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Agents Basics

Learn the fundamental concepts of AI Agents within the Cazpian ecosystem.

What are Agents?

In Cazpian, an Agent is a software entity that uses an LLM to reason about tasks and take actions (like running a Spark job or querying a table).

Core Concepts

  • Tools: Capabilities given to an agent (e.g., Search, SQL execution).
  • Prompt: The persona and instructions for the agent.
  • Data Context: The specific Lakehouse tables the agent is allowed to see.