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Introduction to AI

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General

AI Agents and Autonomy

AI agents are systems that use large language models to reason, plan, and execute tasks autonomously.

Components of an Agent

  • Planning: The ability to break down a complex goal into smaller, actionable steps.
  • Memory: Storing and retrieving information from past interactions or external sources.
  • Tool Use: The ability to call external APIs, run code, or search the web to gather information or perform actions.

Use Cases

  • Automated Research: Searching the web and summarizing findings.
  • Customer Support: Handling complex multi-step inquiries without human intervention.
  • Software Development: Writing, testing, and debugging code based on high-level requirements.