Building Multi Agent Systems

Overview

Here we will walk through building a Multi Agent System using CrewAI.

The system architecture Mermaid diagram was converted to CrewAI code (using a GPT).

Tip

CrewAI.com has a Chat with our docs link (ChatGPT agent) which is useful to ask questions e.g.

Quote

explain the different agent parts and what's the difference between system_prompt backstory and goal

This is a small extract from the response

When defining an agent, each of these parts works together to create a fully functional and contextually aware agent:

The role is the title or the agent’s job.

The goal is what the agent is aiming to achieve in a broad sense.

The backstory adds narrative depth, giving the agent more personality and context.

The system_prompt provides the specific instructions to execute tasks in real time.

Multi Agent Systems