To generate a new agent for your project, run:

agentstack generate agent <agent_name>

This command will modify two files, your agent file (crew.py / graph.py) and agents.yaml.

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your agent file

This is the file that declares each of your agents and tasks. It’s the core of your AgentStack project and how AgentStack configures your framework.

  • Crew projects have crew.py
  • LangGraph projects have graph.py

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agents.yaml

This is your prompt file. Any prompt engineering is abstracted to here for non-technical ease.

Each agent has three prompt params:

  • Role
  • Goal
  • Backstory

And one configuration param:

  • LLM - This value tells AgentStack which model to use for this specific agent. It must be in <provider>/<model> format

    Ex: openai/gpt-4o