From 9435ff437a5b356ea9d8b45213c409dacecee805 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jo=C3=A3o=20Moura?= Date: Wed, 28 Feb 2024 02:28:19 -0300 Subject: [PATCH] Adding ability to track tools_errors and delegations --- src/crewai/crew.py | 2 +- src/crewai/task.py | 10 + src/crewai/tools/tool_usage.py | 19 +- tests/agent_test.py | 2 +- ..._delegations_for_hierarchical_process.yaml | 2366 ++++++++++++ ...nt_delegations_for_sequential_process.yaml | 153 + .../cassettes/test_increment_tool_errors.yaml | 3238 +++++++++++++++++ tests/task_test.py | 102 +- 8 files changed, 5888 insertions(+), 4 deletions(-) create mode 100644 tests/cassettes/test_increment_delegations_for_hierarchical_process.yaml create mode 100644 tests/cassettes/test_increment_delegations_for_sequential_process.yaml create mode 100644 tests/cassettes/test_increment_tool_errors.yaml diff --git a/src/crewai/crew.py b/src/crewai/crew.py index b7ab222ae..1ed28b308 100644 --- a/src/crewai/crew.py +++ b/src/crewai/crew.py @@ -221,7 +221,7 @@ class Crew(BaseModel): agents_for_delegation = [ agent for agent in self.agents if agent != task.agent ] - if len(agents_for_delegation) > 0: + if len(self.agents) > 1 and len(agents_for_delegation) > 0: task.tools += AgentTools(agents=agents_for_delegation).tools() role = task.agent.role if task.agent is not None else "None" diff --git a/src/crewai/task.py b/src/crewai/task.py index ac741f93b..98325e81f 100644 --- a/src/crewai/task.py +++ b/src/crewai/task.py @@ -20,6 +20,8 @@ class Task(BaseModel): __hash__ = object.__hash__ # type: ignore used_tools: int = 0 + tools_errors: int = 0 + delegations: int = 0 i18n: I18N = I18N() thread: threading.Thread = None description: str = Field(description="Description of the actual task.") @@ -171,6 +173,14 @@ class Task(BaseModel): tasks_slices = [self.description, output] return "\n".join(tasks_slices) + def increment_tools_errors(self) -> None: + """Increment the tools errors counter.""" + self.tools_errors += 1 + + def increment_delegations(self) -> None: + """Increment the delegations counter.""" + self.delegations += 1 + def _export_output(self, result: str) -> Any: exported_result = result instructions = "I'm gonna convert this raw text into valid JSON." diff --git a/src/crewai/tools/tool_usage.py b/src/crewai/tools/tool_usage.py index 5b031b97e..3f6d5b511 100644 --- a/src/crewai/tools/tool_usage.py +++ b/src/crewai/tools/tool_usage.py @@ -73,11 +73,13 @@ class ToolUsage: if isinstance(calling, ToolUsageErrorException): error = calling.message self._printer.print(content=f"\n\n{error}\n", color="red") + self.task.increment_tools_errors() return error try: tool = self._select_tool(calling.tool_name) except Exception as e: error = getattr(e, "message", str(e)) + self.task.increment_tools_errors() self._printer.print(content=f"\n\n{error}\n", color="red") return error return f"{self._use(tool_string=tool_string, tool=tool, calling=calling)}\n\n{self._i18n.slice('final_answer_format')}" @@ -103,7 +105,7 @@ class ToolUsage: result = self._format_result(result=result) return result except Exception: - pass + self.task.increment_tools_errors() result = self.tools_handler.cache.read( tool=calling.tool_name, input=calling.arguments @@ -111,8 +113,17 @@ class ToolUsage: if not result: try: + print(f"Calling tool: {calling.tool_name}") + if calling.tool_name in [ + "Delegate work to co-worker", + "Ask question to co-worker", + ]: + self.task.increment_delegations() + if calling.arguments: + print(f"Calling tool NOW: {calling.tool_name}") result = tool._run(**calling.arguments) + print("Got result back from tool") else: result = tool._run() except Exception as e: @@ -125,8 +136,10 @@ class ToolUsage: error = ToolUsageErrorException( f'\n{error_message}.\nMoving one then. {self._i18n.slice("format").format(tool_names=self.tools_names)}' ).message + self.task.increment_tools_errors() self._printer.print(content=f"\n\n{error_message}\n", color="red") return error + self.task.increment_tools_errors() return self.use(calling=calling, tool_string=tool_string) self.tools_handler.on_tool_use(calling=calling, output=result) @@ -166,6 +179,7 @@ class ToolUsage: for tool in self.tools: if tool.name.lower().strip() == tool_name.lower().strip(): return tool + self.task.increment_tools_errors() raise Exception(f"Tool '{tool_name}' not found.") def _render(self) -> str: @@ -210,7 +224,9 @@ class ToolUsage: ), max_attemps=1, ) + print(f"Converter: {converter}") calling = converter.to_pydantic() + print(f"Calling: {calling}") if isinstance(calling, ConverterError): raise calling @@ -218,6 +234,7 @@ class ToolUsage: self._run_attempts += 1 if self._run_attempts > self._max_parsing_attempts: self._telemetry.tool_usage_error(llm=self.llm) + self.task.increment_tools_errors() self._printer.print(content=f"\n\n{e}\n", color="red") return ToolUsageErrorException( f'{self._i18n.errors("tool_usage_error")}\n{self._i18n.slice("format").format(tool_names=self.tools_names)}' diff --git a/tests/agent_test.py b/tests/agent_test.py index 932dc802a..1303b0a79 100644 --- a/tests/agent_test.py +++ b/tests/agent_test.py @@ -593,7 +593,7 @@ def test_agent_count_formatting_error(): parser = CrewAgentParser() parser.agent = agent1 - with patch.object(Agent, "count_formatting_errors") as mock_count_errors: + with patch.object(Agent, "increment_formatting_errors") as mock_count_errors: test_text = "This text does not match expected formats." with pytest.raises(OutputParserException): parser.parse(test_text) diff --git a/tests/cassettes/test_increment_delegations_for_hierarchical_process.yaml b/tests/cassettes/test_increment_delegations_for_hierarchical_process.yaml new file mode 100644 index 000000000..116aa2f0a --- /dev/null +++ b/tests/cassettes/test_increment_delegations_for_hierarchical_process.yaml @@ -0,0 +1,2366 @@ +interactions: +- request: + body: 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Manager.\nYou are + a seasoned manager with a knack for getting the best out of your team.\nYou + are also known for your ability to delegate work to the right people, and to + ask the right questions to get the best out of your team.\nEven though you don''t + perform tasks by yourself, you have a lot of experience in the field, which + allows you to properly evaluate the work of your team members.\n\nYour personal + goal is: Manage the team to complete the task in the best way possible.I have + access to ONLY the following tools, I can use only these, use one at time:\n\nDelegate + work to co-worker: Delegate work to co-worker(coworker: str, task: str, context: + str) - Delegate a specific task to one of the following co-workers: - Scorer\nThe + input to this tool should be the coworker, the task you want them to do, and + ALL necessary context to exectue the task, they know nothing about the task, + so share absolute everything you know, don''t reference things but instead explain + 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