Add isort

autogen/__init__.py

@@ -1,10 +1,10 @@
 import logging
-from .version import __version__
-from .oai import *
+
 from .agentchat import *
-from .exception_utils import *
 from .code_utils import DEFAULT_MODEL, FAST_MODEL
-
+from .exception_utils import *
+from .oai import *
+from .version import __version__
 
 # Set the root logger.
 logger = logging.getLogger(__name__)

autogen/agentchat/__init__.py

@@ -1,9 +1,9 @@
 from .agent import Agent
 from .assistant_agent import AssistantAgent
+from .chat import ChatResult, initiate_chats
 from .conversable_agent import ConversableAgent, register_function
 from .groupchat import GroupChat, GroupChatManager
 from .user_proxy_agent import UserProxyAgent
-from .chat import initiate_chats, ChatResult
 from .utils import gather_usage_summary
 
 __all__ = (

autogen/agentchat/assistant_agent.py

@@ -1,7 +1,8 @@
 from typing import Callable, Dict, Literal, Optional, Union
 
+from autogen.runtime_logging import log_new_agent, logging_enabled
+
 from .conversable_agent import ConversableAgent
-from autogen.runtime_logging import logging_enabled, log_new_agent
 
 
 class AssistantAgent(ConversableAgent):

autogen/agentchat/chat.py

@@ -1,15 +1,15 @@
 import asyncio
-from functools import partial
-import logging
-from collections import defaultdict, abc
-from typing import Dict, List, Any, Set, Tuple
-from dataclasses import dataclass
-from .utils import consolidate_chat_info
 import datetime
+import logging
 import warnings
-from ..io.base import IOStream
-from ..formatting_utils import colored
+from collections import abc, defaultdict
+from dataclasses import dataclass
+from functools import partial
+from typing import Any, Dict, List, Set, Tuple
 
+from ..formatting_utils import colored
+from ..io.base import IOStream
+from .utils import consolidate_chat_info
 
 logger = logging.getLogger(__name__)
 Prerequisite = Tuple[int, int]

autogen/agentchat/contrib/agent_builder.py

@@ -1,10 +1,11 @@
-import autogen
-import time
-import subprocess as sp
-import socket
-import json
 import hashlib
-from typing import Optional, List, Dict, Tuple
+import json
+import socket
+import subprocess as sp
+import time
+from typing import Dict, List, Optional, Tuple
+
+import autogen
 
 
 def _config_check(config: Dict):

autogen/agentchat/contrib/agent_optimizer.py

@@ -1,8 +1,9 @@
-from autogen.code_utils import execute_code
-from typing import List, Dict, Optional
-import json
 import copy
+import json
+from typing import Dict, List, Optional
+
 import autogen
+from autogen.code_utils import execute_code
 
 ADD_FUNC = {
     "type": "function",

autogen/agentchat/contrib/capabilities/generate_images.py

@@ -5,10 +5,10 @@
 from PIL.Image import Image
 
 from autogen import Agent, ConversableAgent, code_utils
-from autogen.cache import AbstractCache
 from autogen.agentchat.contrib import img_utils
 from autogen.agentchat.contrib.capabilities.agent_capability import AgentCapability
 from autogen.agentchat.contrib.text_analyzer_agent import TextAnalyzerAgent
+from autogen.cache import AbstractCache
 
 SYSTEM_MESSAGE = "You've been given the special ability to generate images."
 DESCRIPTION_MESSAGE = "This agent has the ability to generate images."

autogen/agentchat/contrib/capabilities/teachability.py

@@ -1,11 +1,14 @@
 import os
+import pickle
 from typing import Dict, Optional, Union
+
 import chromadb
 from chromadb.config import Settings
-import pickle
+
 from autogen.agentchat.assistant_agent import ConversableAgent
 from autogen.agentchat.contrib.capabilities.agent_capability import AgentCapability
 from autogen.agentchat.contrib.text_analyzer_agent import TextAnalyzerAgent
+
 from ....formatting_utils import colored
 
 

autogen/agentchat/contrib/capabilities/transform_messages.py

@@ -4,6 +4,7 @@
 from termcolor import colored
 
 from autogen import ConversableAgent
+
 from .transforms import MessageTransform
 
 

autogen/agentchat/contrib/compressible_agent.py

@@ -1,10 +1,10 @@
-from typing import Callable, Dict, Optional, Union, Tuple, List, Any
-from autogen import OpenAIWrapper
-from autogen import Agent, ConversableAgent
-import copy
 import asyncio
-import logging
+import copy
 import inspect
+import logging
+from typing import Any, Callable, Dict, List, Optional, Tuple, Union
+
+from autogen import Agent, ConversableAgent, OpenAIWrapper
 from autogen.token_count_utils import count_token, get_max_token_limit, num_tokens_from_functions
 
 from ...formatting_utils import colored

autogen/agentchat/contrib/gpt_assistant_agent.py

@@ -1,16 +1,16 @@
-from collections import defaultdict
-import openai
+import copy
 import json
-import time
 import logging
-import copy
+import time
+from collections import defaultdict
+from typing import Any, Dict, List, Optional, Tuple, Union
+
+import openai
 
 from autogen import OpenAIWrapper
-from autogen.oai.openai_utils import retrieve_assistants_by_name
 from autogen.agentchat.agent import Agent
-from autogen.agentchat.assistant_agent import ConversableAgent
-from autogen.agentchat.assistant_agent import AssistantAgent
-from typing import Dict, Optional, Union, List, Tuple, Any
+from autogen.agentchat.assistant_agent import AssistantAgent, ConversableAgent
+from autogen.oai.openai_utils import retrieve_assistants_by_name
 
 logger = logging.getLogger(__name__)
 

autogen/agentchat/contrib/llava_agent.py

@@ -1,15 +1,16 @@
 import json
 import logging
 from typing import List, Optional, Tuple
+
 import replicate
 import requests
 
 from autogen.agentchat.agent import Agent
 from autogen.agentchat.contrib.img_utils import get_image_data, llava_formatter
 from autogen.agentchat.contrib.multimodal_conversable_agent import MultimodalConversableAgent
 from autogen.code_utils import content_str
-from ...formatting_utils import colored
 
+from ...formatting_utils import colored
 
 logger = logging.getLogger(__name__)
 

autogen/agentchat/contrib/math_user_proxy_agent.py

@@ -1,15 +1,15 @@
-import re
 import os
-from pydantic import BaseModel, Extra, root_validator
-from typing import Any, Callable, Dict, List, Optional, Union, Tuple
+import re
 from time import sleep
+from typing import Any, Callable, Dict, List, Optional, Tuple, Union
+
+from pydantic import BaseModel, Extra, root_validator
 
 from autogen._pydantic import PYDANTIC_V1
 from autogen.agentchat import Agent, UserProxyAgent
-from autogen.code_utils import UNKNOWN, extract_code, execute_code, infer_lang
+from autogen.code_utils import UNKNOWN, execute_code, extract_code, infer_lang
 from autogen.math_utils import get_answer
 
-
 PROMPTS = {
     # default
     "default": """Let's use Python to solve a math problem.

autogen/agentchat/contrib/multimodal_conversable_agent.py

@@ -11,7 +11,6 @@
 
 from ..._pydantic import model_dump
 
-
 DEFAULT_LMM_SYS_MSG = """You are a helpful AI assistant."""
 DEFAULT_MODEL = "gpt-4-vision-preview"
 

autogen/agentchat/contrib/qdrant_retrieve_user_proxy_agent.py

@@ -1,15 +1,15 @@
+import logging
 from typing import Callable, Dict, List, Optional
 
 from autogen.agentchat.contrib.retrieve_user_proxy_agent import RetrieveUserProxyAgent
-from autogen.retrieve_utils import get_files_from_dir, split_files_to_chunks, TEXT_FORMATS
-import logging
+from autogen.retrieve_utils import TEXT_FORMATS, get_files_from_dir, split_files_to_chunks
 
 logger = logging.getLogger(__name__)
 
 try:
+    import fastembed
     from qdrant_client import QdrantClient, models
     from qdrant_client.fastembed_common import QueryResponse
-    import fastembed
 except ImportError as e:
     logging.fatal("Failed to import qdrant_client with fastembed. Try running 'pip install qdrant_client[fastembed]'")
     raise e

autogen/agentchat/contrib/retrieve_assistant_agent.py

@@ -1,6 +1,7 @@
+from typing import Any, Dict, List, Optional, Tuple, Union
+
 from autogen.agentchat.agent import Agent
 from autogen.agentchat.assistant_agent import AssistantAgent
-from typing import Dict, Optional, Union, List, Tuple, Any
 
 
 class RetrieveAssistantAgent(AssistantAgent):

autogen/agentchat/contrib/retrieve_user_proxy_agent.py

@@ -1,19 +1,20 @@
 import re
-from typing import Callable, Dict, Optional, Union, List, Tuple, Any
+from typing import Any, Callable, Dict, List, Optional, Tuple, Union
+
 from IPython import get_ipython
 
 try:
     import chromadb
 except ImportError:
     raise ImportError("Please install dependencies first. `pip install pyautogen[retrievechat]`")
-from autogen.agentchat.agent import Agent
+from autogen import logger
 from autogen.agentchat import UserProxyAgent
-from autogen.retrieve_utils import create_vector_db_from_dir, query_vector_db, TEXT_FORMATS
-from autogen.token_count_utils import count_token
+from autogen.agentchat.agent import Agent
 from autogen.code_utils import extract_code
-from autogen import logger
-from ...formatting_utils import colored
+from autogen.retrieve_utils import TEXT_FORMATS, create_vector_db_from_dir, query_vector_db
+from autogen.token_count_utils import count_token
 
+from ...formatting_utils import colored
 
 PROMPT_DEFAULT = """You're a retrieve augmented chatbot. You answer user's questions based on your own knowledge and the
 context provided by the user. You should follow the following steps to answer a question:

autogen/agentchat/contrib/society_of_mind_agent.py

@@ -1,10 +1,11 @@
 # ruff: noqa: E722
+import copy
 import json
 import traceback
-import copy
 from dataclasses import dataclass
-from typing import Dict, List, Optional, Union, Callable, Literal, Tuple
-from autogen import Agent, ConversableAgent, GroupChatManager, GroupChat, OpenAIWrapper
+from typing import Callable, Dict, List, Literal, Optional, Tuple, Union
+
+from autogen import Agent, ConversableAgent, GroupChat, GroupChatManager, OpenAIWrapper
 
 
 class SocietyOfMindAgent(ConversableAgent):

autogen/agentchat/contrib/text_analyzer_agent.py

@@ -1,7 +1,8 @@
+from typing import Any, Callable, Dict, List, Optional, Tuple, Union
+
 from autogen import oai
 from autogen.agentchat.agent import Agent
 from autogen.agentchat.assistant_agent import ConversableAgent
-from typing import Callable, Dict, Optional, Union, List, Tuple, Any
 
 system_message = """You are an expert in text analysis.
 The user will give you TEXT to analyze.

autogen/agentchat/contrib/web_surfer.py

@@ -1,16 +1,18 @@
-import json
 import copy
+import json
 import logging
 import re
 from dataclasses import dataclass
-from typing import Any, Dict, List, Optional, Union, Callable, Literal, Tuple
+from datetime import datetime
+from typing import Any, Callable, Dict, List, Literal, Optional, Tuple, Union
+
 from typing_extensions import Annotated
-from ... import Agent, ConversableAgent, AssistantAgent, UserProxyAgent, GroupChatManager, GroupChat, OpenAIWrapper
+
+from ... import Agent, AssistantAgent, ConversableAgent, GroupChat, GroupChatManager, OpenAIWrapper, UserProxyAgent
 from ...browser_utils import SimpleTextBrowser
 from ...code_utils import content_str
-from datetime import datetime
-from ...token_count_utils import count_token, get_max_token_limit
 from ...oai.openai_utils import filter_config
+from ...token_count_utils import count_token, get_max_token_limit
 
 logger = logging.getLogger(__name__)
 

autogen/agentchat/conversable_agent.py

@@ -29,10 +29,10 @@
 from ..coding.factory import CodeExecutorFactory
 from ..formatting_utils import colored
 from ..function_utils import get_function_schema, load_basemodels_if_needed, serialize_to_str
+from ..io.base import IOStream
 from ..oai.client import ModelClient, OpenAIWrapper
 from ..runtime_logging import log_new_agent, logging_enabled
 from .agent import Agent, LLMAgent
-from ..io.base import IOStream
 from .chat import ChatResult, a_initiate_chats, initiate_chats
 from .utils import consolidate_chat_info, gather_usage_summary
 

autogen/agentchat/groupchat.py

@@ -5,13 +5,13 @@
 from dataclasses import dataclass, field
 from typing import Callable, Dict, List, Literal, Optional, Tuple, Union
 
-from .agent import Agent
-from .conversable_agent import ConversableAgent
-from ..io.base import IOStream
 from ..code_utils import content_str
 from ..exception_utils import AgentNameConflict, NoEligibleSpeaker, UndefinedNextAgent
 from ..graph_utils import check_graph_validity, invert_disallowed_to_allowed
+from ..io.base import IOStream
 from ..runtime_logging import log_new_agent, logging_enabled
+from .agent import Agent
+from .conversable_agent import ConversableAgent
 
 logger = logging.getLogger(__name__)
 

autogen/agentchat/user_proxy_agent.py

@@ -1,7 +1,7 @@
 from typing import Callable, Dict, List, Literal, Optional, Union
 
+from ..runtime_logging import log_new_agent, logging_enabled
 from .conversable_agent import ConversableAgent
-from ..runtime_logging import logging_enabled, log_new_agent
 
 
 class UserProxyAgent(ConversableAgent):

autogen/browser_utils.py

@@ -1,14 +1,15 @@
+import io
 import json
+import mimetypes
 import os
-import requests
 import re
-import markdownify
-import io
 import uuid
-import mimetypes
+from typing import Any, Dict, List, Optional, Tuple, Union
 from urllib.parse import urljoin, urlparse
+
+import markdownify
+import requests
 from bs4 import BeautifulSoup
-from typing import Any, Dict, List, Optional, Union, Tuple
 
 # Optional PDF support
 IS_PDF_CAPABLE = False

autogen/cache/abstract_cache_base.py

@@ -1,6 +1,6 @@
+import sys
 from types import TracebackType
 from typing import Any, Optional, Protocol, Type
-import sys
 
 if sys.version_info >= (3, 11):
     from typing import Self