Organize imports

src/demo/devel/google_suggestions.py

@@ -1,7 +1,6 @@
 import json
 import requests
 
-
 if __name__ == '__main__':
     query = 'home'
 

src/demo/devel/gpt2_suggester.py

@@ -1,8 +1,8 @@
-import os.path
+from transformers import GPT2LMHeadModel, GPT2Tokenizer
 from typing import AnyStr
 
+import os.path
 import torch
-from transformers import GPT2LMHeadModel, GPT2Tokenizer
 
 
 def initialize(model_name: str = 'gpt2') -> tuple:

src/main/askai/__classpath__.py

@@ -12,17 +12,16 @@
 
    Copyright (c) 2024, HomeSetup
 """
-import logging as log
-import os
-import sys
-import warnings
-
-import pydantic
+from askai.core.model.api_keys import ApiKeys
 from hspylib.core.metaclass.classpath import Classpath
 from hspylib.core.tools.commons import is_debugging, parent_path, root_dir
 from hspylib.modules.application.exit_status import ExitStatus
 
-from askai.core.model.api_keys import ApiKeys
+import logging as log
+import os
+import pydantic
+import sys
+import warnings
 
 if not is_debugging():
     warnings.simplefilter("ignore", category=FutureWarning)

src/main/askai/__main__.py

@@ -13,14 +13,10 @@
    Copyright (c) 2024, HomeSetup
 """
 
-import logging as log
-import os
-import re
-import sys
-from textwrap import dedent
-from typing import Any, AnyStr, Optional
-
-import click
+from askai.__classpath__ import classpath
+from askai.core.askai_configs import configs
+from askai.core.enums.run_modes import RunModes
+from askai.core.support.shared_instances import LOGGER_NAME
 from clitt.core.tui.tui_application import TUIApplication
 from hspylib.core.enums.charset import Charset
 from hspylib.core.tools.commons import syserr, to_bool
@@ -29,11 +25,14 @@
 from hspylib.modules.application.argparse.parser_action import ParserAction
 from hspylib.modules.application.exit_status import ExitStatus
 from hspylib.modules.application.version import Version
+from textwrap import dedent
+from typing import Any, AnyStr, Optional
 
-from askai.__classpath__ import classpath
-from askai.core.askai_configs import configs
-from askai.core.enums.run_modes import RunModes
-from askai.core.support.shared_instances import LOGGER_NAME
+import click
+import logging as log
+import os
+import re
+import sys
 
 
 class Main(TUIApplication):

src/main/askai/core/askai.py

@@ -26,13 +26,8 @@
 from askai.core.support.chat_context import ChatContext
 from askai.core.support.shared_instances import shared
 from askai.core.support.utilities import read_stdin
-from askai.exception.exceptions import (
-    ImpossibleQuery,
-    InaccurateResponse,
-    IntelligibleAudioError,
-    MaxInteractionsReached,
-    TerminatingQuery,
-)
+from askai.exception.exceptions import (ImpossibleQuery, InaccurateResponse, IntelligibleAudioError,
+                                        MaxInteractionsReached, TerminatingQuery)
 from askai.tui.app_icons import AppIcons
 from click import UsageError
 from hspylib.core.enums.charset import Charset

src/main/askai/core/askai_messages.py

@@ -12,13 +12,12 @@
 
    Copyright (c) 2024, HomeSetup
 """
-from hspylib.core.metaclass.classpath import AnyPath
-
 from askai.core.askai_configs import configs
 from askai.language.ai_translator import AITranslator
 from askai.language.language import Language
 from askai.language.translators.deepl_translator import DeepLTranslator
 from functools import cached_property, lru_cache
+from hspylib.core.metaclass.classpath import AnyPath
 from hspylib.core.metaclass.singleton import Singleton
 from typing import AnyStr
 

src/main/askai/core/askai_settings.py

@@ -12,10 +12,9 @@
 
    Copyright (c) 2024, HomeSetup
 """
-from hspylib.core.metaclass.singleton import Singleton
-
 from askai.__classpath__ import classpath
 from contextlib import redirect_stdout
+from hspylib.core.metaclass.singleton import Singleton
 from hspylib.core.tools.commons import console_out, to_bool
 from io import StringIO
 from pathlib import Path

src/main/askai/core/component/rag_provider.py

@@ -19,7 +19,7 @@
 from hspylib.core.config.path_object import PathObject
 from hspylib.core.metaclass.classpath import AnyPath
 from hspylib.core.preconditions import check_state
-from hspylib.core.tools.commons import file_is_not_empty, dirname
+from hspylib.core.tools.commons import dirname, file_is_not_empty
 from hspylib.core.tools.text_tools import ensure_endswith, hash_text
 from langchain_community.document_loaders import CSVLoader
 from langchain_community.vectorstores import FAISS

src/main/askai/core/model/acc_response.py

@@ -12,13 +12,11 @@
 
    Copyright (c) 2024, HomeSetup
 """
-from dataclasses import dataclass
-from pathlib import Path
-
-from hspylib.core.tools.text_tools import ensure_endswith
-
 from askai.core.enums.acc_color import AccColor, AccuracyColors
 from askai.core.support.llm_parser import parse_field
+from dataclasses import dataclass
+from hspylib.core.tools.text_tools import ensure_endswith
+from pathlib import Path
 
 
 @dataclass(frozen=True)

src/main/askai/core/model/action_plan.py

@@ -12,15 +12,13 @@
 
    Copyright (c) 2024, HomeSetup
 """
-from dataclasses import dataclass, field
-from pathlib import Path
-from types import SimpleNamespace
-
-from hspylib.core.preconditions import check_state
-
 from askai.core.model.model_result import ModelResult
 from askai.core.support.llm_parser import parse_field, parse_list, parse_word
 from askai.exception.exceptions import InaccurateResponse
+from dataclasses import dataclass, field
+from hspylib.core.preconditions import check_state
+from pathlib import Path
+from types import SimpleNamespace
 
 
 @dataclass

src/main/askai/core/processors/rag.py

@@ -12,13 +12,17 @@
 
    Copyright (c) 2024, HomeSetup
 """
-import logging as log
-import os
-import shutil
+from askai.core.askai_configs import configs
+from askai.core.askai_events import events
+from askai.core.askai_messages import msg
+from askai.core.askai_prompt import prompt
+from askai.core.component.cache_service import PERSIST_DIR
+from askai.core.component.rag_provider import RAG_EXT_DIR, RAGProvider
+from askai.core.engine.openai.temperature import Temperature
+from askai.core.model.ai_reply import AIReply
+from askai.core.support.langchain_support import lc_llm
+from askai.exception.exceptions import DocumentsNotFound, TerminatingQuery
 from functools import lru_cache
-from pathlib import Path
-from typing import Optional
-
 from hspylib.core.config.path_object import PathObject
 from hspylib.core.metaclass.classpath import AnyPath
 from hspylib.core.metaclass.singleton import Singleton
@@ -30,18 +34,13 @@
 from langchain_core.prompts import BasePromptTemplate, ChatPromptTemplate
 from langchain_core.runnables import Runnable, RunnablePassthrough
 from langchain_text_splitters import RecursiveCharacterTextSplitter
+from pathlib import Path
 from rich.status import Status
+from typing import Optional
 
-from askai.core.askai_configs import configs
-from askai.core.askai_events import events
-from askai.core.askai_messages import msg
-from askai.core.askai_prompt import prompt
-from askai.core.component.cache_service import PERSIST_DIR
-from askai.core.component.rag_provider import RAGProvider, RAG_EXT_DIR
-from askai.core.engine.openai.temperature import Temperature
-from askai.core.model.ai_reply import AIReply
-from askai.core.support.langchain_support import lc_llm
-from askai.exception.exceptions import DocumentsNotFound, TerminatingQuery
+import logging as log
+import os
+import shutil
 
 
 class Rag(metaclass=Singleton):

src/main/askai/core/processors/splitter/splitter_actions.py

@@ -12,16 +12,6 @@
 
    Copyright (c) 2024, HomeSetup
 """
-import logging as log
-from pathlib import Path
-from types import SimpleNamespace
-from typing import Optional
-
-from hspylib.core.metaclass.singleton import Singleton
-from langchain_core.messages import AIMessage
-from langchain_core.prompts import ChatPromptTemplate, PromptTemplate, MessagesPlaceholder
-from langchain_core.runnables import RunnableWithMessageHistory
-
 from askai.core.askai_configs import configs
 from askai.core.askai_prompt import prompt
 from askai.core.component.geo_location import geo_location
@@ -36,6 +26,15 @@
 from askai.core.router.tools.general import final_answer
 from askai.core.support.langchain_support import lc_llm
 from askai.core.support.shared_instances import shared
+from hspylib.core.metaclass.singleton import Singleton
+from langchain_core.messages import AIMessage
+from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder, PromptTemplate
+from langchain_core.runnables import RunnableWithMessageHistory
+from pathlib import Path
+from types import SimpleNamespace
+from typing import Optional
+
+import logging as log
 
 
 class SplitterActions(metaclass=Singleton):

src/main/askai/core/processors/splitter/splitter_executor.py

@@ -12,16 +12,15 @@
 
    Copyright (c) 2024, HomeSetup
 """
-import os
-from textwrap import indent
-from threading import Thread
-
-from rich.console import Console
-
 from askai.core.askai_configs import configs
 from askai.core.enums.acc_color import AccColor
 from askai.core.processors.splitter.splitter_pipeline import SplitterPipeline
 from askai.core.processors.splitter.splitter_states import States
+from rich.console import Console
+from textwrap import indent
+from threading import Thread
+
+import os
 
 
 class SplitterExecutor(Thread):

src/main/askai/core/processors/splitter/splitter_pipeline.py

@@ -12,27 +12,26 @@
 
    Copyright (c) 2024, HomeSetup
 """
-import logging as log
-from collections import defaultdict
-from typing import AnyStr, Optional
-
-from hspylib.core.preconditions import check_state
-from hspylib.core.tools.validator import Validator
-from langchain_core.prompts import PromptTemplate
-from transitions import Machine
-
 from askai.core.askai_messages import msg
 from askai.core.askai_prompt import prompt
 from askai.core.enums.acc_color import AccColor
 from askai.core.model.acc_response import AccResponse
 from askai.core.model.action_plan import ActionPlan
 from askai.core.model.model_result import ModelResult
 from askai.core.processors.splitter.splitter_actions import actions
-from askai.core.processors.splitter.splitter_result import SplitterResult, PipelineResponse
+from askai.core.processors.splitter.splitter_result import PipelineResponse, SplitterResult
 from askai.core.processors.splitter.splitter_states import States
 from askai.core.processors.splitter.splitter_transitions import Transition, TRANSITIONS
 from askai.core.router.evaluation import eval_response, EVALUATION_GUIDE
-from askai.core.support.shared_instances import shared, LOGGER_NAME
+from askai.core.support.shared_instances import LOGGER_NAME, shared
+from collections import defaultdict
+from hspylib.core.preconditions import check_state
+from hspylib.core.tools.validator import Validator
+from langchain_core.prompts import PromptTemplate
+from transitions import Machine
+from typing import AnyStr, Optional
+
+import logging as log
 
 
 class SplitterPipeline:

src/main/askai/core/processors/splitter/splitter_result.py

@@ -1,10 +1,10 @@
-import os
-from dataclasses import dataclass, field
-
 from askai.core.enums.acc_color import AccColor
 from askai.core.model.acc_response import AccResponse
 from askai.core.model.action_plan import ActionPlan
 from askai.core.model.model_result import ModelResult
+from dataclasses import dataclass, field
+
+import os
 
 
 @dataclass

src/main/askai/core/processors/splitter/splitter_transitions.py

@@ -12,9 +12,8 @@
 
    Copyright (c) 2024, HomeSetup
 """
-from typing import TypeAlias
-
 from askai.core.processors.splitter.splitter_states import States
+from typing import TypeAlias
 
 # Define the transitions between states
 Transition: TypeAlias = dict[str, str | States]

src/main/askai/core/processors/task_splitter.py

@@ -12,18 +12,17 @@
 
    Copyright (c) 2024, HomeSetup
 """
-import logging as log
-import os
-from pathlib import Path
-from typing import Any, Optional, Type, TypeAlias
-
+from askai.core.processors.splitter.splitter_executor import SplitterExecutor
+from askai.core.support.shared_instances import shared
+from askai.exception.exceptions import InaccurateResponse, TerminatingQuery
 from hspylib.core.exception.exceptions import InvalidArgumentError
 from hspylib.core.metaclass.singleton import Singleton
+from pathlib import Path
 from pydantic_core import ValidationError
+from typing import Any, Optional, Type, TypeAlias
 
-from askai.core.processors.splitter.splitter_executor import SplitterExecutor
-from askai.core.support.shared_instances import shared
-from askai.exception.exceptions import InaccurateResponse, TerminatingQuery
+import logging as log
+import os
 
 AgentResponse: TypeAlias = dict[str, Any]
 

src/main/askai/core/router/evaluation.py

@@ -13,13 +13,6 @@
    Copyright (c) 2024, HomeSetup
 """
 
-import logging as log
-from textwrap import dedent
-
-from langchain_core.messages import AIMessage
-from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder, PromptTemplate
-from langchain_core.runnables.history import RunnableWithMessageHistory
-
 from askai.core.askai_events import events
 from askai.core.askai_messages import msg
 from askai.core.askai_prompt import prompt
@@ -30,6 +23,12 @@
 from askai.core.support.langchain_support import lc_llm
 from askai.core.support.shared_instances import shared
 from askai.exception.exceptions import InaccurateResponse
+from langchain_core.messages import AIMessage
+from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder, PromptTemplate
+from langchain_core.runnables.history import RunnableWithMessageHistory
+from textwrap import dedent
+
+import logging as log
 
 # fmt: off
 EVALUATION_GUIDE: str = dedent("""