Add support to delegate work

This commit is contained in:
Joao Moura
2023-11-10 18:15:45 -03:00
parent d6989b7959
commit 6ff18128a7
15 changed files with 1786 additions and 1636 deletions

View File

@@ -4,6 +4,7 @@ from pydantic.v1 import BaseModel, Field
from .process import Process
from .agent import Agent
from .task import Task
from .tools.agent_tools import AgentTools
class Crew(BaseModel):
"""
@@ -35,6 +36,10 @@ class Crew(BaseModel):
"""
task_outcome = None
for task in self.tasks:
# Add delegation tools to the task if the agent allows it
if task.agent.allow_delegation:
tools = AgentTools(agents=self.agents).tools()
task.tools += tools
task_outcome = task.execute(task_outcome)
return task_outcome

View File

@@ -22,17 +22,21 @@ class Task(BaseModel):
@root_validator(pre=False)
def _set_tools(cls, values):
if values.get('agent'):
values['tools'] = values.get('agent.tools')
if (values.get('agent')) and not (values.get('tools')):
values['tools'] = values.get('agent').tools
return values
def execute(self, context) -> str:
def execute(self, context: str = None) -> str:
"""
Execute the task.
Returns:
output (str): Output of the task.
"""
if self.agent:
return self.agent.execute_task(self.description, context)
return self.agent.execute_task(
task = self.description,
context = context,
tools = self.tools
)
else:
raise Exception(f"The task '{self.description}' has no agent assigned, therefore it can't be executed directly and should be executed in a Crew using a specific process that support that, either consensual or hierarchical.")

View File

@@ -0,0 +1,57 @@
from typing import List, Any
from pydantic.v1 import BaseModel, Field
from textwrap import dedent
from langchain.tools import Tool
from ..agent import Agent
class AgentTools(BaseModel):
"""Tools for generic agent."""
agents: List[Agent] = Field(description="List of agents in this crew.")
def tools(self):
return [
Tool.from_function(
func=self.delegate_work,
name="Delegate Work to Co-Worker",
description=dedent(f"""Useful to delegate a specific task to one of the
following co-workers: [{', '.join([agent.role for agent in self.agents])}].
The input to this tool should be a pipe (|) separated text of length
three, representing the role you want to delegate it to, the task and
information necessary. For example, `coworker|task|information`.
""")
),
Tool.from_function(
func=self.ask_question,
name="Ask Question to Co-Worker",
description=dedent(f"""Useful to ask a question, opinion or take from on
of the following co-workers: [{', '.join([agent.role for agent in self.agents])}].
The input to this tool should be a pipe (|) separated text of length
three, representing the role you want to ask it to, the question and
information necessary. For example, `coworker|question|information`.
""")
),
]
def delegate_work(self, command):
"""Useful to delegate a specific task to a coworker."""
return self.__execute(command)
def ask_question(self, command):
"""Useful to ask a question, opinion or take from a coworker."""
return self.__execute(command)
def __execute(self, command):
"""Execute the command."""
agent, task, information = command.split("|")
if not agent or not task or not information:
return "Error executing tool."
agent = [available_agent for available_agent in self.agents if available_agent.role == agent]
if len(agent) == 0:
return "Error executing tool."
agent = agent[0]
result = agent.execute_task(task, information)
return result