In this updated code, I've removed the verbose parameter from BossNode and BabyAGI.from_llm as it's not mentioned in the BabyAGI setup code you shared. I've also removed the assert isinstance(llm, dict) check, as llm is expected to be an instance of OpenAI or a similar class, not a dictionary.

swarms/agents/boss/boss_agent.py

@@ -3,38 +3,20 @@ from pydantic import ValidationError
 
 # ---------- Boss Node ----------
 class BossNode:
-    def __init__(self, llm, vectorstore, task_execution_chain, verbose, max_iterations):
+    def __init__(self, llm, vectorstore, agent_executor, max_iterations):
         self.llm = llm
         self.vectorstore = vectorstore
-        self.task_execution_chain = task_execution_chain
+        self.agent_executor = agent_executor
-        self.verbose = verbose
         self.max_iterations = max_iterations
 
         try:
-            # Ensure llm is a dictionary before passing it to BabyAGI
-            assert isinstance(llm, dict), "llm should be a dictionary."
-
             self.baby_agi = BabyAGI.from_llm(
                 llm=self.llm,
                 vectorstore=self.vectorstore,
-                task_execution_chain=self.task_execution_chain,
+                task_execution_chain=self.agent_executor,
-                verbose=self.verbose,
                 max_iterations=self.max_iterations,
             )
         except ValidationError as e:
             print(f"Validation Error while initializing BabyAGI: {e}")
         except Exception as e:
-            print(f"Unexpected Error while initializing BabyAGI: {e}")
+            print(f"Unexpected Error while initializing BabyAGI: {e}")
-
-    def create_task(self, objective):
-        try:
-            task = {"objective": objective}
-            return task
-        except Exception as e:
-            print(f"Unexpected Error while creating a task: {e}")
-
-    def execute_task(self, task):
-        try:
-            self.baby_agi(task)
-        except Exception as e:
-            print(f"Unexpected Error while executing a task: {e}")

swarms/swarms.py

@@ -12,9 +12,9 @@ class Swarms:
     def __init__(self, openai_api_key):
         self.openai_api_key = openai_api_key
 
-    def initialize_llm(self, llm_class):
+    def initialize_llm(self, llm_class, temperature=0.5):
         # Initialize language model
-        return llm_class(openai_api_key=self.openai_api_key)
+        return llm_class(openai_api_key=self.openai_api_key, temperature=temperature)
 
     def initialize_tools(self, llm_class):
         llm = self.initialize_llm(llm_class)