diff --git a/playground/structs/build_your_own_swarm.py b/playground/structs/build_your_own_swarm.py
index 8bb47b9c..2c3e377f 100644
--- a/playground/structs/build_your_own_swarm.py
+++ b/playground/structs/build_your_own_swarm.py
@@ -12,17 +12,15 @@ class MySwarm(BaseSwarm):
         # agent 2
         # agent 3
         return "output of the swarm"
-    
-    
+
+
 # Add your custom swarm to the AutoSwarmRouter
-router = AutoSwarmRouter(
-    swarms=[MySwarm]
-)
+router = AutoSwarmRouter(swarms=[MySwarm])
 
 
 # Create an AutoSwarm instance
 autoswarm = AutoSwarm(
-    name = "AutoSwarm, an API for all swarms",
+    name="AutoSwarm, an API for all swarms",
     description="A simple API to build and run swarms",
     verbose=True,
     router=router,
@@ -30,4 +28,4 @@ autoswarm = AutoSwarm(
 
 
 # Run the AutoSwarm
-autoswarm.run("Analyze these financial data and give me a summary")
\ No newline at end of file
+autoswarm.run("Analyze these financial data and give me a summary")
diff --git a/pyproject.toml b/pyproject.toml
index de204024..178c1cb5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -5,7 +5,7 @@ build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
 name = "swarms"
-version = "4.6.8"
+version = "4.6.9"
 description = "Swarms - Pytorch"
 license = "MIT"
 authors = ["Kye Gomez <kye@apac.ai>"]
diff --git a/swarms/__init__.py b/swarms/__init__.py
index 4d6eef0a..b3f568e2 100644
--- a/swarms/__init__.py
+++ b/swarms/__init__.py
@@ -17,4 +17,4 @@ from swarms.prompts import *  # noqa: E402, F403
 from swarms.structs import *  # noqa: E402, F403
 from swarms.telemetry import *  # noqa: E402, F403
 from swarms.tools import *  # noqa: E402, F403
-from swarms.utils import *  # noqa: E402, F403
\ No newline at end of file
+from swarms.utils import *  # noqa: E402, F403
diff --git a/swarms/models/__init__.py b/swarms/models/__init__.py
index 8b60597f..69c737c7 100644
--- a/swarms/models/__init__.py
+++ b/swarms/models/__init__.py
@@ -38,6 +38,7 @@ from swarms.models.popular_llms import (
     ReplicateLLM as Replicate,
 )
 from swarms.models.qwen import QwenVLMultiModal  # noqa: E402
+
 # from swarms.models.sam_supervision import SegmentAnythingMarkGenerator
 from swarms.models.sampling_params import SamplingParams, SamplingType
 from swarms.models.together import TogetherLLM  # noqa: E402
diff --git a/swarms/models/base_embedding_model.py b/swarms/models/base_embedding_model.py
index 04999f12..bb244c6c 100644
--- a/swarms/models/base_embedding_model.py
+++ b/swarms/models/base_embedding_model.py
@@ -1,7 +1,7 @@
 from __future__ import annotations
 
 from abc import ABC, abstractmethod
-from dataclasses import dataclass, field
+from dataclasses import dataclass
 
 import numpy as np
 from typing import Callable
diff --git a/swarms/structs/__init__.py b/swarms/structs/__init__.py
index 3dbf5488..da47be28 100644
--- a/swarms/structs/__init__.py
+++ b/swarms/structs/__init__.py
@@ -80,7 +80,6 @@ from swarms.structs.utils import (
 )
 
 
-
 __all__ = [
     "Agent",
     "AgentJob",
@@ -148,4 +147,4 @@ __all__ = [
     "find_agent_by_id",
     "find_token_in_text",
     "parse_tasks",
-]
\ No newline at end of file
+]
diff --git a/swarms/structs/agent_process.py b/swarms/structs/agent_process.py
index 8f0523af..d1931027 100644
--- a/swarms/structs/agent_process.py
+++ b/swarms/structs/agent_process.py
@@ -16,7 +16,6 @@ class AgentProcess(BaseModel):
     priority: int = 0
     status: str = "Waiting"
     pid: int = None
-    
 
     def set_pid(self, pid: int):
         self.pid = pid