[CODE QUALITY]

swarms/structs/__init__.py

@@ -1,6 +1,7 @@
 from swarms.structs.agent import Agent
 from swarms.structs.autoscaler import AutoScaler
 from swarms.structs.base_swarm import AbstractSwarm
+from swarms.structs.base_workflow import BaseWorkflow
 from swarms.structs.concurrent_workflow import ConcurrentWorkflow
 from swarms.structs.conversation import Conversation
 from swarms.structs.groupchat import GroupChat, GroupChatManager
@@ -49,4 +50,5 @@ __all__ = [
     "ConcurrentWorkflow",
     "RecursiveWorkflow",
     "NonlinearWorkflow",
+    "BaseWorkflow",
 ]

swarms/structs/base_workflow.py

@@ -15,7 +15,7 @@ class BaseWorkflow(BaseStructure):
         task_pool (list): A list to store tasks.
 
     Methods:
-        add(task: Task = None, tasks: List[Task] = None, *args, **kwargs): 
+        add(task: Task = None, tasks: List[Task] = None, *args, **kwargs):
             Adds a task or a list of tasks to the task pool.
         run():
             Abstract method to run the workflow.
@@ -24,8 +24,14 @@ class BaseWorkflow(BaseStructure):
     def __init__(self, *args, **kwargs):
         super().__init__(*args, **kwargs)
         self.task_pool = []
-        
+
-    def add(self, task: Task = None, tasks: List[Task] = None, *args, **kwargs):
+    def add(
+        self,
+        task: Task = None,
+        tasks: List[Task] = None,
+        *args,
+        **kwargs,
+    ):
         """
         Adds a task or a list of tasks to the task pool.
 
@@ -41,21 +47,23 @@ class BaseWorkflow(BaseStructure):
         elif tasks:
             self.task_pool.extend(tasks)
         else:
-            raise ValueError("You must provide a task or a list of tasks")
+            raise ValueError(
-        
+                "You must provide a task or a list of tasks"
+            )
+
     def run(self):
         """
         Abstract method to run the workflow.
         """
         raise NotImplementedError("You must implement this method")
-    
+
     def __sequential_loop(self):
         """
         Abstract method for the sequential loop.
         """
         # raise NotImplementedError("You must implement this method")
         pass
-    
+
     def __log(self, message: str):
         """
         Logs a message if verbose mode is enabled.
@@ -65,13 +73,13 @@ class BaseWorkflow(BaseStructure):
         """
         if self.verbose:
             print(message)
-    
+
     def __str__(self):
         return f"Workflow with {len(self.task_pool)} tasks"
-    
+
     def __repr__(self):
         return f"Workflow with {len(self.task_pool)} tasks"
-    
+
     def reset(self) -> None:
         """Resets the workflow by clearing the results of each task."""
         try:
@@ -193,7 +201,6 @@ class BaseWorkflow(BaseStructure):
                 ),
             )
 
-
     def save_workflow_state(
         self,
         filepath: Optional[str] = "sequential_workflow_state.json",
@@ -240,7 +247,7 @@ class BaseWorkflow(BaseStructure):
                     "red",
                 )
             )
-    
+
     def add_objective_to_workflow(self, task: str, **kwargs) -> None:
         """Adds an objective to the workflow."""
         try: