Add Agent Type Attribute

bindings/ceylon/ceylon/agent/agent.py

@@ -4,6 +4,7 @@
 
 
 class Agent(Worker, AgentCommon):
+    agent_type = "AGENT"
     history_responses = []
 
     def __init__(self, name="admin",

bindings/ceylon/ceylon/core/worker.py

@@ -10,6 +10,7 @@
 
 
 class Worker(WorkerAgent, Processor, MessageHandler, EventHandler):
+    agent_type = "WORKER"
 
     def __init__(self, name="admin", workspace_id=DEFAULT_WORKSPACE_ID, admin_peer="", admin_port=DEFAULT_ADMIN_PORT,
                  role="worker",

bindings/ceylon/ceylon/llm/llm_task_coordinator.py

@@ -3,6 +3,7 @@
 import pydantic.v1
 from langchain_core.output_parsers import StrOutputParser
 from langchain_core.prompts import ChatPromptTemplate, PromptTemplate
+from loguru import logger
 
 from ceylon.llm.llm_task_operator import LLMTaskOperator
 from ceylon.static_val import DEFAULT_WORKSPACE_ID, DEFAULT_ADMIN_PORT
@@ -43,6 +44,7 @@ def __init__(self, tasks: List[Task], agents: List[LLMTaskOperator], llm=None, t
         self.tool_llm = tool_llm
         self.tasks = tasks
         self.agents = agents
+        logger.info(f"LLM Task Coordinator initialized with {len(tasks)} tasks and {len(self.get_llm_operators)} agents {[agent for agent in self.get_llm_operators]}")
         super().__init__(name=name, port=port, tasks=tasks, agents=agents)
 
     async def get_task_executor(self, task: SubTask) -> str:
@@ -68,7 +70,8 @@ async def update_task(self, idx: int, task: Task):
     def get_llm_operators(self) -> List[LLMTaskOperator]:
         operators = []
         for agent in self.agents:
-            if isinstance(agent, LLMTaskOperator):
+            if isinstance(agent, LLMTaskOperator) and hasattr(agent,
+                                                              "agent_type") and agent.agent_type == LLMTaskOperator.agent_type:
                 operators.append(agent)
 
         return operators

bindings/ceylon/ceylon/llm/llm_task_operator.py

@@ -13,6 +13,9 @@
 
 
 class LLMTaskOperator(TaskOperator):
+    """LLM-based task operator."""
+    agent_type = "LLM_TASK_OPERATOR"
+
     def __init__(self, name: str, role: str, context: str, skills: List[str],
                  tools: List[Any] = None, llm=None, tool_llm=None, verbose=False,
                  workspace_id="ceylon_agent_stack",

bindings/ceylon/ceylon/task/task_operation.py

@@ -41,9 +41,6 @@ class Task(BaseModel):
 
     def add_subtask(self, subtask: SubTask):
         subtask.parent_task_id = self.id
-        if subtask.name in self.subtasks:
-            raise ValueError(f"Subtask with id {subtask.name} already exists")
-
         self.subtasks[subtask.name] = subtask
         self._validate_dependencies()
         self.execution_order = self.get_execution_order()

bindings/ceylon/ceylon/task/task_operator.py

@@ -10,6 +10,8 @@
 
 
 class TaskOperator(Agent, abc.ABC):
+    agent_type = "TASK_OPERATOR"
+
     def __init__(self, name: str, role: str, workspace_id: str = DEFAULT_WORKSPACE_ID,
                  admin_port: int = DEFAULT_ADMIN_PORT, *args,
                  **kwargs):

bindings/ceylon/tests/tasks/llm_software_agency.py

@@ -52,7 +52,7 @@
     ),
     AgentMonitor()
 ]
-# enable_log("DEBUG")
+# enable_log("INFO")
 # Initialize TaskManager
 task_manager = LLMTaskCoordinator(tasks, agents, tool_llm=tool_llm, llm=llm)