A Survey of AI Agent Protocols
a year ago
- #Communication Protocols
- #LLM Agents
- #Artificial Intelligence
- The rapid development of large language models (LLMs) has led to widespread deployment of LLM agents in various industries.
- A major issue is the lack of standardized communication protocols for LLM agents, hindering collaboration and scalability.
- A unified communication protocol could enable smoother interaction between agents and tools, fostering collective intelligence.
- The paper provides a comprehensive analysis of existing agent protocols, proposing a two-dimensional classification system.
- Comparative performance analysis is conducted across dimensions like security, scalability, and latency.
- Future research directions include adaptability, privacy preservation, group-based interaction, and layered architectures.
- The study aims to serve as a reference for designing and evaluating communication infrastructures for intelligent agents.