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Merge branch 'main' into feat/new-login

Browse Source 
* main: (141 commits)
  fix(workflow/hooks/use-shortcuts): resolve issue of copy shortcut not working in workflow debug and preview panel (#8249)
  chore: cleanup pycodestyle E rules (#8269)
  let claude models in bedrock support the response_format parameter (#8220)
  enhance: improve empty data display for detail panel (#8266)
  chore: remove useless code (#8198)
  chore: apply pep8-naming rules for naming convention (#8261)
  fix:ollama text embedding 500 error (#8252)
  Update Gitlab query field, add query by path (#8244)
  editor can also create api key (#8214)
  fix: upload img icon mis-align in the chat input area (#8263)
  fix: truthy value (#8208)
  fix(workflow): IF-ELSE nodes connected to the same subsequent node cause execution to stop (#8247)
  fix: workflow parallel limit in ifelse node (#8242)
  fix: CHECK_UPDATE_URL comment (#8235)
  fix:error when adding the ollama embedding model (#8236)
  fix: improving the regionalization of translation (#8231)
  feat: add from_variable_selector for stream chunk / message event (#8228)
  fix(workflow): answers are output simultaneously across different braches in the question classifier node. (#8225)
  fix(workflow): in multi-parallel execution with multiple conditional branches (#8221)
  fix(docker/docker-compose.yaml): Set default value for `REDIS_SENTINEL_SOCKET_TIMEOUT` and `CELERY_SENTINEL_SOCKET_TIMEOUT` (#8218)
  ...
This commit is contained in:
Joe
2024-09-12 11:31:17 +08:00
parent 8c2f381d1a ec57922bb6
commit b6abd5b314
1434 changed files with 48870 additions and 31088 deletions
Download Patch File Download Diff File Expand all files Collapse all files

2
api/controllers/console/apikey.py
View File

@ -57,7 +57,7 @@ class BaseApiKeyListResource(Resource):
def post(self, resource_id):
resource_id = str(resource_id)
_get_resource(resource_id, current_user.current_tenant_id, self.resource_model)
if not current_user.is_admin_or_owner:
if not current_user.is_editor:
raise Forbidden()
current_key_count = (

1
api/controllers/console/app/app.py
View File

@ -174,6 +174,7 @@ class AppApi(Resource):
parser.add_argument("icon", type=str, location="json")
parser.add_argument("icon_background", type=str, location="json")
parser.add_argument("max_active_requests", type=int, location="json")
parser.add_argument("use_icon_as_answer_icon", type=bool, location="json")
args = parser.parse_args()
app_service = AppService()

22
api/controllers/console/app/conversation.py
View File

@ -20,7 +20,7 @@ from fields.conversation_fields import (
conversation_pagination_fields,
conversation_with_summary_pagination_fields,
)
from libs.helper import datetime_string
from libs.helper import DatetimeString
from libs.login import login_required
from models.model import AppMode, Conversation, EndUser, Message, MessageAnnotation
@ -36,8 +36,8 @@ class CompletionConversationApi(Resource):
raise Forbidden()
parser = reqparse.RequestParser()
parser.add_argument("keyword", type=str, location="args")
parser.add_argument("start", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument(
"annotation_status", type=str, choices=["annotated", "not_annotated", "all"], default="all", location="args"
)
@ -143,8 +143,8 @@ class ChatConversationApi(Resource):
raise Forbidden()
parser = reqparse.RequestParser()
parser.add_argument("keyword", type=str, location="args")
parser.add_argument("start", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument(
"annotation_status", type=str, choices=["annotated", "not_annotated", "all"], default="all", location="args"
)
@ -201,7 +201,11 @@ class ChatConversationApi(Resource):
start_datetime_timezone = timezone.localize(start_datetime)
start_datetime_utc = start_datetime_timezone.astimezone(utc_timezone)
query = query.where(Conversation.created_at >= start_datetime_utc)
match args["sort_by"]:
case "updated_at" | "-updated_at":
query = query.where(Conversation.updated_at >= start_datetime_utc)
case "created_at" | "-created_at" | _:
query = query.where(Conversation.created_at >= start_datetime_utc)
if args["end"]:
end_datetime = datetime.strptime(args["end"], "%Y-%m-%d %H:%M")
@ -210,7 +214,11 @@ class ChatConversationApi(Resource):
end_datetime_timezone = timezone.localize(end_datetime)
end_datetime_utc = end_datetime_timezone.astimezone(utc_timezone)
query = query.where(Conversation.created_at < end_datetime_utc)
match args["sort_by"]:
case "updated_at" | "-updated_at":
query = query.where(Conversation.updated_at <= end_datetime_utc)
case "created_at" | "-created_at" | _:
query = query.where(Conversation.created_at <= end_datetime_utc)
if args["annotation_status"] == "annotated":
query = query.options(joinedload(Conversation.message_annotations)).join(

2
api/controllers/console/app/site.py
View File

@ -34,6 +34,7 @@ def parse_app_site_args():
)
parser.add_argument("prompt_public", type=bool, required=False, location="json")
parser.add_argument("show_workflow_steps", type=bool, required=False, location="json")
parser.add_argument("use_icon_as_answer_icon", type=bool, required=False, location="json")
return parser.parse_args()
@ -68,6 +69,7 @@ class AppSite(Resource):
"customize_token_strategy",
"prompt_public",
"show_workflow_steps",
"use_icon_as_answer_icon",
]:
value = args.get(attr_name)
if value is not None:

34
api/controllers/console/app/statistic.py
View File

@ -11,7 +11,7 @@ from controllers.console.app.wraps import get_app_model
from controllers.console.setup import setup_required
from controllers.console.wraps import account_initialization_required
from extensions.ext_database import db
from libs.helper import datetime_string
from libs.helper import DatetimeString
from libs.login import login_required
from models.model import AppMode
@ -25,8 +25,8 @@ class DailyMessageStatistic(Resource):
account = current_user
parser = reqparse.RequestParser()
parser.add_argument("start", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
args = parser.parse_args()
sql_query = """
@ -79,8 +79,8 @@ class DailyConversationStatistic(Resource):
account = current_user
parser = reqparse.RequestParser()
parser.add_argument("start", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
args = parser.parse_args()
sql_query = """
@ -133,8 +133,8 @@ class DailyTerminalsStatistic(Resource):
account = current_user
parser = reqparse.RequestParser()
parser.add_argument("start", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
args = parser.parse_args()
sql_query = """
@ -187,8 +187,8 @@ class DailyTokenCostStatistic(Resource):
account = current_user
parser = reqparse.RequestParser()
parser.add_argument("start", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
args = parser.parse_args()
sql_query = """
@ -245,8 +245,8 @@ class AverageSessionInteractionStatistic(Resource):
account = current_user
parser = reqparse.RequestParser()
parser.add_argument("start", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
args = parser.parse_args()
sql_query = """SELECT date(DATE_TRUNC('day', c.created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,
@ -307,8 +307,8 @@ class UserSatisfactionRateStatistic(Resource):
account = current_user
parser = reqparse.RequestParser()
parser.add_argument("start", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
args = parser.parse_args()
sql_query = """
@ -369,8 +369,8 @@ class AverageResponseTimeStatistic(Resource):
account = current_user
parser = reqparse.RequestParser()
parser.add_argument("start", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
args = parser.parse_args()
sql_query = """
@ -425,8 +425,8 @@ class TokensPerSecondStatistic(Resource):
account = current_user
parser = reqparse.RequestParser()
parser.add_argument("start", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
args = parser.parse_args()
sql_query = """SELECT date(DATE_TRUNC('day', created_at AT TIME ZONE 'UTC' AT TIME ZONE :tz )) AS date,

18
api/controllers/console/app/workflow_statistic.py
View File

@ -11,7 +11,7 @@ from controllers.console.app.wraps import get_app_model
from controllers.console.setup import setup_required
from controllers.console.wraps import account_initialization_required
from extensions.ext_database import db
from libs.helper import datetime_string
from libs.helper import DatetimeString
from libs.login import login_required
from models.model import AppMode
from models.workflow import WorkflowRunTriggeredFrom
@ -26,8 +26,8 @@ class WorkflowDailyRunsStatistic(Resource):
account = current_user
parser = reqparse.RequestParser()
parser.add_argument("start", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
args = parser.parse_args()
sql_query = """
@ -86,8 +86,8 @@ class WorkflowDailyTerminalsStatistic(Resource):
account = current_user
parser = reqparse.RequestParser()
parser.add_argument("start", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
args = parser.parse_args()
sql_query = """
@ -146,8 +146,8 @@ class WorkflowDailyTokenCostStatistic(Resource):
account = current_user
parser = reqparse.RequestParser()
parser.add_argument("start", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
args = parser.parse_args()
sql_query = """
@ -213,8 +213,8 @@ class WorkflowAverageAppInteractionStatistic(Resource):
account = current_user
parser = reqparse.RequestParser()
parser.add_argument("start", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=datetime_string("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("start", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
parser.add_argument("end", type=DatetimeString("%Y-%m-%d %H:%M"), location="args")
args = parser.parse_args()
sql_query = """

6
api/controllers/console/auth/activate.py
View File

@ -7,7 +7,8 @@ from constants.languages import supported_language
from controllers.console import api
from controllers.console.error import AlreadyActivateError
from extensions.ext_database import db
from libs.helper import email, get_remote_ip, str_len, timezone
from libs.helper import StrLen, email, get_remote_ip, timezone
from libs.password import valid_password
from models.account import AccountStatus, Tenant
from services.account_service import AccountService, RegisterService
@ -45,7 +46,8 @@ class ActivateApi(Resource):
parser.add_argument("workspace_id", type=str, required=False, nullable=True, location="json")
parser.add_argument("email", type=email, required=False, nullable=True, location="json")
parser.add_argument("token", type=str, required=True, nullable=False, location="json")
parser.add_argument("name", type=str_len(30), required=True, nullable=False, location="json")
parser.add_argument("name", type=StrLen(30), required=True, nullable=False, location="json")
parser.add_argument("password", type=valid_password, required=True, nullable=False, location="json")
parser.add_argument(
"interface_language", type=supported_language, required=True, nullable=False, location="json"
)

3
api/controllers/console/datasets/datasets.py
View File

@ -18,7 +18,7 @@ from core.model_runtime.entities.model_entities import ModelType
from core.provider_manager import ProviderManager
from core.rag.datasource.vdb.vector_type import VectorType
from core.rag.extractor.entity.extract_setting import ExtractSetting
from core.rag.retrieval.retrival_methods import RetrievalMethod
from core.rag.retrieval.retrieval_methods import RetrievalMethod
from extensions.ext_database import db
from fields.app_fields import related_app_list
from fields.dataset_fields import dataset_detail_fields, dataset_query_detail_fields
@ -122,6 +122,7 @@ class DatasetListApi(Resource):
name=args["name"],
indexing_technique=args["indexing_technique"],
account=current_user,
permission=DatasetPermissionEnum.ONLY_ME,
)
except services.errors.dataset.DatasetNameDuplicateError:
raise DatasetNameDuplicateError()

4
api/controllers/console/datasets/datasets_document.py
View File

@ -302,6 +302,8 @@ class DatasetInitApi(Resource):
"doc_language", type=str, default="English", required=False, nullable=False, location="json"
)
parser.add_argument("retrieval_model", type=dict, required=False, nullable=False, location="json")
parser.add_argument("embedding_model", type=str, required=False, nullable=True, location="json")
parser.add_argument("embedding_model_provider", type=str, required=False, nullable=True, location="json")
args = parser.parse_args()
# The role of the current user in the ta table must be admin, owner, or editor, or dataset_operator
@ -309,6 +311,8 @@ class DatasetInitApi(Resource):
raise Forbidden()
if args["indexing_technique"] == "high_quality":
if args["embedding_model"] is None or args["embedding_model_provider"] is None:
raise ValueError("embedding model and embedding model provider are required for high quality indexing.")
try:
model_manager = ModelManager()
model_manager.get_default_model_instance(

2
api/controllers/console/datasets/file.py
View File

@ -39,7 +39,7 @@ class FileApi(Resource):
@login_required
@account_initialization_required
@marshal_with(file_fields)
@cloud_edition_billing_resource_check(resource="documents")
@cloud_edition_billing_resource_check("documents")
def post(self):
# get file from request
file = request.files["file"]

1
api/controllers/console/explore/installed_app.py
View File

@ -35,6 +35,7 @@ class InstalledAppsListApi(Resource):
"uninstallable": current_tenant_id == installed_app.app_owner_tenant_id,
}
for installed_app in installed_apps
if installed_app.app is not None
]
installed_apps.sort(
key=lambda app: (

4
api/controllers/console/init_validate.py
View File

@ -4,7 +4,7 @@ from flask import session
from flask_restful import Resource, reqparse
from configs import dify_config
from libs.helper import str_len
from libs.helper import StrLen
from models.model import DifySetup
from services.account_service import TenantService
@ -28,7 +28,7 @@ class InitValidateAPI(Resource):
raise AlreadySetupError()
parser = reqparse.RequestParser()
parser.add_argument("password", type=str_len(30), required=True, location="json")
parser.add_argument("password", type=StrLen(30), required=True, location="json")
input_password = parser.parse_args()["password"]
if input_password != os.environ.get("INIT_PASSWORD"):

4
api/controllers/console/setup.py
View File

@ -4,7 +4,7 @@ from flask import request
from flask_restful import Resource, reqparse
from configs import dify_config
from libs.helper import email, get_remote_ip, str_len
from libs.helper import StrLen, email, get_remote_ip
from libs.password import valid_password
from models.model import DifySetup
from services.account_service import RegisterService, TenantService
@ -40,7 +40,7 @@ class SetupApi(Resource):
parser = reqparse.RequestParser()
parser.add_argument("email", type=email, required=True, location="json")
parser.add_argument("name", type=str_len(30), required=True, location="json")
parser.add_argument("name", type=StrLen(30), required=True, location="json")
parser.add_argument("password", type=valid_password, required=True, location="json")
args = parser.parse_args()

2
api/controllers/console/tag/tags.py
View File

@ -13,7 +13,7 @@ from services.tag_service import TagService
def _validate_name(name):
if not name or len(name) < 1 or len(name) > 40:
if not name or len(name) < 1 or len(name) > 50:
raise ValueError("Name must be between 1 to 50 characters.")
return name

26
api/controllers/console/wraps.py
View File

@ -46,9 +46,7 @@ def only_edition_self_hosted(view):
return decorated
def cloud_edition_billing_resource_check(
resource: str, error_msg: str = "You have reached the limit of your subscription."
):
def cloud_edition_billing_resource_check(resource: str):
def interceptor(view):
@wraps(view)
def decorated(*args, **kwargs):
@ -60,22 +58,22 @@ def cloud_edition_billing_resource_check(
documents_upload_quota = features.documents_upload_quota
annotation_quota_limit = features.annotation_quota_limit
if resource == "members" and 0 < members.limit <= members.size:
abort(403, error_msg)
abort(403, "The number of members has reached the limit of your subscription.")
elif resource == "apps" and 0 < apps.limit <= apps.size:
abort(403, error_msg)
abort(403, "The number of apps has reached the limit of your subscription.")
elif resource == "vector_space" and 0 < vector_space.limit <= vector_space.size:
abort(403, error_msg)
abort(403, "The capacity of the vector space has reached the limit of your subscription.")
elif resource == "documents" and 0 < documents_upload_quota.limit <= documents_upload_quota.size:
# The api of file upload is used in the multiple places, so we need to check the source of the request from datasets
source = request.args.get("source")
if source == "datasets":
abort(403, error_msg)
abort(403, "The number of documents has reached the limit of your subscription.")
else:
return view(*args, **kwargs)
elif resource == "workspace_custom" and not features.can_replace_logo:
abort(403, error_msg)
abort(403, "The workspace custom feature has reached the limit of your subscription.")
elif resource == "annotation" and 0 < annotation_quota_limit.limit < annotation_quota_limit.size:
abort(403, error_msg)
abort(403, "The annotation quota has reached the limit of your subscription.")
else:
return view(*args, **kwargs)
@ -86,10 +84,7 @@ def cloud_edition_billing_resource_check(
return interceptor
def cloud_edition_billing_knowledge_limit_check(
resource: str,
error_msg: str = "To unlock this feature and elevate your Dify experience, please upgrade to a paid plan.",
):
def cloud_edition_billing_knowledge_limit_check(resource: str):
def interceptor(view):
@wraps(view)
def decorated(*args, **kwargs):
@ -97,7 +92,10 @@ def cloud_edition_billing_knowledge_limit_check(
if features.billing.enabled:
if resource == "add_segment":
if features.billing.subscription.plan == "sandbox":
abort(403, error_msg)
abort(
403,
"To unlock this feature and elevate your Dify experience, please upgrade to a paid plan.",
)
else:
return view(*args, **kwargs)

6
api/controllers/service_api/dataset/segment.py
View File

@ -36,6 +36,10 @@ class SegmentApi(DatasetApiResource):
document = DocumentService.get_document(dataset.id, document_id)
if not document:
raise NotFound("Document not found.")
if document.indexing_status != "completed":
raise NotFound("Document is not completed.")
if not document.enabled:
raise NotFound("Document is disabled.")
# check embedding model setting
if dataset.indexing_technique == "high_quality":
try:
@ -63,7 +67,7 @@ class SegmentApi(DatasetApiResource):
segments = SegmentService.multi_create_segment(args["segments"], document, dataset)
return {"data": marshal(segments, segment_fields), "doc_form": document.doc_form}, 200
else:
return {"error": "Segemtns is required"}, 400
return {"error": "Segments is required"}, 400
def get(self, tenant_id, dataset_id, document_id):
"""Create single segment."""

22
api/controllers/service_api/wraps.py
View File

@ -83,9 +83,7 @@ def validate_app_token(view: Optional[Callable] = None, *, fetch_user_arg: Optio
return decorator(view)
def cloud_edition_billing_resource_check(
resource: str, api_token_type: str, error_msg: str = "You have reached the limit of your subscription."
):
def cloud_edition_billing_resource_check(resource: str, api_token_type: str):
def interceptor(view):
def decorated(*args, **kwargs):
api_token = validate_and_get_api_token(api_token_type)
@ -98,13 +96,13 @@ def cloud_edition_billing_resource_check(
documents_upload_quota = features.documents_upload_quota
if resource == "members" and 0 < members.limit <= members.size:
raise Forbidden(error_msg)
raise Forbidden("The number of members has reached the limit of your subscription.")
elif resource == "apps" and 0 < apps.limit <= apps.size:
raise Forbidden(error_msg)
raise Forbidden("The number of apps has reached the limit of your subscription.")
elif resource == "vector_space" and 0 < vector_space.limit <= vector_space.size:
raise Forbidden(error_msg)
raise Forbidden("The capacity of the vector space has reached the limit of your subscription.")
elif resource == "documents" and 0 < documents_upload_quota.limit <= documents_upload_quota.size:
raise Forbidden(error_msg)
raise Forbidden("The number of documents has reached the limit of your subscription.")
else:
return view(*args, **kwargs)
@ -115,11 +113,7 @@ def cloud_edition_billing_resource_check(
return interceptor
def cloud_edition_billing_knowledge_limit_check(
resource: str,
api_token_type: str,
error_msg: str = "To unlock this feature and elevate your Dify experience, please upgrade to a paid plan.",
):
def cloud_edition_billing_knowledge_limit_check(resource: str, api_token_type: str):
def interceptor(view):
@wraps(view)
def decorated(*args, **kwargs):
@ -128,7 +122,9 @@ def cloud_edition_billing_knowledge_limit_check(
if features.billing.enabled:
if resource == "add_segment":
if features.billing.subscription.plan == "sandbox":
raise Forbidden(error_msg)
raise Forbidden(
"To unlock this feature and elevate your Dify experience, please upgrade to a paid plan."
)
else:
return view(*args, **kwargs)

1
api/controllers/web/site.py
View File

@ -39,6 +39,7 @@ class AppSiteApi(WebApiResource):
"default_language": fields.String,
"prompt_public": fields.Boolean,
"show_workflow_steps": fields.Boolean,
"use_icon_as_answer_icon": fields.Boolean,
}
app_fields = {