Autonomous Agents

Comprehensive Survey on the Development and Application of AI Agents in 2023: Concepts, Principles, Development, Applications, Challenges, and Prospects

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Comprehensive Survey on the Development and Application of AI Agents in 2023: Concepts, Principles, Development, Applications, Challenges, and Prospects

The field of Artificial Intelligence (AI) is rapidly evolving.Today’s AI agents are capable of perceiving, making decisions, and taking actions independently. With the rise of AI agents driven by large language models (LLMs), we are on the brink of a new era: AI agents may form their own societies and coexist harmoniously with humans. Newton … Read more

Streamable HTTP: How It Changes the Game for Distributed AI Platforms

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Streamable HTTP: How It Changes the Game for Distributed AI Platforms

Driven by the wave of digitalization, data transmission protocols are undergoing unprecedented transformations. Today, we focus on a significant innovation within the MCP (Model Context Protocol) — Streamable HTTP. This new protocol not only simplifies the traditional HTTP+SSE transmission method but also opens up new pathways for data interaction with features such as stateless server … Read more

Top 10 Research Directions for AI Agents

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Top 10 Research Directions for AI Agents

Recent major reports on trends for 2024 have all mentioned AI Agents. Accenture’s “Technology Outlook 2024” report indicates that 96% of executives believe that the application of AI Agent ecosystems will bring significant opportunities to their organizations in the next three years. The report suggests that as artificial intelligence evolves into agents, automation systems will … Read more

AI Agent: Autonomous Intelligent Agents Based on Large Models

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AI Agent: Autonomous Intelligent Agents Based on Large Models

AI Agent (Artificial Intelligence Agent) is an intelligent entity capable of perceiving the environment, making decisions, and executing actions. Unlike traditional artificial intelligence, AI Agents have the ability to achieve specified goals through independent thinking and tool invocation. The distinction between AI Agents and large models lies in the fact that interactions between large models … Read more