Tutorial: CrewAI

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CrewAI^{View Repo} is a framework for orchestrating autonomous AI agents. Think of it like building a specialized team (a Crew) where each member (Agent) has a role, goal, and tools. You assign Tasks to Agents, defining what needs to be done. The Crew manages how these Agents collaborate, following a specific Process (like sequential steps). Agents use their “brain” (an LLM) and can utilize Tools (like web search) and access shared Memory or external Knowledge bases to complete their tasks effectively.

flowchart TD
    A0["Agent"]
    A1["Task"]
    A2["Crew"]
    A3["Tool"]
    A4["Process"]
    A5["LLM"]
    A6["Memory"]
    A7["Knowledge"]
    A2 -- "Manages" --> A0
    A2 -- "Orchestrates" --> A1
    A2 -- "Defines workflow" --> A4
    A2 -- "Manages shared" --> A6
    A0 -- "Executes" --> A1
    A0 -- "Uses" --> A3
    A0 -- "Uses as brain" --> A5
    A0 -- "Queries" --> A7
    A1 -- "Assigned to" --> A0

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Table of contents

• Crew
• Agent
• Task
• Tool
• Process
• LLM
• Memory
• Knowledge