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Code Issues Actions 3 Packages Projects Releases Wiki Activity

Improving inner prompts

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This commit is contained in:
João Moura
2024-02-20 17:53:30 -03:00
parent 7b7d714109
commit 0593d52b91
7 changed files with 38 additions and 38 deletions
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2
src/crewai/agent.py
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@@ -261,7 +261,7 @@ class Agent(BaseModel):
self,
intermediate_steps: List[Tuple[AgentAction, str]],
observation_prefix: str = "Result: ",
llm_prefix: str = "Thought: ",
llm_prefix: str = "",
) -> str:
"""Construct the scratchpad that lets the agent continue its thought process."""
thoughts = ""

16
src/crewai/agents/executor.py
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@@ -3,7 +3,6 @@ from typing import Any, Dict, Iterator, List, Optional, Tuple, Union
from langchain.agents import AgentExecutor
from langchain.agents.agent import ExceptionTool
from langchain.agents.tools import InvalidTool
from langchain.callbacks.manager import CallbackManagerForChainRun
from langchain_core.agents import AgentAction, AgentFinish, AgentStep
from langchain_core.exceptions import OutputParserException
@@ -147,7 +146,7 @@ class CrewAgentExecutor(AgentExecutor):
observation = f"\n{str(e.observation)}"
text = str(e.llm_output)
else:
observation = "Invalid or incomplete response"
observation = ""
elif isinstance(self.handle_parsing_errors, str):
observation = f"\n{self.handle_parsing_errors}"
elif callable(self.handle_parsing_errors):
@@ -206,15 +205,8 @@ class CrewAgentExecutor(AgentExecutor):
]:
observation = tool_usage.use(tool_calling, agent_action.log)
else:
tool_run_kwargs = self.agent.tool_run_logging_kwargs()
observation = InvalidTool().run(
{
"requested_tool_name": tool_calling.tool_name,
"available_tool_names": list(name_to_tool_map.keys()),
},
verbose=self.verbose,
color=None,
callbacks=run_manager.get_child() if run_manager else None,
**tool_run_kwargs,
observation = self._i18n.errors("wrong_tool_name").format(
tool=tool_calling.tool_name,
tools=", ".join([tool.name for tool in self.tools]),
)
yield AgentStep(action=agent_action, observation=observation)

5
src/crewai/agents/parser.py
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@@ -8,7 +8,7 @@ from crewai.utilities import I18N
TOOL_USAGE_SECTION = "Use Tool:"
FINAL_ANSWER_ACTION = "Final Answer:"
FINAL_ANSWER_AND_TOOL_ERROR_MESSAGE = "You are trying to use a tool and give a final answer at the same time, choose only one."
FINAL_ANSWER_AND_TOOL_ERROR_MESSAGE = "I tried to use a tool and give a final answer at the same time, I must choose only one."
class CrewAgentParser(ReActSingleInputOutputParser):
@@ -50,9 +50,8 @@ class CrewAgentParser(ReActSingleInputOutputParser):
{"output": text.split(FINAL_ANSWER_ACTION)[-1].strip()}, text
)
error = self._i18n.errors("unexpected_format")
format = self._i18n.slice("format_without_tools")
error = f"{error}\n{format}"
error = f"{format}"
raise OutputParserException(
error,
observation=error,

15
src/crewai/tools/agent_tools.py
View File

@@ -42,11 +42,16 @@ class AgentTools(BaseModel):
def _execute(self, agent, task, context):
"""Execute the command."""
agent = [
available_agent
for available_agent in self.agents
if available_agent.role.strip().lower() == agent.strip().lower()
]
try:
agent = [
available_agent
for available_agent in self.agents
if available_agent.role.strip().lower() == agent.strip().lower()
]
except:
return self.i18n.errors("agent_tool_unexsiting_coworker").format(
coworkers="\n".join([f"- {agent.role}" for agent in self.agents])
)
if not agent:
return self.i18n.errors("agent_tool_unexsiting_coworker").format(

13
src/crewai/tools/tool_usage.py
View File

@@ -82,7 +82,7 @@ class ToolUsage:
error = getattr(e, "message", str(e))
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{self._i18n.slice('final_answer_format')}"
return f"{self._use(tool_string=tool_string, tool=tool, calling=calling)}\n\n{self._i18n.slice('final_answer_format')}"
def _use(
self,
@@ -121,10 +121,13 @@ class ToolUsage:
self._run_attempts += 1
if self._run_attempts > self._max_parsing_attempts:
self._telemetry.tool_usage_error(llm=self.llm)
error_message = self._i18n.errors("tool_usage_exception").format(
error=e
)
error = ToolUsageErrorException(
f'{self._i18n.errors("tool_usage_exception").format(error=e)}.\n{self._i18n.slice("format").format(tool_names=self.tools_names)}'
f'\n{error_message}.\nMoving one then. {self._i18n.slice("format").format(tool_names=self.tools_names)}'
).message
self._printer.print(content=f"\n\n{error}\n", color="red")
self._printer.print(content=f"\n\n{error_message}\n", color="red")
return error
return self.use(calling=calling, tool_string=tool_string)
@@ -196,7 +199,7 @@ class ToolUsage:
instructor = Instructor(
llm=self.llm,
model=InstructorToolCalling,
content=f"Tools available:\n\n{self._render()}\n\nReturn a valid schema for the tool, the tool name must be equal one of the options, use this text to inform a valid ouput schema:\n{tool_string}```",
content=f"Tools available:\n###\n{self._render()}\n\nReturn a valid schema for the tool, the tool name must be equal one of the options, use this text to inform a valid ouput schema:\n{tool_string}```",
instructions=dedent(
"""\
The schema should have the following structure, only two keys:
@@ -204,7 +207,7 @@ class ToolUsage:
- arguments: dict (with all arguments being passed)
Example:
{"tool_name": "tool_name", "arguments": {"arg_name1": "value", "arg_name2": 2}}
{"tool_name": "tool name", "arguments": {"arg_name1": "value", "arg_name2": 2}}
"""
),
)

21
src/crewai/translations/en.json
View File

@@ -6,23 +6,24 @@
},
"slices": {
"observation": "\nResult",
"task": "Begin! This is VERY important to you, your job depends on it!\n\nCurrent Task: {input}",
"task": "\n\nCurrent Task: {input}\n\n Begin! This is VERY important to you, your job depends on it!\n\n",
"memory": "This is the summary of your work so far:\n{chat_history}",
"role_playing": "You are {role}.\n{backstory}\n\nYour personal goal is: {goal}",
"tools": "You have access to ONLY the following tools, use one at time:\n\n{tools}\n\nTo use a tool you MUST use the exact following format:\n\n```\nUse Tool: the tool you wanna use, should be one of [{tool_names}] and absolute all relevant input and context for using the tool, you must use only one tool at once.\nResult: [result of the tool]\n```\n\nTo complete the task you MUST follow the format:\n\n```\nFinal Answer: [THE MOST COMPLETE ANSWE WITH ALL CONTEXT, DO NOT LEAVE ANYTHING OUT]\n``` You must use these formats, my life depends on it.",
"no_tools": "To complete the task you MUST follow the format:\n\n```\nFinal Answer: [your most complete final answer goes here]\n``` You must use these formats, my life depends on it.",
"format": "To use a tool you MUST use the exact following format:\n\n```\nUse Tool: the tool you wanna use, should be one of [{tool_names}] and absolute all relevant input and context for using the tool, you must use only one tool at once.\nResult: [result of the tool]\n```\n\nTo complete the task you MUST follow the format:\n\n```\nFinal Answer: [your most complete final answer goes here]\n``` You must use these formats, my life depends on it.",
"final_answer_format": "If you don't need to use any more tools, use the correct format for your final answer:\n\n```Final Answer: [your most complete final answer goes here]```",
"format_without_tools": "To use a tool you MUST use the exact following format:\n\n```\nUse Tool: the tool you wanna use, and absolute all relevant input and context for using the tool, you must use only one tool at once.\nResult: [result of the tool]\n```\n\nTo complete the task you MUST follow the format:\n\n```\nFinal Answer: [your most complete final answer goes here]\n``` You must use these formats, my life depends on it.",
"tools": "You have access to ONLY the following tools, use one at time:\n\n{tools}\n\nTo use a tool you MUST use the exact following format:\n\n```\nUse Tool: the tool you wanna use, should be one of [{tool_names}] and absolute all relevant input and context for using the tool, you must use only one tool at once.\nResult: [result of the tool]\n```\n\nTo give your final answer use the exact following format:\n\n```\nFinal Answer: [THE MOST COMPLETE ANSWE WITH ALL CONTEXT, DO NOT LEAVE ANYTHING OUT]\n```\nI MUST use these formats, my jobs depends on it!",
"no_tools": "To give your final answer use the exact following format:\n\n```\nFinal Answer: [entire content of your most complete final answer goes here]\n```\nI MUST use these formats, my jobs depends on it!",
"format": "You MUST either use a tool (use one at time) OR give your best final answer. To use a tool you MUST use the exact following format:\n\n```\nUse Tool: the tool you wanna use, should be one of [{tool_names}] and absolute all relevant input and context for using the tool, you must use only one tool at once.\nResult: [result of the tool]\n```\n\nTo give your final answer use the exact following format:\n\n```\nFinal Answer: [your most complete final answer goes here]\n```\nI MUST use these formats, my jobs depends on it!",
"final_answer_format": "If you don't need to use any more tools, make sure use the correct format to give your final answer:\n\n```Final Answer: [entire content of your most complete final answer goes here]```\n You MUST use these formats, your jobs depends on it!",
"format_without_tools": "ERROR: I didn't use the right format. I MUST either use a tool (use one at time) OR give my best final answer.\n\n```\nUse Tool: the tool you wanna use, and absolute all relevant input and context for using the tool, you must use only one tool at once.\nResult: [result of the tool]\n```\nOR\n```\nFinal Answer: [entire content of your most complete final answer goes here]\n```",
"task_with_context": "{task}\nThis is the context you're working with:\n{context}",
"expected_output": "Your final answer must be: {expected_output}"
},
"errors": {
"unexpected_format": "You didn't use the expected format, you MUST use a tool or give your best final answer.",
"force_final_answer": "Actually, I used too many tools, so I'll stop now and give you my absolute BEST Final answer NOW, using exaclty the expected format bellow:\n\n```\nFinal Answer: [your most complete final answer goes here]\n``` You must use these formats, my life depends on it.",
"agent_tool_unexsiting_coworker": "\nError executing tool. Co-worker mentioned on the Action Input not found, it must to be one of the following options:\n{coworkers}.\n",
"task_repeated_usage": "I already used the {tool} tool with input {tool_input}. So I already know that and must stop using it with same input. \nI could give my best complete final answer if I'm ready, using exaclty the expected format bellow:\n\n```\nFinal Answer: [your most complete final answer goes here]\n``` You must use these formats, my life depends on it.",
"unexpected_format": "ERROR: I didn't use the expected format, I MUST either use a tool (use one at time) OR give my best final answer.\n",
"force_final_answer": "Actually, I used too many tools, so I'll stop now and give you my absolute BEST Final answer NOW, using exaclty the expected format bellow:\n\n```\nFinal Answer: [your most complete final answer goes here]\n```\nI MUST use these formats, my jobs depends on it!",
"agent_tool_unexsiting_coworker": "\nError executing tool. Co-worker mentioned not found, it must to be one of the following options:\n{coworkers}\n",
"task_repeated_usage": "I already used the {tool} tool with input {tool_input}. So I already know that and must stop using it with same input. \nI could give my best complete final answer if I'm ready, using exaclty the expected format bellow:\n\n```\nFinal Answer: [entire content of your most complete final answer goes here]\n```\nI MUST use these formats, my jobs depends on it!",
"tool_usage_error": "It seems we encountered an unexpected error while trying to use the tool.",
"wrong_tool_name": "You tried to use the tool {tool}, but it doesn't exist. You must use one of the following tools, use one at time: {tools}.",
"tool_usage_exception": "It seems we encountered an unexpected error while trying to use the tool. This was the error: {error}"
},
"tools": {

4
tests/agent_tools/agent_tools_test.py
View File

@@ -51,7 +51,7 @@ def test_delegate_work_to_wrong_agent():
assert (
result
== "\nError executing tool. Co-worker mentioned on the Action Input not found, it must to be one of the following options:\n- researcher.\n"
== "\nError executing tool. Co-worker mentioned not found, it must to be one of the following options:\n- researcher\n"
)
@@ -64,5 +64,5 @@ def test_ask_question_to_wrong_agent():
assert (
result
== "\nError executing tool. Co-worker mentioned on the Action Input not found, it must to be one of the following options:\n- researcher.\n"
== "\nError executing tool. Co-worker mentioned not found, it must to be one of the following options:\n- researcher\n"
)