Agent Execution Log

The execution log is record of many activities that happened during the execution of an agent. It includes:

• the start time and the duration of each activity

• the list of messages they published into the context

• the budget consumption used

The code below creates and executes and simple agent and illustrate how to export its execution log into JSON.

from council.agents import Agent
from council.contexts import AgentContext
from council.chains import Chain
from council.controllers import BasicController
from council.evaluators import BasicEvaluator
from council.filters import BasicFilter
from council.mocks import MockSkill

chains = [Chain("a chain", "do something", [MockSkill("a skill")])]
agent = Agent(BasicController(chains), BasicEvaluator(), BasicFilter(), name="an agent")

context = AgentContext.from_user_message("run")
agent.execute(context)
print(context.execution_log_to_json())

Result of the agent execution:

{
  "entries": [
    {
      "source": "agent",
      "start": "2023-09-13T22:09:52.358559+00:00",
      "duration": 0.000377,
      "consumptions": [],
      "messages": []
    },
    {
      "source": "agent/iterations[0]",
      "start": "2023-09-13T22:09:52.358678+00:00",
      "duration": 0.000253,
      "consumptions": [],
      "messages": []
    },
    {
      "source": "agent/iterations[0]/controller",
      "start": "2023-09-13T22:09:52.358686+00:00",
      "duration": 7e-06,
      "consumptions": [],
      "messages": []
    },
    {
      "source": "agent/iterations[0]/execution(a chain)",
      "start": "2023-09-13T22:09:52.358701+00:00",
      "duration": 0.000199,
      "consumptions": [],
      "messages": []
    },
    {
      "source": "agent/iterations[0]/execution(a chain)/chain(a chain)",
      "start": "2023-09-13T22:09:52.358710+00:00",
      "duration": 0.000187,
      "consumptions": [],
      "messages": []
    },
    {
      "source": "agent/iterations[0]/execution(a chain)/chain(a chain)/runner",
      "start": "2023-09-13T22:09:52.358731+00:00",
      "duration": 0.000157,
      "consumptions": [],
      "messages": [
        {
          "is_error": false,
          "kind": "SKILL",
          "message": "",
          "source": "a skill"
        }
      ]
    },
    {
      "source": "agent/iterations[0]/evaluator",
      "start": "2023-09-13T22:09:52.358903+00:00",
      "duration": 1.5e-05,
      "consumptions": [],
      "messages": []
    },
    {
      "source": "agent/iterations[0]/filter",
      "start": "2023-09-13T22:09:52.358921+00:00",
      "duration": 5e-06,
      "consumptions": [],
      "messages": []
    }
  ]
}