Add isort to the pre-commit configuration and apply it to the whole project (#595)

* Apply isort to the entire repository
* Fix missing import issues in text_to_entries
* Fix imports in migration files

.pre-commit-config.yaml

@@ -15,6 +15,13 @@ repos:
   - id: check-toml
   - id: check-yaml
 
+- repo: https://github.com/pycqa/isort
+  rev: 5.12.0
+  hooks:
+  - id: isort
+    name: isort (python)
+    args: ["--profile", "black", "--filter-files"]
+
 - repo: https://github.com/pre-commit/mirrors-mypy
   rev: v1.0.0
   hooks:

src/khoj/app/settings.py

@@ -10,8 +10,8 @@ For the full list of settings and their values, see
 https://docs.djangoproject.com/en/4.2/ref/settings/
 """
 
-from pathlib import Path
 import os
+from pathlib import Path
 
 # Build paths inside the project like this: BASE_DIR / 'subdir'.
 BASE_DIR = Path(__file__).resolve().parent.parent

src/khoj/app/urls.py

@@ -15,8 +15,8 @@ Including another URLconf
     2. Add a URL to urlpatterns:  path('blog/', include('blog.urls'))
 """
 from django.contrib import admin
-from django.urls import path
 from django.contrib.staticfiles.urls import staticfiles_urlpatterns
+from django.urls import path
 
 urlpatterns = [
     path("admin/", admin.site.urls),

src/khoj/configure.py

@@ -1,44 +1,37 @@
-# Standard Packages
-import logging
 import json
+import logging
+import os
 from enum import Enum
 from typing import Optional
-import requests
-import os
 
-# External Packages
 import openai
+import requests
 import schedule
-from starlette.middleware.sessions import SessionMiddleware
-from starlette.middleware.authentication import AuthenticationMiddleware
-from starlette.requests import HTTPConnection
-
 from starlette.authentication import (
     AuthCredentials,
     AuthenticationBackend,
     SimpleUser,
     UnauthenticatedUser,
 )
+from starlette.middleware.authentication import AuthenticationMiddleware
+from starlette.middleware.sessions import SessionMiddleware
+from starlette.requests import HTTPConnection
 
-# Internal Packages
-from khoj.database.models import KhojUser, Subscription
 from khoj.database.adapters import (
     ConversationAdapters,
+    SubscriptionState,
+    aget_user_subscription_state,
     get_all_users,
     get_or_create_search_models,
-    aget_user_subscription_state,
-    SubscriptionState,
 )
+from khoj.database.models import KhojUser, Subscription
 from khoj.processor.embeddings import CrossEncoderModel, EmbeddingsModel
-from khoj.routers.indexer import configure_content, load_content, configure_search
+from khoj.routers.indexer import configure_content, configure_search, load_content
 from khoj.utils import constants, state
-from khoj.utils.config import (
-    SearchType,
-)
+from khoj.utils.config import SearchType
 from khoj.utils.fs_syncer import collect_files
 from khoj.utils.rawconfig import FullConfig
 
-
 logger = logging.getLogger(__name__)
 
 
@@ -52,7 +45,7 @@ class UserAuthenticationBackend(AuthenticationBackend):
     def __init__(
         self,
     ):
-        from khoj.database.models import KhojUser, KhojApiUser
+        from khoj.database.models import KhojApiUser, KhojUser
 
         self.khojuser_manager = KhojUser.objects
         self.khojapiuser_manager = KhojApiUser.objects
@@ -190,10 +183,10 @@ def configure_routes(app):
     # Import APIs here to setup search types before while configuring server
     from khoj.routers.api import api
     from khoj.routers.api_beta import api_beta
-    from khoj.routers.web_client import web_client
-    from khoj.routers.indexer import indexer
     from khoj.routers.auth import auth_router
+    from khoj.routers.indexer import indexer
     from khoj.routers.subscription import subscription_router
+    from khoj.routers.web_client import web_client
 
     app.include_router(api, prefix="/api")
     app.include_router(api_beta, prefix="/api/beta")

src/khoj/database/adapters/__init__.py

@@ -2,9 +2,9 @@ import math
 import random
 import secrets
 import sys
-from datetime import date, datetime, timezone, timedelta
-from typing import List, Optional, Type
+from datetime import date, datetime, timedelta, timezone
 from enum import Enum
+from typing import List, Optional, Type
 
 from asgiref.sync import sync_to_async
 from django.contrib.sessions.backends.db import SessionStore
@@ -22,20 +22,18 @@ from khoj.database.models import (
     GithubConfig,
     GithubRepoConfig,
     GoogleUser,
-    TextToImageModelConfig,
     KhojApiUser,
     KhojUser,
     NotionConfig,
     OfflineChatProcessorConversationConfig,
     OpenAIProcessorConversationConfig,
+    ReflectiveQuestion,
     SearchModelConfig,
     SpeechToTextModelOptions,
     Subscription,
+    TextToImageModelConfig,
     UserConversationConfig,
     UserSearchModelConfig,
-    OpenAIProcessorConversationConfig,
-    OfflineChatProcessorConversationConfig,
-    ReflectiveQuestion,
 )
 from khoj.search_filter.date_filter import DateFilter
 from khoj.search_filter.file_filter import FileFilter

src/khoj/database/admin.py

@@ -5,22 +5,23 @@ from django.contrib import admin
 from django.contrib.auth.admin import UserAdmin
 from django.http import HttpResponse
 
-# Register your models here.
-
 from khoj.database.models import (
-    KhojUser,
     ChatModelOptions,
-    OpenAIProcessorConversationConfig,
+    Conversation,
+    KhojUser,
     OfflineChatProcessorConversationConfig,
+    OpenAIProcessorConversationConfig,
+    ReflectiveQuestion,
     SearchModelConfig,
     SpeechToTextModelOptions,
     Subscription,
-    ReflectiveQuestion,
-    UserSearchModelConfig,
     TextToImageModelConfig,
-    Conversation,
+    UserSearchModelConfig,
 )
 
+# Register your models here.
+
+
 admin.site.register(KhojUser, UserAdmin)
 
 admin.site.register(ChatModelOptions)

src/khoj/database/migrations/0001_khojuser.py

@@ -2,8 +2,8 @@
 
 import django.contrib.auth.models
 import django.contrib.auth.validators
-from django.db import migrations, models
 import django.utils.timezone
+from django.db import migrations, models
 
 
 class Migration(migrations.Migration):

src/khoj/database/migrations/0002_googleuser.py

@@ -1,8 +1,8 @@
 # Generated by Django 4.2.4 on 2023-09-18 23:24
 
+import django.db.models.deletion
 from django.conf import settings
 from django.db import migrations, models
-import django.db.models.deletion
 
 
 class Migration(migrations.Migration):

src/khoj/database/migrations/0004_content_types_and_more.py

@@ -1,10 +1,11 @@
 # Generated by Django 4.2.5 on 2023-10-11 22:24
 
-from django.conf import settings
-from django.db import migrations, models
+import uuid
+
 import django.db.models.deletion
 import pgvector.django
-import uuid
+from django.conf import settings
+from django.db import migrations, models
 
 
 class Migration(migrations.Migration):

src/khoj/database/migrations/0005_embeddings_corpus_id.py

@@ -1,8 +1,9 @@
 # Generated by Django 4.2.5 on 2023-10-13 02:39
 
-from django.db import migrations, models
 import uuid
 
+from django.db import migrations, models
+
 
 class Migration(migrations.Migration):
     dependencies = [

src/khoj/database/migrations/0006_embeddingsdates.py

@@ -1,7 +1,7 @@
 # Generated by Django 4.2.5 on 2023-10-13 19:28
 
-from django.db import migrations, models
 import django.db.models.deletion
+from django.db import migrations, models
 
 
 class Migration(migrations.Migration):

src/khoj/database/migrations/0007_add_conversation.py

@@ -1,8 +1,8 @@
 # Generated by Django 4.2.5 on 2023-10-18 05:31
 
+import django.db.models.deletion
 from django.conf import settings
 from django.db import migrations, models
-import django.db.models.deletion
 
 
 class Migration(migrations.Migration):

src/khoj/database/migrations/0009_khojapiuser.py

@@ -1,8 +1,8 @@
 # Generated by Django 4.2.5 on 2023-10-26 17:02
 
+import django.db.models.deletion
 from django.conf import settings
 from django.db import migrations, models
-import django.db.models.deletion
 
 
 class Migration(migrations.Migration):

src/khoj/database/migrations/0010_chatmodeloptions_and_more.py

@@ -1,8 +1,8 @@
 # Generated by Django 4.2.4 on 2023-11-01 17:41
 
+import django.db.models.deletion
 from django.conf import settings
 from django.db import migrations, models
-import django.db.models.deletion
 
 
 class Migration(migrations.Migration):

src/khoj/database/migrations/0011_merge_20231102_0138.py

@@ -1,8 +1,8 @@
 # Generated by Django 4.2.5 on 2023-11-02 01:38
 
-from django.db import migrations
+from typing import Any, List
 
-from typing import List, Any
+from django.db import migrations
 
 
 class Migration(migrations.Migration):

src/khoj/database/migrations/0013_subscription.py

@@ -1,8 +1,8 @@
 # Generated by Django 4.2.5 on 2023-11-09 01:27
 
+import django.db.models.deletion
 from django.conf import settings
 from django.db import migrations, models
-import django.db.models.deletion
 
 
 class Migration(migrations.Migration):

src/khoj/database/migrations/0015_alter_subscription_user.py

@@ -1,8 +1,8 @@
 # Generated by Django 4.2.5 on 2023-11-11 05:39
 
+import django.db.models.deletion
 from django.conf import settings
 from django.db import migrations, models
-import django.db.models.deletion
 
 
 class Migration(migrations.Migration):

src/khoj/database/migrations/0020_reflectivequestion.py

@@ -1,8 +1,8 @@
 # Generated by Django 4.2.7 on 2023-11-20 01:13
 
+import django.db.models.deletion
 from django.conf import settings
 from django.db import migrations, models
-import django.db.models.deletion
 
 
 class Migration(migrations.Migration):

src/khoj/database/migrations/0023_usersearchmodelconfig.py

@@ -1,8 +1,8 @@
 # Generated by Django 4.2.7 on 2023-12-19 15:44
 
+import django.db.models.deletion
 from django.conf import settings
 from django.db import migrations, models
-import django.db.models.deletion
 
 
 class Migration(migrations.Migration):

src/khoj/database/migrations/0024_alter_entry_embeddings.py

@@ -1,7 +1,7 @@
 # Generated by Django 4.2.7 on 2023-12-20 07:27
 
-from django.db import migrations
 import pgvector.django
+from django.db import migrations
 
 
 class Migration(migrations.Migration):

src/khoj/database/models/__init__.py

@@ -1,7 +1,7 @@
 import uuid
 
-from django.db import models
 from django.contrib.auth.models import AbstractUser
+from django.db import models
 from pgvector.django import VectorField
 
 

src/khoj/main.py

@@ -2,7 +2,7 @@
    isort:skip_file
 """
 
-# Standard Packages
+
 from contextlib import redirect_stdout
 import io
 import os
@@ -18,7 +18,7 @@ from importlib.metadata import version
 warnings.filterwarnings("ignore", message=r"snapshot_download.py has been made private", category=FutureWarning)
 warnings.filterwarnings("ignore", message=r"legacy way to download files from the HF hub,", category=FutureWarning)
 
-# External Packages
+
 import uvicorn
 import django
 from fastapi import FastAPI
@@ -69,7 +69,7 @@ app.add_middleware(
 # Set Locale
 locale.setlocale(locale.LC_ALL, "")
 
-# Internal Packages. We do this after setting up Django so that Django features are accessible to the app.
+# We import these packages after setting up Django so that Django features are accessible to the app.
 from khoj.configure import configure_routes, initialize_server, configure_middleware
 from khoj.utils import state
 from khoj.utils.cli import cli

src/khoj/migrations/migrate_offline_chat_default_model.py

@@ -30,11 +30,11 @@ search-type:
     ...
 """
 import logging
+
 from packaging import version
 
 from khoj.utils.yaml import load_config_from_file, save_config_to_file
 
-
 logger = logging.getLogger(__name__)
 
 

src/khoj/migrations/migrate_offline_chat_schema.py

@@ -34,11 +34,11 @@ search-type:
     ...
 """
 import logging
+
 from packaging import version
 
 from khoj.utils.yaml import load_config_from_file, save_config_to_file
 
-
 logger = logging.getLogger(__name__)
 
 

src/khoj/migrations/migrate_offline_model.py

@@ -1,5 +1,6 @@
-import os
 import logging
+import os
+
 from packaging import version
 
 from khoj.utils.yaml import load_config_from_file, save_config_to_file

src/khoj/migrations/migrate_server_pg.py

@@ -57,15 +57,16 @@ version: 0.15.0
 """
 
 import logging
+
 from packaging import version
 
-from khoj.utils.yaml import load_config_from_file, save_config_to_file
 from khoj.database.models import (
-    OpenAIProcessorConversationConfig,
-    OfflineChatProcessorConversationConfig,
     ChatModelOptions,
+    OfflineChatProcessorConversationConfig,
+    OpenAIProcessorConversationConfig,
     SearchModelConfig,
 )
+from khoj.utils.yaml import load_config_from_file, save_config_to_file
 
 logger = logging.getLogger(__name__)
 

src/khoj/processor/content/github/github_to_entries.py

@@ -1,10 +1,8 @@
-# Standard Packages
 import logging
 import time
 from datetime import datetime
 from typing import Dict, List, Tuple, Union
 
-# External Packages
 import requests
 
 from khoj.database.models import Entry as DbEntry
@@ -12,8 +10,6 @@ from khoj.database.models import GithubConfig, KhojUser
 from khoj.processor.content.markdown.markdown_to_entries import MarkdownToEntries
 from khoj.processor.content.org_mode.org_to_entries import OrgToEntries
 from khoj.processor.content.text_to_entries import TextToEntries
-
-# Internal Packages
 from khoj.utils.helpers import timer
 from khoj.utils.rawconfig import Entry, GithubContentConfig, GithubRepoConfig
 

src/khoj/processor/content/markdown/markdown_to_entries.py

@@ -1,4 +1,3 @@
-# Standard Packages
 import logging
 import re
 from pathlib import Path
@@ -8,8 +7,6 @@ import urllib3
 
 from khoj.database.models import Entry as DbEntry
 from khoj.database.models import KhojUser
-
-# Internal Packages
 from khoj.processor.content.text_to_entries import TextToEntries
 from khoj.utils.constants import empty_escape_sequences
 from khoj.utils.helpers import timer

src/khoj/processor/content/notion/notion_to_entries.py

@@ -1,16 +1,12 @@
-# Standard Packages
 import logging
 from enum import Enum
 from typing import Tuple
 
-# External Packages
 import requests
 
 from khoj.database.models import Entry as DbEntry
 from khoj.database.models import KhojUser, NotionConfig
 from khoj.processor.content.text_to_entries import TextToEntries
-
-# Internal Packages
 from khoj.utils.helpers import timer
 from khoj.utils.rawconfig import Entry, NotionContentConfig
 

src/khoj/processor/content/org_mode/org_to_entries.py

@@ -1,12 +1,9 @@
-# Standard Packages
 import logging
 from pathlib import Path
 from typing import Iterable, List, Tuple
 
 from khoj.database.models import Entry as DbEntry
 from khoj.database.models import KhojUser
-
-# Internal Packages
 from khoj.processor.content.org_mode import orgnode
 from khoj.processor.content.text_to_entries import TextToEntries
 from khoj.utils import state

src/khoj/processor/content/org_mode/orgnode.py

@@ -33,10 +33,10 @@ headline and associated text from an org-mode file, and routines for
 constructing data structures of these classes.
 """
 
-import re
 import datetime
-from pathlib import Path
+import re
 from os.path import relpath
+from pathlib import Path
 from typing import List
 
 indent_regex = re.compile(r"^ *")

src/khoj/processor/content/pdf/pdf_to_entries.py

@@ -1,17 +1,13 @@
-# Standard Packages
 import base64
 import logging
 import os
-from typing import List, Tuple
 from datetime import datetime
+from typing import List, Tuple
 
-# External Packages
 from langchain.document_loaders import PyMuPDFLoader
 
 from khoj.database.models import Entry as DbEntry
 from khoj.database.models import KhojUser
-
-# Internal Packages
 from khoj.processor.content.text_to_entries import TextToEntries
 from khoj.utils.helpers import timer
 from khoj.utils.rawconfig import Entry

src/khoj/processor/content/plaintext/plaintext_to_entries.py

@@ -1,4 +1,3 @@
-# Standard Packages
 import logging
 from pathlib import Path
 from typing import List, Tuple
@@ -7,8 +6,6 @@ from bs4 import BeautifulSoup
 
 from khoj.database.models import Entry as DbEntry
 from khoj.database.models import KhojUser
-
-# Internal Packages
 from khoj.processor.content.text_to_entries import TextToEntries
 from khoj.utils.helpers import timer
 from khoj.utils.rawconfig import Entry

src/khoj/processor/content/text_to_entries.py

@@ -1,21 +1,19 @@
-# Standard Packages
-from abc import ABC, abstractmethod
 import hashlib
-from itertools import repeat
 import logging
 import uuid
+from abc import ABC, abstractmethod
+from itertools import repeat
+from typing import Any, Callable, List, Set, Tuple
+
 from tqdm import tqdm
-from typing import Callable, List, Tuple, Set, Any
-from khoj.utils import state
-from khoj.utils.helpers import is_none_or_empty, timer, batcher
 
-
-# Internal Packages
-from khoj.utils.rawconfig import Entry
-from khoj.search_filter.date_filter import DateFilter
-from khoj.database.models import KhojUser, Entry as DbEntry, EntryDates
 from khoj.database.adapters import EntryAdapters, get_user_search_model_or_default
-
+from khoj.database.models import Entry as DbEntry
+from khoj.database.models import EntryDates, KhojUser
+from khoj.search_filter.date_filter import DateFilter
+from khoj.utils import state
+from khoj.utils.helpers import batcher, is_none_or_empty, timer
+from khoj.utils.rawconfig import Entry
 
 logger = logging.getLogger(__name__)
 

src/khoj/processor/conversation/offline/chat_model.py

@@ -1,14 +1,17 @@
-from typing import Iterator, Union, List, Any
-from datetime import datetime
 import logging
+from datetime import datetime
 from threading import Thread
+from typing import Any, Iterator, List, Union
 
 from langchain.schema import ChatMessage
 
-from khoj.processor.conversation.utils import ThreadedGenerator, generate_chatml_messages_with_context
 from khoj.processor.conversation import prompts
-from khoj.utils.constants import empty_escape_sequences
+from khoj.processor.conversation.utils import (
+    ThreadedGenerator,
+    generate_chatml_messages_with_context,
+)
 from khoj.utils import state
+from khoj.utils.constants import empty_escape_sequences
 from khoj.utils.helpers import ConversationCommand, is_none_or_empty
 
 logger = logging.getLogger(__name__)

src/khoj/processor/conversation/offline/whisper.py

@@ -1,8 +1,6 @@
-# External Packages
-from asgiref.sync import sync_to_async
 import whisper
+from asgiref.sync import sync_to_async
 
-# Internal Packages
 from khoj.utils import state
 
 

src/khoj/processor/conversation/openai/gpt.py

@@ -1,23 +1,19 @@
-# Standard Packages
-import logging
 import json
+import logging
 from datetime import datetime, timedelta
 from typing import Optional
 
-# External Packages
 from langchain.schema import ChatMessage
 
-# Internal Packages
-from khoj.utils.constants import empty_escape_sequences
 from khoj.processor.conversation import prompts
 from khoj.processor.conversation.openai.utils import (
     chat_completion_with_backoff,
     completion_with_backoff,
 )
 from khoj.processor.conversation.utils import generate_chatml_messages_with_context
+from khoj.utils.constants import empty_escape_sequences
 from khoj.utils.helpers import ConversationCommand, is_none_or_empty
 
-
 logger = logging.getLogger(__name__)
 
 

src/khoj/processor/conversation/openai/utils.py

@@ -1,14 +1,12 @@
-# Standard Packages
-import os
 import logging
-from typing import Any
+import os
 from threading import Thread
+from typing import Any
 
-# External Packages
-from langchain.chat_models import ChatOpenAI
-from langchain.callbacks.streaming_stdout import StreamingStdOutCallbackHandler
-from langchain.callbacks.base import BaseCallbackManager
 import openai
+from langchain.callbacks.base import BaseCallbackManager
+from langchain.callbacks.streaming_stdout import StreamingStdOutCallbackHandler
+from langchain.chat_models import ChatOpenAI
 from tenacity import (
     before_sleep_log,
     retry,
@@ -18,10 +16,8 @@ from tenacity import (
     wait_random_exponential,
 )
 
-# Internal Packages
 from khoj.processor.conversation.utils import ThreadedGenerator
 
-
 logger = logging.getLogger(__name__)
 
 

src/khoj/processor/conversation/openai/whisper.py

@@ -1,7 +1,5 @@
-# Standard Packages
 from io import BufferedReader
 
-# External Packages
 from asgiref.sync import sync_to_async
 from openai import OpenAI
 

src/khoj/processor/conversation/prompts.py

@@ -1,7 +1,5 @@
-# External Packages
 from langchain.prompts import PromptTemplate
 
-
 ## Personality
 ## --
 personality = PromptTemplate.from_template(

src/khoj/processor/conversation/utils.py

@@ -1,22 +1,18 @@
-# Standard Packages
-import logging
-from time import perf_counter
 import json
-from datetime import datetime
+import logging
 import queue
+from datetime import datetime
+from time import perf_counter
 from typing import Any, Dict, List
-import tiktoken
 
-# External packages
+import tiktoken
 from langchain.schema import ChatMessage
 from transformers import AutoTokenizer
 
-# Internal Packages
 from khoj.database.adapters import ConversationAdapters
 from khoj.database.models import KhojUser
 from khoj.utils.helpers import merge_dicts
 
-
 logger = logging.getLogger(__name__)
 model_to_prompt_size = {
     "gpt-3.5-turbo": 4096,

src/khoj/processor/embeddings.py

@@ -1,6 +1,6 @@
 from typing import List
 
-from sentence_transformers import SentenceTransformer, CrossEncoder
+from sentence_transformers import CrossEncoder, SentenceTransformer
 from torch import nn
 
 from khoj.utils.helpers import get_device

src/khoj/processor/tools/online_search.py

@@ -1,7 +1,8 @@
-import requests
 import json
-import os
 import logging
+import os
+
+import requests
 
 from khoj.routers.helpers import generate_online_subqueries
 

src/khoj/routers/api.py

@@ -1,25 +1,26 @@
-# Standard Packages
 import concurrent.futures
 import json
 import logging
 import math
 import os
 import time
-from typing import Any, Dict, List, Optional, Union
 import uuid
+from typing import Any, Dict, List, Optional, Union
 
-# External Packages
-from fastapi import APIRouter, Depends, File, HTTPException, Request, UploadFile
 from asgiref.sync import sync_to_async
+from fastapi import APIRouter, Depends, File, HTTPException, Request, UploadFile
 from fastapi.requests import Request
 from fastapi.responses import Response, StreamingResponse
 from starlette.authentication import requires
 
-# Internal Packages
 from khoj.configure import configure_server
 from khoj.database import adapters
-from khoj.database.adapters import ConversationAdapters, EntryAdapters, get_user_search_model_or_default
-from khoj.database.models import ChatModelOptions, SpeechToTextModelOptions
+from khoj.database.adapters import (
+    ConversationAdapters,
+    EntryAdapters,
+    get_user_search_model_or_default,
+)
+from khoj.database.models import ChatModelOptions
 from khoj.database.models import Entry as DbEntry
 from khoj.database.models import (
     GithubConfig,
@@ -29,6 +30,7 @@ from khoj.database.models import (
     LocalPdfConfig,
     LocalPlaintextConfig,
     NotionConfig,
+    SpeechToTextModelOptions,
 )
 from khoj.processor.conversation.offline.chat_model import extract_questions_offline
 from khoj.processor.conversation.offline.whisper import transcribe_audio_offline
@@ -40,13 +42,13 @@ from khoj.processor.tools.online_search import search_with_google
 from khoj.routers.helpers import (
     ApiUserRateLimiter,
     CommonQueryParams,
+    ConversationCommandRateLimiter,
     agenerate_chat_response,
     get_conversation_command,
-    text_to_image,
     is_ready_to_chat,
+    text_to_image,
     update_telemetry_state,
     validate_conversation_config,
-    ConversationCommandRateLimiter,
 )
 from khoj.search_filter.date_filter import DateFilter
 from khoj.search_filter.file_filter import FileFilter
@@ -62,7 +64,13 @@ from khoj.utils.helpers import (
     is_none_or_empty,
     timer,
 )
-from khoj.utils.rawconfig import FullConfig, GithubContentConfig, NotionContentConfig, SearchConfig, SearchResponse
+from khoj.utils.rawconfig import (
+    FullConfig,
+    GithubContentConfig,
+    NotionContentConfig,
+    SearchConfig,
+    SearchResponse,
+)
 from khoj.utils.state import SearchType
 
 # Initialize Router

src/khoj/routers/api_beta.py

@@ -1,7 +1,5 @@
-# Standard Packages
 import logging
 
-# External Packages
 from fastapi import APIRouter
 
 # Initialize Router

src/khoj/routers/auth.py

@@ -1,26 +1,26 @@
-# Standard Packages
 import logging
 import os
 from typing import Optional
 
-# External Packages
+from authlib.integrations.starlette_client import OAuth, OAuthError
 from fastapi import APIRouter
+from google.auth.transport import requests as google_requests
+from google.oauth2 import id_token
+from starlette.authentication import requires
 from starlette.config import Config
 from starlette.requests import Request
 from starlette.responses import HTMLResponse, RedirectResponse, Response
-from starlette.authentication import requires
-from authlib.integrations.starlette_client import OAuth, OAuthError
 
-from google.oauth2 import id_token
-from google.auth.transport import requests as google_requests
-
-# Internal Packages
-from khoj.database.adapters import get_khoj_tokens, get_or_create_user, create_khoj_token, delete_khoj_token
+from khoj.database.adapters import (
+    create_khoj_token,
+    delete_khoj_token,
+    get_khoj_tokens,
+    get_or_create_user,
+)
 from khoj.database.models import KhojApiUser
 from khoj.routers.helpers import update_telemetry_state
 from khoj.utils import state
 
-
 logger = logging.getLogger(__name__)
 
 auth_router = APIRouter()

src/khoj/routers/helpers.py

@@ -1,4 +1,3 @@
-# Standard Packages
 import asyncio
 import json
 import logging
@@ -9,23 +8,26 @@ from functools import partial
 from time import time
 from typing import Annotated, Any, Dict, Iterator, List, Optional, Tuple, Union
 
-# External Packages
-from fastapi import Depends, Header, HTTPException, Request, UploadFile
 import openai
+from fastapi import Depends, Header, HTTPException, Request, UploadFile
 from starlette.authentication import has_required_scope
 
-# Internal Packages
 from khoj.database.adapters import ConversationAdapters, EntryAdapters
 from khoj.database.models import KhojUser, Subscription, TextToImageModelConfig
 from khoj.processor.conversation import prompts
-from khoj.processor.conversation.offline.chat_model import converse_offline, send_message_to_model_offline
+from khoj.processor.conversation.offline.chat_model import (
+    converse_offline,
+    send_message_to_model_offline,
+)
 from khoj.processor.conversation.openai.gpt import converse, send_message_to_model
-from khoj.processor.conversation.utils import ThreadedGenerator, save_to_conversation_log
+from khoj.processor.conversation.utils import (
+    ThreadedGenerator,
+    save_to_conversation_log,
+)
 from khoj.utils import state
 from khoj.utils.config import GPT4AllProcessorModel
 from khoj.utils.helpers import ConversationCommand, log_telemetry
 
-
 logger = logging.getLogger(__name__)
 
 executor = ThreadPoolExecutor(max_workers=1)

src/khoj/routers/indexer.py

@@ -2,7 +2,7 @@ import asyncio
 import logging
 from typing import Dict, Optional, Union
 
-from fastapi import APIRouter, Header, Request, Response, UploadFile, Depends
+from fastapi import APIRouter, Depends, Header, Request, Response, UploadFile
 from pydantic import BaseModel
 from starlette.authentication import requires
 
@@ -13,12 +13,11 @@ from khoj.processor.content.notion.notion_to_entries import NotionToEntries
 from khoj.processor.content.org_mode.org_to_entries import OrgToEntries
 from khoj.processor.content.pdf.pdf_to_entries import PdfToEntries
 from khoj.processor.content.plaintext.plaintext_to_entries import PlaintextToEntries
-from khoj.routers.helpers import update_telemetry_state
+from khoj.routers.helpers import ApiIndexedDataLimiter, update_telemetry_state
 from khoj.search_type import image_search, text_search
 from khoj.utils import constants, state
 from khoj.utils.config import ContentIndex, SearchModels
 from khoj.utils.helpers import LRU, get_file_type
-from khoj.routers.helpers import ApiIndexedDataLimiter
 from khoj.utils.rawconfig import ContentConfig, FullConfig, SearchConfig
 from khoj.utils.yaml import save_config_to_file_updated_state
 

src/khoj/routers/subscription.py

@@ -1,18 +1,14 @@
-# Standard Packages
-from datetime import datetime, timezone
 import logging
 import os
+from datetime import datetime, timezone
 
-# External Packages
+import stripe
 from asgiref.sync import sync_to_async
 from fastapi import APIRouter, Request
 from starlette.authentication import requires
-import stripe
 
-# Internal Packages
 from khoj.database import adapters
 
-
 # Stripe integration for Khoj Cloud Subscription
 stripe.api_key = os.getenv("STRIPE_API_KEY")
 endpoint_secret = os.getenv("STRIPE_SIGNING_SECRET")

src/khoj/routers/web_client.py

@@ -1,33 +1,30 @@
 # System Packages
 import json
-import os
 import math
+import os
 from datetime import timedelta
 
-# External Packages
-from fastapi import APIRouter
-from fastapi import Request
-from fastapi.responses import HTMLResponse, FileResponse, RedirectResponse
+from fastapi import APIRouter, Request
+from fastapi.responses import FileResponse, HTMLResponse, RedirectResponse
 from fastapi.templating import Jinja2Templates
-from starlette.authentication import requires, has_required_scope
+from starlette.authentication import has_required_scope, requires
+
 from khoj.database import adapters
+from khoj.database.adapters import (
+    ConversationAdapters,
+    EntryAdapters,
+    get_user_github_config,
+    get_user_notion_config,
+    get_user_subscription_state,
+)
 from khoj.database.models import KhojUser
+from khoj.utils import constants, state
 from khoj.utils.rawconfig import (
     GithubContentConfig,
     GithubRepoConfig,
     NotionContentConfig,
 )
 
-# Internal Packages
-from khoj.utils import constants, state
-from khoj.database.adapters import (
-    EntryAdapters,
-    get_user_github_config,
-    get_user_notion_config,
-    ConversationAdapters,
-    get_user_subscription_state,
-)
-
 # Initialize Router
 web_client = APIRouter()
 templates = Jinja2Templates(directory=constants.web_directory)

src/khoj/search_filter/base_filter.py

@@ -1,4 +1,3 @@
-# Standard Packages
 from abc import ABC, abstractmethod
 from typing import List
 

src/khoj/search_filter/date_filter.py

@@ -1,20 +1,16 @@
-# Standard Packages
-import re
 import logging
+import re
 from collections import defaultdict
-from datetime import timedelta, datetime
-from typing import List
-from dateutil.relativedelta import relativedelta
+from datetime import datetime, timedelta
 from math import inf
+from typing import List
 
-# External Packages
 import dateparser as dtparse
+from dateutil.relativedelta import relativedelta
 
-# Internal Packages
 from khoj.search_filter.base_filter import BaseFilter
 from khoj.utils.helpers import LRU, timer
 
-
 logger = logging.getLogger(__name__)
 
 

src/khoj/search_filter/file_filter.py

@@ -1,15 +1,12 @@
-# Standard Packages
-import re
 import fnmatch
 import logging
+import re
 from collections import defaultdict
 from typing import List
 
-# Internal Packages
 from khoj.search_filter.base_filter import BaseFilter
 from khoj.utils.helpers import LRU, timer
 
-
 logger = logging.getLogger(__name__)
 
 

src/khoj/search_filter/word_filter.py

@@ -1,14 +1,11 @@
-# Standard Packages
-import re
 import logging
+import re
 from collections import defaultdict
 from typing import List
 
-# Internal Packages
 from khoj.search_filter.base_filter import BaseFilter
 from khoj.utils.helpers import LRU
 
-
 logger = logging.getLogger(__name__)
 
 

src/khoj/search_type/image_search.py

@@ -1,25 +1,27 @@
-# Standard Packages
+import copy
 import glob
+import logging
 import math
 import pathlib
-import copy
 import shutil
-import logging
 from typing import List
 
-# External Packages
-from sentence_transformers import SentenceTransformer, util
-from PIL import Image
-from tqdm import trange
 import torch
+from PIL import Image
+from sentence_transformers import SentenceTransformer, util
+from tqdm import trange
 
-# Internal Packages
-from khoj.utils.helpers import get_absolute_path, get_from_dict, resolve_absolute_path, load_model, timer
 from khoj.utils.config import ImageContent, ImageSearchModel
+from khoj.utils.helpers import (
+    get_absolute_path,
+    get_from_dict,
+    load_model,
+    resolve_absolute_path,
+    timer,
+)
 from khoj.utils.models import BaseEncoder
 from khoj.utils.rawconfig import ImageContentConfig, ImageSearchConfig, SearchResponse
 
-
 # Create Logger
 logger = logging.getLogger(__name__)
 

src/khoj/search_type/text_search.py

@@ -1,26 +1,22 @@
-# Standard Packages
 import logging
 import math
 from pathlib import Path
 from typing import List, Tuple, Type, Union
 
-# External Packages
 import torch
+from asgiref.sync import sync_to_async
 from sentence_transformers import util
 
-from asgiref.sync import sync_to_async
-
-
-# Internal Packages
+from khoj.database.adapters import EntryAdapters, get_user_search_model_or_default
+from khoj.database.models import Entry as DbEntry
+from khoj.database.models import KhojUser
+from khoj.processor.content.text_to_entries import TextToEntries
 from khoj.utils import state
 from khoj.utils.helpers import get_absolute_path, timer
-from khoj.utils.models import BaseEncoder
-from khoj.utils.state import SearchType
-from khoj.utils.rawconfig import SearchResponse, Entry
 from khoj.utils.jsonl import load_jsonl
-from khoj.processor.content.text_to_entries import TextToEntries
-from khoj.database.adapters import EntryAdapters, get_user_search_model_or_default
-from khoj.database.models import KhojUser, Entry as DbEntry
+from khoj.utils.models import BaseEncoder
+from khoj.utils.rawconfig import Entry, SearchResponse
+from khoj.utils.state import SearchType
 
 logger = logging.getLogger(__name__)
 

src/khoj/utils/cli.py

@@ -1,21 +1,23 @@
-# Standard Packages
 import argparse
+import logging
+import os
 import pathlib
 from importlib.metadata import version
-import os
-import logging
 
 logger = logging.getLogger(__name__)
 
-# Internal Packages
+from khoj.migrations.migrate_offline_chat_default_model import (
+    migrate_offline_chat_default_model,
+)
+from khoj.migrations.migrate_offline_chat_schema import migrate_offline_chat_schema
+from khoj.migrations.migrate_offline_model import migrate_offline_model
+from khoj.migrations.migrate_processor_config_openai import (
+    migrate_processor_conversation_schema,
+)
+from khoj.migrations.migrate_server_pg import migrate_server_pg
+from khoj.migrations.migrate_version import migrate_config_to_version
 from khoj.utils.helpers import resolve_absolute_path
 from khoj.utils.yaml import parse_config_from_file
-from khoj.migrations.migrate_version import migrate_config_to_version
-from khoj.migrations.migrate_processor_config_openai import migrate_processor_conversation_schema
-from khoj.migrations.migrate_offline_model import migrate_offline_model
-from khoj.migrations.migrate_offline_chat_schema import migrate_offline_chat_schema
-from khoj.migrations.migrate_offline_chat_default_model import migrate_offline_chat_default_model
-from khoj.migrations.migrate_server_pg import migrate_server_pg
 
 
 def cli(args=None):

src/khoj/utils/config.py

@@ -1,24 +1,21 @@
 # System Packages
 from __future__ import annotations  # to avoid quoting type hints
 
-from enum import Enum
 import logging
-
 from dataclasses import dataclass
-from typing import TYPE_CHECKING, List, Optional, Union, Any
+from enum import Enum
+from typing import TYPE_CHECKING, Any, List, Optional, Union
 
-# External Packages
 import torch
 
-# Internal Packages
 from khoj.processor.conversation.offline.utils import download_model
 
-
 logger = logging.getLogger(__name__)
 
-# Internal Packages
+
 if TYPE_CHECKING:
     from sentence_transformers import CrossEncoder
+
     from khoj.utils.models import BaseEncoder
 
 

src/khoj/utils/fs_syncer.py

@@ -1,13 +1,19 @@
-import logging
 import glob
+import logging
 import os
 from typing import Optional
+
 from bs4 import BeautifulSoup
 
+from khoj.database.models import (
+    LocalMarkdownConfig,
+    LocalOrgConfig,
+    LocalPdfConfig,
+    LocalPlaintextConfig,
+)
+from khoj.utils.config import SearchType
 from khoj.utils.helpers import get_absolute_path, is_none_or_empty
 from khoj.utils.rawconfig import TextContentConfig
-from khoj.utils.config import SearchType
-from khoj.database.models import LocalMarkdownConfig, LocalOrgConfig, LocalPdfConfig, LocalPlaintextConfig
 
 logger = logging.getLogger(__name__)
 

src/khoj/utils/helpers.py

@@ -1,32 +1,29 @@
-# Standard Packages
 from __future__ import annotations  # to avoid quoting type hints
-from collections import OrderedDict
+
 import datetime
+import logging
+import os
+import platform
+import random
+import uuid
+from collections import OrderedDict
 from enum import Enum
 from importlib import import_module
 from importlib.metadata import version
 from itertools import islice
-import logging
 from os import path
-import os
 from pathlib import Path
-import platform
-import random
 from time import perf_counter
+from typing import TYPE_CHECKING, Optional, Union
+
 import torch
-from typing import Optional, Union, TYPE_CHECKING
-import uuid
 from asgiref.sync import sync_to_async
 
-# Internal Packages
 from khoj.utils import constants
 
-
 if TYPE_CHECKING:
-    # External Packages
-    from sentence_transformers import SentenceTransformer, CrossEncoder
+    from sentence_transformers import CrossEncoder, SentenceTransformer
 
-    # Internal Packages
     from khoj.utils.models import BaseEncoder
     from khoj.utils.rawconfig import AppConfig
 

src/khoj/utils/initialization.py

@@ -1,20 +1,17 @@
 import logging
 import os
 
+from khoj.database.adapters import ConversationAdapters
 from khoj.database.models import (
+    ChatModelOptions,
     KhojUser,
     OfflineChatProcessorConversationConfig,
     OpenAIProcessorConversationConfig,
-    ChatModelOptions,
     SpeechToTextModelOptions,
     TextToImageModelConfig,
 )
-
-from khoj.utils.constants import default_offline_chat_model, default_online_chat_model
 from khoj.processor.conversation.utils import model_to_prompt_size, model_to_tokenizer
-
-from khoj.database.adapters import ConversationAdapters
-
+from khoj.utils.constants import default_offline_chat_model, default_online_chat_model
 
 logger = logging.getLogger(__name__)
 

src/khoj/utils/jsonl.py

@@ -1,13 +1,10 @@
-# Standard Packages
-import json
 import gzip
+import json
 import logging
 
-# Internal Packages
 from khoj.utils.constants import empty_escape_sequences
 from khoj.utils.helpers import get_absolute_path
 
-
 logger = logging.getLogger(__name__)
 
 

src/khoj/utils/models.py

@@ -1,13 +1,10 @@
-# Standard Packages
 from abc import ABC, abstractmethod
 from typing import List
 
-# External Packages
 import openai
 import torch
 from tqdm import trange
 
-# Internal Packages
 from khoj.utils import state
 
 

src/khoj/utils/rawconfig.py

@@ -1,13 +1,11 @@
 # System Packages
 import json
-from pathlib import Path
-from typing import List, Dict, Optional
 import uuid
+from pathlib import Path
+from typing import Dict, List, Optional
 
-# External Packages
 from pydantic import BaseModel
 
-# Internal Packages
 from khoj.utils.helpers import to_snake_case_from_dash
 
 

src/khoj/utils/state.py

@@ -1,18 +1,15 @@
-# Standard Packages
-from collections import defaultdict
 import os
-from pathlib import Path
 import threading
-from typing import List, Dict
+from collections import defaultdict
+from pathlib import Path
+from typing import Dict, List
 
-# External Packages
 from openai import OpenAI
 from whisper import Whisper
 
-# Internal Packages
 from khoj.processor.embeddings import CrossEncoderModel, EmbeddingsModel
 from khoj.utils import config as utils_config
-from khoj.utils.config import ContentIndex, SearchModels, GPT4AllProcessorModel
+from khoj.utils.config import ContentIndex, GPT4AllProcessorModel, SearchModels
 from khoj.utils.helpers import LRU, get_device
 from khoj.utils.rawconfig import FullConfig
 

src/khoj/utils/yaml.py

@@ -1,13 +1,9 @@
-# Standard Packages
 from pathlib import Path
 
-# External Packages
 import yaml
 
-# Internal Packages
-from khoj.utils.rawconfig import FullConfig
 from khoj.utils import state
-
+from khoj.utils.rawconfig import FullConfig
 
 # Do not emit tags when dumping to YAML
 yaml.emitter.Emitter.process_tag = lambda self, *args, **kwargs: None  # type: ignore[assignment]

src/telemetry/telemetry.py

@@ -1,17 +1,13 @@
-# Standard Packages
 import argparse
 import logging
 import os
+import sqlite3
 from typing import Dict, List
 
-# External Packages
-from fastapi import FastAPI
-from fastapi import HTTPException
-from posthog import Posthog
-from dotenv import load_dotenv
-import sqlite3
 import uvicorn
-
+from dotenv import load_dotenv
+from fastapi import FastAPI, HTTPException
+from posthog import Posthog
 
 # Initialize Global App Variables
 app = FastAPI()

tests/conftest.py

@@ -1,4 +1,3 @@
-# External Packages
 import os
 from pathlib import Path
 
@@ -7,8 +6,11 @@ from fastapi import FastAPI
 from fastapi.staticfiles import StaticFiles
 from fastapi.testclient import TestClient
 
-# Internal Packages
-from khoj.configure import configure_middleware, configure_routes, configure_search_types
+from khoj.configure import (
+    configure_middleware,
+    configure_routes,
+    configure_search_types,
+)
 from khoj.database.models import (
     GithubConfig,
     GithubRepoConfig,
@@ -27,7 +29,12 @@ from khoj.utils import fs_syncer, state
 from khoj.utils.config import SearchModels
 from khoj.utils.constants import web_directory
 from khoj.utils.helpers import resolve_absolute_path
-from khoj.utils.rawconfig import ContentConfig, ImageContentConfig, ImageSearchConfig, SearchConfig
+from khoj.utils.rawconfig import (
+    ContentConfig,
+    ImageContentConfig,
+    ImageSearchConfig,
+    SearchConfig,
+)
 from tests.helpers import (
     ChatModelOptionsFactory,
     OfflineChatProcessorConversationConfigFactory,

tests/helpers.py

@@ -1,16 +1,17 @@
-import factory
 import os
 
+import factory
+
 from khoj.database.models import (
-    KhojUser,
-    KhojApiUser,
     ChatModelOptions,
+    Conversation,
+    KhojApiUser,
+    KhojUser,
     OfflineChatProcessorConversationConfig,
     OpenAIProcessorConversationConfig,
     SearchModelConfig,
-    UserConversationConfig,
-    Conversation,
     Subscription,
+    UserConversationConfig,
 )
 
 

tests/test_cli.py

@@ -2,7 +2,6 @@
 from pathlib import Path
 from random import random
 
-# Internal Packages
 from khoj.utils.cli import cli
 from khoj.utils.helpers import resolve_absolute_path
 

tests/test_client.py

@@ -4,12 +4,9 @@ from urllib.parse import quote
 
 import pytest
 from fastapi import FastAPI
-
-# External Packages
 from fastapi.testclient import TestClient
 from PIL import Image
 
-# Internal Packages
 from khoj.configure import configure_routes, configure_search_types
 from khoj.database.adapters import EntryAdapters
 from khoj.database.models import KhojApiUser, KhojUser

tests/test_conversation_utils.py

@@ -1,7 +1,8 @@
-from khoj.processor.conversation import utils
-from langchain.schema import ChatMessage
 import factory
 import tiktoken
+from langchain.schema import ChatMessage
+
+from khoj.processor.conversation import utils
 
 
 class ChatMessageFactory(factory.Factory):

tests/test_date_filter.py

@@ -1,11 +1,8 @@
-# Standard Packages
 import re
 from datetime import datetime
 
-# External Packages
 import pytest
 
-# Internal Packages
 from khoj.search_filter.date_filter import DateFilter
 
 

tests/test_gpt4all_chat_actors.py

@@ -1,7 +1,5 @@
-# Standard Packages
 from datetime import datetime
 
-# External Packages
 import pytest
 
 SKIP_TESTS = True
@@ -18,10 +16,13 @@ try:
 except ModuleNotFoundError as e:
     print("There was an error importing GPT4All. Please run pip install gpt4all in order to install it.")
 
-# Internal Packages
-from khoj.processor.conversation.offline.chat_model import converse_offline, extract_questions_offline, filter_questions
-from khoj.processor.conversation.offline.utils import download_model
 
+from khoj.processor.conversation.offline.chat_model import (
+    converse_offline,
+    extract_questions_offline,
+    filter_questions,
+)
+from khoj.processor.conversation.offline.utils import download_model
 from khoj.processor.conversation.utils import message_to_log
 
 MODEL_NAME = "mistral-7b-instruct-v0.1.Q4_0.gguf"

tests/test_gpt4all_chat_director.py

@@ -1,13 +1,10 @@
-# Standard Packages
 import urllib.parse
 from urllib.parse import quote
 
-# External Packages
 import pytest
-from freezegun import freeze_time
 from faker import Faker
+from freezegun import freeze_time
 
-# Internal Packages
 from khoj.processor.conversation import prompts
 from khoj.processor.conversation.utils import message_to_log
 from tests.helpers import ConversationFactory

tests/test_helpers.py

@@ -1,13 +1,10 @@
-# Standard Packages
-import numpy as np
-import psutil
-from scipy.stats import linregress
 import secrets
 
-# External Packages
+import numpy as np
+import psutil
 import pytest
+from scipy.stats import linregress
 
-# Internal Packages
 from khoj.processor.embeddings import EmbeddingsModel
 from khoj.utils import helpers
 

tests/test_image_search.py

@@ -1,18 +1,16 @@
 # Standard Modules
 import logging
 from pathlib import Path
+
+import pytest
 from PIL import Image
 
-# External Packages
-import pytest
-from khoj.utils.config import SearchModels
-
-# Internal Packages
-from khoj.utils.state import content_index, search_models
-from khoj.utils.constants import web_directory
 from khoj.search_type import image_search
+from khoj.utils.config import SearchModels
+from khoj.utils.constants import web_directory
 from khoj.utils.helpers import resolve_absolute_path
 from khoj.utils.rawconfig import ContentConfig, SearchConfig
+from khoj.utils.state import content_index, search_models
 
 
 # Test

tests/test_markdown_to_entries.py

@@ -1,9 +1,7 @@
-# Standard Packages
 import json
-from pathlib import Path
 import os
+from pathlib import Path
 
-# Internal Packages
 from khoj.processor.content.markdown.markdown_to_entries import MarkdownToEntries
 from khoj.utils.fs_syncer import get_markdown_files
 from khoj.utils.rawconfig import TextContentConfig

tests/test_multiple_users.py

@@ -1,13 +1,10 @@
 # Standard Modules
 from urllib.parse import quote
 
-# External Packages
 import pytest
 
 from khoj.database.models import KhojApiUser, KhojUser
 from khoj.processor.content.org_mode.org_to_entries import OrgToEntries
-
-# Internal Packages
 from khoj.search_type import text_search
 
 

tests/test_openai_chat_actors.py

@@ -1,17 +1,13 @@
-# Standard Packages
 import os
 from datetime import datetime
 
-# External Packages
-import pytest
 import freezegun
+import pytest
 from freezegun import freeze_time
 
-# Internal Packages
 from khoj.processor.conversation.openai.gpt import converse, extract_questions
 from khoj.processor.conversation.utils import message_to_log
 
-
 # Initialize variables for tests
 api_key = os.getenv("OPENAI_API_KEY")
 if api_key is None:

tests/test_openai_chat_director.py

@@ -1,17 +1,14 @@
-# Standard Packages
 import os
 import urllib.parse
 from urllib.parse import quote
 
-# External Packages
 import pytest
 from freezegun import freeze_time
-from khoj.processor.conversation import prompts
 
-# Internal Packages
+from khoj.database.models import KhojUser
+from khoj.processor.conversation import prompts
 from khoj.processor.conversation.utils import message_to_log
 from tests.helpers import ConversationFactory
-from khoj.database.models import KhojUser
 
 # Initialize variables for tests
 api_key = os.getenv("OPENAI_API_KEY")

tests/test_org_to_entries.py

@@ -1,14 +1,11 @@
-# Standard Packages
 import json
 import os
 
-# Internal Packages
 from khoj.processor.content.org_mode.org_to_entries import OrgToEntries
 from khoj.processor.content.text_to_entries import TextToEntries
-from khoj.utils.helpers import is_none_or_empty
-from khoj.utils.rawconfig import Entry
 from khoj.utils.fs_syncer import get_org_files
-from khoj.utils.rawconfig import TextContentConfig
+from khoj.utils.helpers import is_none_or_empty
+from khoj.utils.rawconfig import Entry, TextContentConfig
 
 
 def test_configure_heading_entry_to_jsonl(tmp_path):

tests/test_orgnode.py

@@ -1,7 +1,5 @@
-# Standard Packages
 import datetime
 
-# Internal Packages
 from khoj.processor.content.org_mode import orgnode
 
 

tests/test_pdf_to_entries.py

@@ -1,10 +1,7 @@
-# Standard Packages
 import json
 import os
 
-# Internal Packages
 from khoj.processor.content.pdf.pdf_to_entries import PdfToEntries
-
 from khoj.utils.fs_syncer import get_pdf_files
 from khoj.utils.rawconfig import TextContentConfig
 

tests/test_plaintext_to_entries.py

@@ -1,12 +1,9 @@
-# Standard Packages
 import json
 import os
 from pathlib import Path
 
 from khoj.database.models import KhojUser, LocalPlaintextConfig
 from khoj.processor.content.plaintext.plaintext_to_entries import PlaintextToEntries
-
-# Internal Packages
 from khoj.utils.fs_syncer import get_plaintext_files
 from khoj.utils.rawconfig import TextContentConfig
 

tests/test_rawconfig.py

@@ -1,8 +1,6 @@
-# External Packages
 import pytest
 
-# Internal Packages
-from khoj.utils.rawconfig import TextContentConfig, ImageContentConfig
+from khoj.utils.rawconfig import ImageContentConfig, TextContentConfig
 
 
 # Test

tests/test_text_search.py

@@ -4,14 +4,11 @@ import logging
 import os
 from pathlib import Path
 
-# External Packages
 import pytest
 
 from khoj.database.models import Entry, GithubConfig, KhojUser, LocalOrgConfig
 from khoj.processor.content.github.github_to_entries import GithubToEntries
 from khoj.processor.content.org_mode.org_to_entries import OrgToEntries
-
-# Internal Packages
 from khoj.search_type import text_search
 from khoj.utils.fs_syncer import collect_files, get_org_files
 from khoj.utils.rawconfig import ContentConfig, SearchConfig