From 09d20845a79898db1439701d16e3ba04871c1ca0 Mon Sep 17 00:00:00 2001
From: alckasoc <tuvincent0106@gmail.com>
Date: Wed, 8 Jan 2025 13:12:33 -0800
Subject: [PATCH] refmt

---
 gui_agents/aci/MacOSACI.py               | 8 +++++---
 gui_agents/core/Knowledge.py             | 8 +++++---
 gui_agents/core/Manager.py               | 9 +++++++--
 gui_agents/mllm/MultimodalAgent.py       | 9 ++++++---
 gui_agents/mllm/MultimodalAsyncAgent.py  | 6 ++++--
 gui_agents/mllm/MultimodalAsyncEngine.py | 9 +++++++--
 gui_agents/mllm/MultimodalEngine.py      | 3 +--
 7 files changed, 35 insertions(+), 17 deletions(-)

diff --git a/gui_agents/aci/MacOSACI.py b/gui_agents/aci/MacOSACI.py
index 8156af7..78060d7 100644
--- a/gui_agents/aci/MacOSACI.py
+++ b/gui_agents/aci/MacOSACI.py
@@ -5,9 +5,11 @@
 import numpy as np
 import requests
 from AppKit import *
-from ApplicationServices import (AXUIElementCopyAttributeNames,
-                                 AXUIElementCopyAttributeValue,
-                                 AXUIElementCreateSystemWide)
+from ApplicationServices import (
+    AXUIElementCopyAttributeNames,
+    AXUIElementCopyAttributeValue,
+    AXUIElementCreateSystemWide,
+)
 
 from .ACI import ACI, agent_action
 
diff --git a/gui_agents/core/Knowledge.py b/gui_agents/core/Knowledge.py
index 9b996e7..d39ea9c 100644
--- a/gui_agents/core/Knowledge.py
+++ b/gui_agents/core/Knowledge.py
@@ -9,9 +9,11 @@
 from gui_agents.core.BaseModule import BaseModule
 from gui_agents.core.ProceduralMemory import PROCEDURAL_MEMORY
 from gui_agents.mllm.MultimodalEngine import OpenAIEmbeddingEngine
-from gui_agents.utils.common_utils import (load_embeddings,
-                                           load_knowledge_base,
-                                           save_embeddings)
+from gui_agents.utils.common_utils import (
+    load_embeddings,
+    load_knowledge_base,
+    save_embeddings,
+)
 from gui_agents.utils.query_perplexica import query_to_perplexica
 
 working_dir = os.path.dirname(os.path.abspath(__file__))
diff --git a/gui_agents/core/Manager.py b/gui_agents/core/Manager.py
index 2381dab..bb33ddb 100644
--- a/gui_agents/core/Manager.py
+++ b/gui_agents/core/Manager.py
@@ -7,8 +7,13 @@
 from gui_agents.core.BaseModule import BaseModule
 from gui_agents.core.Knowledge import KnowledgeBase
 from gui_agents.core.ProceduralMemory import PROCEDURAL_MEMORY
-from gui_agents.utils.common_utils import (Dag, Node, calculate_tokens,
-                                           call_llm_safe, parse_dag)
+from gui_agents.utils.common_utils import (
+    Dag,
+    Node,
+    calculate_tokens,
+    call_llm_safe,
+    parse_dag,
+)
 
 logger = logging.getLogger("desktopenv.agent")
 
diff --git a/gui_agents/mllm/MultimodalAgent.py b/gui_agents/mllm/MultimodalAgent.py
index df72382..646335d 100644
--- a/gui_agents/mllm/MultimodalAgent.py
+++ b/gui_agents/mllm/MultimodalAgent.py
@@ -5,9 +5,12 @@
 import base64
 import re
 
-from gui_agents.mllm.MultimodalEngine import (LMMEngineAnthropic,
-                                              LMMEngineAzureOpenAI,
-                                              LMMEngineOpenAI, LMMEnginevLLM)
+from gui_agents.mllm.MultimodalEngine import (
+    LMMEngineAnthropic,
+    LMMEngineAzureOpenAI,
+    LMMEngineOpenAI,
+    LMMEnginevLLM,
+)
 
 data_type_map = {
     "openai": {"image_url": "image_url"},
diff --git a/gui_agents/mllm/MultimodalAsyncAgent.py b/gui_agents/mllm/MultimodalAsyncAgent.py
index fc6c1f6..a39144c 100644
--- a/gui_agents/mllm/MultimodalAsyncAgent.py
+++ b/gui_agents/mllm/MultimodalAsyncAgent.py
@@ -1,8 +1,10 @@
 import base64
 import re
 
-from gui_agents.mllm.MultimodalAsyncEngine import (LMMEngineAsyncAzureOpenAI,
-                                                   LMMEngineAsyncOpenAI)
+from gui_agents.mllm.MultimodalAsyncEngine import (
+    LMMEngineAsyncAzureOpenAI,
+    LMMEngineAsyncOpenAI,
+)
 from gui_agents.mllm.MultimodalEngine import LMMEngineCogVLM, LMMEngineLlava
 
 
diff --git a/gui_agents/mllm/MultimodalAsyncEngine.py b/gui_agents/mllm/MultimodalAsyncEngine.py
index 1a315f7..9177bb6 100644
--- a/gui_agents/mllm/MultimodalAsyncEngine.py
+++ b/gui_agents/mllm/MultimodalAsyncEngine.py
@@ -4,8 +4,13 @@
 import backoff
 import openai
 import requests
-from openai import (APIConnectionError, APIError, AsyncAzureOpenAI,
-                    AsyncOpenAI, RateLimitError)
+from openai import (
+    APIConnectionError,
+    APIError,
+    AsyncAzureOpenAI,
+    AsyncOpenAI,
+    RateLimitError,
+)
 from PIL import Image
 
 
diff --git a/gui_agents/mllm/MultimodalEngine.py b/gui_agents/mllm/MultimodalEngine.py
index f732c50..528af74 100644
--- a/gui_agents/mllm/MultimodalEngine.py
+++ b/gui_agents/mllm/MultimodalEngine.py
@@ -12,8 +12,7 @@
 import requests
 import torch
 from anthropic import Anthropic
-from openai import (APIConnectionError, APIError, AzureOpenAI, OpenAI,
-                    RateLimitError)
+from openai import APIConnectionError, APIError, AzureOpenAI, OpenAI, RateLimitError
 from PIL import Image
 
 # TODO: Import only if module exists, else ignore