded as components in software systems, marketed under labels such as chatbot, copilot, retrieval-augmented generation, workflow, coding agent and AI agent. Whether these labels denote genuine architectural forms or serve as branding has not been assessed systematically …