mirror of
https://github.com/crewAIInc/crewAI.git
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Adding ability to remember instruction after using too many tools
This commit is contained in:
João Moura
@@ -10,6 +10,7 @@ from crewai import Agent, Crew, Task
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from crewai.agents.cache import CacheHandler
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from crewai.agents.executor import CrewAgentExecutor
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from crewai.tools.tool_calling import ToolCalling
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from crewai.tools.tool_usage import ToolUsage
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from crewai.utilities import RPMController
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@@ -256,7 +257,7 @@ def test_agent_repeated_tool_usage(capsys):
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captured = capsys.readouterr()
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assert (
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"I just used the get_final_answer tool with input {'numbers': 42}. So I already know the result of that and don't need to use it again now."
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"I just used the get_final_answer tool with input {'numbers': 42}. So I already know the result of that and don't need to use it again now. \nI could give my final answer if I'm ready, using exaclty the expected format bellow: \n```\nThought: Do I need to use a tool? No\nFinal Answer: [your response here]```\n"
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in captured.out
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)
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@@ -414,6 +415,78 @@ def test_agent_without_max_rpm_respet_crew_rpm(capsys):
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moveon.assert_called_once()
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@pytest.mark.vcr(filter_headers=["authorization"])
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def test_agent_error_on_parsing_tool(capsys):
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from unittest.mock import patch
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from langchain.tools import tool
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@tool
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def get_final_answer(numbers) -> float:
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"""Get the final answer but don't give it yet, just re-use this
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tool non-stop."""
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return 42
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agent1 = Agent(
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role="test role",
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goal="test goal",
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backstory="test backstory",
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verbose=True,
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)
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tasks = [
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Task(
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description="Use the get_final_answer tool.",
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agent=agent1,
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tools=[get_final_answer],
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)
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]
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crew = Crew(agents=[agent1], tasks=tasks, verbose=2)
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with patch.object(ToolUsage, "_render") as force_exception:
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force_exception.side_effect = Exception("Error on parsing tool.")
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crew.kickoff()
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captured = capsys.readouterr()
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assert (
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"It seems we encountered an unexpected error while trying to use the tool"
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in captured.out
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)
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@pytest.mark.vcr(filter_headers=["authorization"])
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def test_agent_remembers_output_format_after_using_tools_too_many_times():
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from unittest.mock import patch
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from langchain.tools import tool
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@tool
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def get_final_answer(numbers) -> float:
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"""Get the final answer but don't give it yet, just re-use this
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tool non-stop."""
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return 42
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agent1 = Agent(
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role="test role",
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goal="test goal",
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backstory="test backstory",
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max_iter=4,
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verbose=True,
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)
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tasks = [
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Task(
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description="Never give the final answer. Use the get_final_answer tool in a loop.",
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agent=agent1,
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tools=[get_final_answer],
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)
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]
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crew = Crew(agents=[agent1], tasks=tasks, verbose=2)
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with patch.object(ToolUsage, "_remember_format") as remember_format:
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crew.kickoff()
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remember_format.assert_called()
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@pytest.mark.vcr(filter_headers=["authorization"])
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def test_agent_use_specific_tasks_output_as_context(capsys):
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agent1 = Agent(role="test role", goal="test goal", backstory="test backstory")
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772
tests/cassettes/test_agent_error_on_parsing_tool.yaml
Normal file
772
tests/cassettes/test_agent_error_on_parsing_tool.yaml
Normal file
@@ -0,0 +1,772 @@
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body: '{"messages": [{"role": "user", "content": "You are test role.\ntest backstory\n\nYour
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personal goal is: test goalTOOLS:\n------\nYou have access to only the following
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tools:\n\n(\"get_final_answer: get_final_answer(numbers) -> float - Get the
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final answer but don''t give it yet, just re-use this\\n tool non-stop.\\nDelegate
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work to co-worker: Delegate work to co-worker(coworker: str, task: str, context:
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str) - Delegate a specific task to one of the following co-workers: . The input
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to this tool should be the role of the coworker, the task you want them to do,
|
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and ALL necessary context to exectue the task, they know nothing about the task,
|
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so share absolute everything you know, don''t reference things but instead explain
|
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them.\\nAsk question to co-worker: Ask question to co-worker(coworker: str,
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question: str, context: str) - Ask a specific question to one of the following
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co-workers: . The input to this tool should be the role of the coworker, the
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question you have for them, and ALL necessary context to ask the question properly,
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they know nothing about the question, so share absolute everything you know,
|
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don''t reference things but instead explain them.\",)\n\nTo use a tool, please
|
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use the exact following format:\n\n```\nThought: Do I need to use a tool? Yes\nAction:
|
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the tool you wanna use, should be one of [get_final_answer, Delegate work to
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co-worker, Ask question to co-worker], just the name.\nAction Input: Any and
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Do I need to use a tool? No\nFinal Answer: [your response here]```This is the
|
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summary of your work so far:\nBegin! This is VERY important to you, your job
|
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|
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|
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|
||||
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|
||||
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|
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don''t reference things but instead explain them.\",)\n\nTo use a tool, please
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|
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|
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|
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|
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|
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|
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|
||||
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|
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|
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|
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|
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|
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|
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|
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don''t reference things but instead explain them.\",)\n\nTo use a tool, please
|
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|
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the tool you wanna use, should be one of [get_final_answer, Delegate work to
|
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co-worker, Ask question to co-worker], just the name.\nAction Input: Any and
|
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|
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|
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|
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|
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summary of your work so far:\nBegin! This is VERY important to you, your job
|
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|
||||
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|
||||
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|
||||
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|
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Reference in New Issue
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