Forms of LLM-Integrated Applications from LLM-Chats to Autonomous AI Agent System
cs.CL, cs.AI, cs.SE
Submitted: 2026-10-08
Updated: 2026-10-08
Project page: https://google.github.io/adk-docs/agents/llm-agents
Terminology
Sources
- Multi-Agent Collaboration Mechanisms: A Survey of LLMs
- A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application
- The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey
- Large Language Models as Software Components: A Taxonomy for LLM-Integrated Applications
- Fully Autonomous AI Agents Should Not be Developed
- ReAct: Synergizing Reasoning and Acting in Language Models
- GPTs Window Shopping: An analysis of the Landscape of Custom ChatGPT Models
- Agentic Retrieval-Augmented Generation: A Survey on Agentic RAG
- Keyword search is all you need: Achieving RAG-Level Performance without vector databases using agentic tool use
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