Agents

• Language model with tools and context
• Memory can be provided as a tool
• In chat-driven paradigm, model must decide when to use tools
  • Must select from all available tools at a time
  • Limited context window on smaller models can cause confusion
• Workflow paradigm allows us to restrict tools and process results
• Can orchestrate multiple agents on subtasks