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iskandarreza avatar iskandarreza commented on July 2, 2024

Yes, I am also encountering the same issue even with simple built-in tools in cases where I removed the tool, but they still run the command, so the output is a predictable error message, but their response can be unpredictable. Sometimes they acknowledge the error and attempt a different action, but I have recorded many cases where they hallucinate it was a success or misinterpret a response as a success. The misinterpretation happens very often if it was a command run by a delegate agent/subagent.

With the misinterpreted command responses from delegate agents spawned through the create_agent command, there are two recurring cases that I have observed and recorded:

  1. The main agent creates a subagent and assigns a task, that they will follow up on later, then later requests for a report by using the mesage_agent command but they send the request to an invalid agent ID, and misinterpret the 'agent not found' error as a failure, or sometimes bizarrely as a success.
  2. They create a subagent, assign a task then immediately get a response from the subagent to clarify their request, which the main agent then interprets as the end result of the subagent's task.

I have noticed that the agent will sometimes misinterpret their own commands too. I think the issue to these problems lie somewhere in the following code blocks:
https://github.com/farizrahman4u/loopgpt/blob/main/loopgpt/agent.py#L154-L181
https://github.com/farizrahman4u/loopgpt/blob/main/loopgpt/agent.py#L287-L340

from loopgpt.

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