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The evolution of agentic systems represents a significant milestone in artificial intelligence and modern software systems, driven by the demand for vertical intelligence tailored to diverse industries.
React: Synergizing reasoning and acting in language models
Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, and Yuan Cao · 2022
Earlier work this paper cites.
Ai for it operations (aiops) on cloud platforms: Reviews, opportunities and challenges
Qian Cheng, Doyen Sahoo, Amrita Saha, Wenzhuo Yang, Chenghao Liu, Gerald Woo, Manpreet Singh, Silvio Saverese, and Steven CH Hoi · 2023
Earlier work this paper cites.
Retrieval-augmented generation for large language models: A survey
Yunfan Gao, Yun Xiong, Xinyu Gao, Kangxiang Jia, Jinliu Pan, Yuxi Bi, Yi Dai, Jiawei Sun, and Haofen Wang · 2023
Earlier work this paper cites.
Prompt engineering with chatgpt: A guide for academic writers
Louie Giray · 2023
Earlier work this paper cites.
Building effective agents
Anthropic · 2024
Earlier work this paper cites.
Vertex ai agent builder
Google Cloud · 2024
Cited alongside, same era.
Agents - langchain v0.1 documentation
LangChain Developers · 2024
Cited alongside, same era.
Magentic-one: A generalist multi-agent system for solving complex tasks
Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Friederike Niedtner, Grace Proebsting, Griffin Bassman, Jack Gerrits, Jacob Alber, et al · 2024
Cited alongside, same era.
Microsoft’s agentic frameworks: Autogen and semantic kernel
Microsoft · 2024
Cited alongside, same era.
New models and developer products announced at devday, 2023
OpenAI · 2024
Cited alongside, same era.
Learn how to build and deploy tool-using llm agents using aws sagemaker jumpstart foundation models, 2023
Amazon Web Services · 2024
Later among the works it cites.
Srsa: A cost-efficient strategy-router search agent for real-world human-machine interactions
Yaqi Wang and Haipei Xu · 2024
Later among the works it cites.
Medaide: Towards an omni medical aide via specialized llm-based multi-agent collaboration, 2024
Jinjie Wei, Dingkang Yang, Yanshu Li, Qingyao Xu, Zhaoyu Chen, Mingcheng Li, Yue Jiang, Xiaolu Hou, and Lihua Zhang · 2024
Later among the works it cites.
Kg4diagnosis: A hierarchical multi-agent llm framework with knowledge graph enhancement for medical diagnosis, 2024
Kaiwen Zuo, Yirui Jiang, Fan Mo, and Pietro Lio · 2024
Later among the works it cites.
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