Pretor/pretor/individual_plugin/consciousness_node/consciousness_node.py

42 lines
1.6 KiB
Python

import ray
from pydantic_ai import Agent
from pretor.core.workflow_manager.workflow import PretorWorkflow, WorkStep, WorkerGroup
import uuid
@ray.remote
class ConsciousnessNode:
def __init__(self, agent: Agent):
self.agent = agent
async def generate_workflow(self, template: dict, task_description: str) -> PretorWorkflow:
prompt = f"Given the template {template} and task '{task_description}', generate a list of actionable steps."
# Simulated parsing logic: in a real implementation we would parse structured output from the agent
# response = await self.agent.run(prompt)
wg = WorkerGroup(
name="default_squad",
primary_individual={"coder": 1},
composite_individual={}
)
steps = [
WorkStep(step=1, node="consciousness_node", action="analyze", desc="Analyze task details: " + task_description),
WorkStep(step=2, node="control_node", action="execute", desc="Execute default execution logic", input=["1"])
]
return PretorWorkflow(
title=f"Workflow for {task_description[:10]}",
workgroup_list=[wg],
work_link=steps
)
async def check_task(self, task_status: dict) -> bool:
if task_status.get("status") == "completed":
return True
return False
async def process_complex_transaction(self, transaction_data: dict) -> dict:
prompt = f"Process the following complex transaction data and extract key entities: {transaction_data}"
result = await self.agent.run(prompt)
return {"processed": True, "analysis": result.data}