LLM-Agent Glance

Building agents with LLM (large language model) as its core controller is a cool concept. In a LLM-powered autonomous agent system, LLM functions as the agent’s brain, complemented by several key components:

1. Planning
   • Task Decomposition
   • Self-reflection
2. Memory
   • Types of Memory
     • Sensory Memory
     • Short-term Memory
     • Long-term Memory
   • Maximum Inner Product Search
3. Tool Use
    Tool use is a remarkable and distinguishing characteristic of human beings. Equipping LLMs with external tools can significantly extend the model capabilities.
   • test