feat(api): Enhance multi modal support.

api/.env.example

@@ -233,6 +233,8 @@ VIKINGDB_SOCKET_TIMEOUT=30
 UPLOAD_FILE_SIZE_LIMIT=15
 UPLOAD_FILE_BATCH_LIMIT=5
 UPLOAD_IMAGE_FILE_SIZE_LIMIT=10
+UPLOAD_VIDEO_FILE_SIZE_LIMIT=100
+UPLOAD_AUDIO_FILE_SIZE_LIMIT=50
 
 # Model Configuration
 MULTIMODAL_SEND_IMAGE_FORMAT=base64
@@ -310,6 +312,7 @@ INDEXING_MAX_SEGMENTATION_TOKENS_LENGTH=1000
 WORKFLOW_MAX_EXECUTION_STEPS=500
 WORKFLOW_MAX_EXECUTION_TIME=1200
 WORKFLOW_CALL_MAX_DEPTH=5
+MAX_VARIABLE_SIZE=204800
 
 # App configuration
 APP_MAX_EXECUTION_TIME=1200

api/.vscode/launch.json.example

@@ -1,8 +1,15 @@
 {
     "version": "0.2.0",
+    "compounds": [
+        {
+            "name": "Launch Flask and Celery",
+            "configurations": ["Python: Flask", "Python: Celery"]
+        }
+    ],
     "configurations": [
         {
             "name": "Python: Flask",
+            "consoleName": "Flask",
             "type": "debugpy",
             "request": "launch",
             "python": "${workspaceFolder}/.venv/bin/python",
@@ -17,12 +24,12 @@
             },
             "args": [
                 "run",
-                "--host=0.0.0.0",
                 "--port=5001"
             ]
         },
         {
             "name": "Python: Celery",
+            "consoleName": "Celery",
             "type": "debugpy",
             "request": "launch",
             "python": "${workspaceFolder}/.venv/bin/python",
@@ -45,10 +52,10 @@
                 "-c",
                 "1",
                 "--loglevel",
-                "info",
+                "DEBUG",
                 "-Q",
                 "dataset,generation,mail,ops_trace,app_deletion"
             ]
-        },
+        }
     ]
-}
+}

api/app.py

@@ -118,7 +118,7 @@ def create_app() -> Flask:
 
     logging.basicConfig(
         level=app.config.get("LOG_LEVEL"),
-        format=app.config.get("LOG_FORMAT"),
+        format=app.config["LOG_FORMAT"],
         datefmt=app.config.get("LOG_DATEFORMAT"),
         handlers=log_handlers,
         force=True,
@@ -135,6 +135,7 @@ def create_app() -> Flask:
             return datetime.utcfromtimestamp(seconds).astimezone(timezone).timetuple()
 
         for handler in logging.root.handlers:
+            assert handler.formatter
             handler.formatter.converter = time_converter
     initialize_extensions(app)
     register_blueprints(app)

api/commands.py

@@ -19,7 +19,7 @@ from extensions.ext_redis import redis_client
 from libs.helper import email as email_validate
 from libs.password import hash_password, password_pattern, valid_password
 from libs.rsa import generate_key_pair
-from models.account import Tenant
+from models import Tenant
 from models.dataset import Dataset, DatasetCollectionBinding, DocumentSegment
 from models.dataset import Document as DatasetDocument
 from models.model import Account, App, AppAnnotationSetting, AppMode, Conversation, MessageAnnotation
@@ -457,14 +457,14 @@ def convert_to_agent_apps():
         # fetch first 1000 apps
         sql_query = """SELECT a.id AS id FROM apps a
             INNER JOIN app_model_configs am ON a.app_model_config_id=am.id
-            WHERE a.mode = 'chat' 
+            WHERE a.mode = 'chat'
-            AND am.agent_mode is not null 
+            AND am.agent_mode is not null
             AND (
-				am.agent_mode like '%"strategy": "function_call"%' 
+				am.agent_mode like '%"strategy": "function_call"%'
                 OR am.agent_mode  like '%"strategy": "react"%'
-			) 
+			)
             AND (
-				am.agent_mode like '{"enabled": true%' 
+				am.agent_mode like '{"enabled": true%'
                 OR am.agent_mode like '{"max_iteration": %'
 			) ORDER BY a.created_at DESC LIMIT 1000
         """

api/configs/feature/__init__.py

@@ -1,4 +1,4 @@
-from typing import Annotated, Optional
+from typing import Annotated, Literal, Optional
 
 from pydantic import AliasChoices, Field, HttpUrl, NegativeInt, NonNegativeInt, PositiveInt, computed_field
 from pydantic_settings import BaseSettings
@@ -11,11 +11,11 @@ class SecurityConfig(BaseSettings):
     Security-related configurations for the application
     """
 
-    SECRET_KEY: Optional[str] = Field(
+    SECRET_KEY: str = Field(
         description="Secret key for secure session cookie signing."
         "Make sure you are changing this key for your deployment with a strong key."
         "Generate a strong key using `openssl rand -base64 42` or set via the `SECRET_KEY` environment variable.",
-        default=None,
+        default="",
     )
 
     RESET_PASSWORD_TOKEN_EXPIRY_HOURS: PositiveInt = Field(
@@ -177,6 +177,16 @@ class FileUploadConfig(BaseSettings):
         default=10,
     )
 
+    UPLOAD_VIDEO_FILE_SIZE_LIMIT: NonNegativeInt = Field(
+        description="video file size limit in Megabytes for uploading files",
+        default=100,
+    )
+
+    UPLOAD_AUDIO_FILE_SIZE_LIMIT: NonNegativeInt = Field(
+        description="audio file size limit in Megabytes for uploading files",
+        default=50,
+    )
+
     BATCH_UPLOAD_LIMIT: NonNegativeInt = Field(
         description="Maximum number of files allowed in a batch upload operation",
         default=20,
@@ -355,8 +365,8 @@ class WorkflowConfig(BaseSettings):
     )
 
     MAX_VARIABLE_SIZE: PositiveInt = Field(
-        description="Maximum size in bytes for a single variable in workflows. Default to 5KB.",
+        description="Maximum size in bytes for a single variable in workflows. Default to 200 KB.",
-        default=5 * 1024,
+        default=200 * 1024,
     )
 
 
@@ -479,6 +489,7 @@ class RagEtlConfig(BaseSettings):
     Configuration for RAG ETL processes
     """
 
+    # TODO: This config is not only for rag etl, it is also for file upload, we should move it to file upload config
     ETL_TYPE: str = Field(
         description="RAG ETL type ('dify' or 'Unstructured'), default to 'dify'",
         default="dify",
@@ -540,7 +551,7 @@ class IndexingConfig(BaseSettings):
 
 
 class ImageFormatConfig(BaseSettings):
-    MULTIMODAL_SEND_IMAGE_FORMAT: str = Field(
+    MULTIMODAL_SEND_IMAGE_FORMAT: Literal["base64", "url"] = Field(
         description="Format for sending images in multimodal contexts ('base64' or 'url'), default is base64",
         default="base64",
     )

api/configs/packaging/__init__.py

@@ -9,7 +9,7 @@ class PackagingInfo(BaseSettings):
 
     CURRENT_VERSION: str = Field(
         description="Dify version",
-        default="0.9.1",
+        default="0.10.0-beta2",
     )
 
     COMMIT_SHA: str = Field(

api/constants/__init__.py

@@ -1,2 +1,21 @@
+from configs import dify_config
+
 HIDDEN_VALUE = "[__HIDDEN__]"
 UUID_NIL = "00000000-0000-0000-0000-000000000000"
+
+IMAGE_EXTENSIONS = ["jpg", "jpeg", "png", "webp", "gif", "svg"]
+IMAGE_EXTENSIONS.extend([ext.upper() for ext in IMAGE_EXTENSIONS])
+
+VIDEO_EXTENSIONS = ["mp4", "mov", "mpeg", "mpga"]
+VIDEO_EXTENSIONS.extend([ext.upper() for ext in VIDEO_EXTENSIONS])
+
+AUDIO_EXTENSIONS = ["mp3", "m4a", "wav", "webm", "amr"]
+AUDIO_EXTENSIONS.extend([ext.upper() for ext in AUDIO_EXTENSIONS])
+
+DOCUMENT_EXTENSIONS = ["txt", "markdown", "md", "pdf", "html", "htm", "xlsx", "xls", "docx", "csv"]
+DOCUMENT_EXTENSIONS.extend([ext.upper() for ext in DOCUMENT_EXTENSIONS])
+
+if dify_config.ETL_TYPE == "Unstructured":
+    DOCUMENT_EXTENSIONS = ["txt", "markdown", "md", "pdf", "html", "htm", "xlsx", "xls"]
+    DOCUMENT_EXTENSIONS.extend(("docx", "csv", "eml", "msg", "pptx", "ppt", "xml", "epub"))
+    DOCUMENT_EXTENSIONS.extend([ext.upper() for ext in DOCUMENT_EXTENSIONS])

api/contexts/__init__.py

@@ -1,7 +1,9 @@
 from contextvars import ContextVar
+from typing import TYPE_CHECKING
 
-from core.workflow.entities.variable_pool import VariablePool
+if TYPE_CHECKING:
+    from core.workflow.entities.variable_pool import VariablePool
 
 tenant_id: ContextVar[str] = ContextVar("tenant_id")
 
-workflow_variable_pool: ContextVar[VariablePool] = ContextVar("workflow_variable_pool")
+workflow_variable_pool: ContextVar["VariablePool"] = ContextVar("workflow_variable_pool")

api/controllers/console/app/conversation.py

@@ -22,7 +22,8 @@ from fields.conversation_fields import (
 )
 from libs.helper import DatetimeString
 from libs.login import login_required
-from models.model import AppMode, Conversation, EndUser, Message, MessageAnnotation
+from models import Conversation, EndUser, Message, MessageAnnotation
+from models.model import AppMode
 
 
 class CompletionConversationApi(Resource):

api/controllers/console/app/site.py

@@ -12,7 +12,7 @@ from controllers.console.wraps import account_initialization_required
 from extensions.ext_database import db
 from fields.app_fields import app_site_fields
 from libs.login import login_required
-from models.model import Site
+from models import Site
 
 
 def parse_app_site_args():

api/controllers/console/app/workflow.py

@@ -13,14 +13,14 @@ from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
 from core.app.apps.base_app_queue_manager import AppQueueManager
 from core.app.entities.app_invoke_entities import InvokeFrom
-from core.app.segments import factory
+from factories import variable_factory
-from core.errors.error import AppInvokeQuotaExceededError
 from fields.workflow_fields import workflow_fields
 from fields.workflow_run_fields import workflow_run_node_execution_fields
 from libs import helper
 from libs.helper import TimestampField, uuid_value
 from libs.login import current_user, login_required
-from models.model import App, AppMode
+from models import App
+from models.model import AppMode
 from services.app_dsl_service import AppDslService
 from services.app_generate_service import AppGenerateService
 from services.errors.app import WorkflowHashNotEqualError
@@ -101,9 +101,13 @@ class DraftWorkflowApi(Resource):
 
         try:
             environment_variables_list = args.get("environment_variables") or []
-            environment_variables = [factory.build_variable_from_mapping(obj) for obj in environment_variables_list]
+            environment_variables = [
+                variable_factory.build_variable_from_mapping(obj) for obj in environment_variables_list
+            ]
             conversation_variables_list = args.get("conversation_variables") or []
-            conversation_variables = [factory.build_variable_from_mapping(obj) for obj in conversation_variables_list]
+            conversation_variables = [
+                variable_factory.build_variable_from_mapping(obj) for obj in conversation_variables_list
+            ]
             workflow = workflow_service.sync_draft_workflow(
                 app_model=app_model,
                 graph=args["graph"],
@@ -273,17 +277,15 @@ class DraftWorkflowRunApi(Resource):
         parser.add_argument("files", type=list, required=False, location="json")
         args = parser.parse_args()
 
-        try:
+        response = AppGenerateService.generate(
-            response = AppGenerateService.generate(
+            app_model=app_model,
-                app_model=app_model, user=current_user, args=args, invoke_from=InvokeFrom.DEBUGGER, streaming=True
+            user=current_user,
-            )
+            args=args,
+            invoke_from=InvokeFrom.DEBUGGER,
+            streaming=True,
+        )
 
-            return helper.compact_generate_response(response)
+        return helper.compact_generate_response(response)
-        except (ValueError, AppInvokeQuotaExceededError) as e:
-            raise e
-        except Exception as e:
-            logging.exception("internal server error.")
-            raise InternalServerError()
 
 
 class WorkflowTaskStopApi(Resource):

api/controllers/console/app/workflow_app_log.py

@@ -7,7 +7,8 @@ from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required
 from fields.workflow_app_log_fields import workflow_app_log_pagination_fields
 from libs.login import login_required
-from models.model import App, AppMode
+from models import App
+from models.model import AppMode
 from services.workflow_app_service import WorkflowAppService
 
 

api/controllers/console/app/workflow_run.py

@@ -13,7 +13,8 @@ from fields.workflow_run_fields import (
 )
 from libs.helper import uuid_value
 from libs.login import login_required
-from models.model import App, AppMode
+from models import App
+from models.model import AppMode
 from services.workflow_run_service import WorkflowRunService
 
 

api/controllers/console/app/workflow_statistic.py

@@ -10,11 +10,11 @@ from controllers.console import api
 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 enums import WorkflowRunTriggeredFrom
 from extensions.ext_database import db
 from libs.helper import DatetimeString
 from libs.login import login_required
 from models.model import AppMode
-from models.workflow import WorkflowRunTriggeredFrom
 
 
 class WorkflowDailyRunsStatistic(Resource):

api/controllers/console/app/wraps.py

@@ -5,7 +5,8 @@ from typing import Optional, Union
 from controllers.console.app.error import AppNotFoundError
 from extensions.ext_database import db
 from libs.login import current_user
-from models.model import App, AppMode
+from models import App
+from models.model import AppMode
 
 
 def get_app_model(view: Optional[Callable] = None, *, mode: Union[AppMode, list[AppMode]] = None):

api/controllers/console/auth/forgot_password.py

@@ -15,7 +15,7 @@ from controllers.console.setup import setup_required
 from extensions.ext_database import db
 from libs.helper import email as email_validate
 from libs.password import hash_password, valid_password
-from models.account import Account
+from models import Account
 from services.account_service import AccountService
 from services.errors.account import RateLimitExceededError
 

api/controllers/console/auth/login.py

@@ -9,7 +9,7 @@ from controllers.console import api
 from controllers.console.setup import setup_required
 from libs.helper import email, extract_remote_ip
 from libs.password import valid_password
-from models.account import Account
+from models import Account
 from services.account_service import AccountService, TenantService
 
 

api/controllers/console/auth/oauth.py

@@ -11,7 +11,8 @@ from constants.languages import languages
 from extensions.ext_database import db
 from libs.helper import extract_remote_ip
 from libs.oauth import GitHubOAuth, GoogleOAuth, OAuthUserInfo
-from models.account import Account, AccountStatus
+from models import Account
+from models.account import AccountStatus
 from services.account_service import AccountService, RegisterService, TenantService
 
 from .. import api

api/controllers/console/datasets/data_source.py

@@ -15,8 +15,7 @@ from core.rag.extractor.notion_extractor import NotionExtractor
 from extensions.ext_database import db
 from fields.data_source_fields import integrate_list_fields, integrate_notion_info_list_fields
 from libs.login import login_required
-from models.dataset import Document
+from models import DataSourceOauthBinding, Document
-from models.source import DataSourceOauthBinding
 from services.dataset_service import DatasetService, DocumentService
 from tasks.document_indexing_sync_task import document_indexing_sync_task
 

api/controllers/console/datasets/datasets.py

@@ -24,8 +24,8 @@ from fields.app_fields import related_app_list
 from fields.dataset_fields import dataset_detail_fields, dataset_query_detail_fields
 from fields.document_fields import document_status_fields
 from libs.login import login_required
-from models.dataset import Dataset, DatasetPermissionEnum, Document, DocumentSegment
+from models import ApiToken, Dataset, Document, DocumentSegment, UploadFile
-from models.model import ApiToken, UploadFile
+from models.dataset import DatasetPermissionEnum
 from services.dataset_service import DatasetPermissionService, DatasetService, DocumentService
 
 

api/controllers/console/datasets/datasets_document.py

@@ -46,8 +46,7 @@ from fields.document_fields import (
     document_with_segments_fields,
 )
 from libs.login import login_required
-from models.dataset import Dataset, DatasetProcessRule, Document, DocumentSegment
+from models import Dataset, DatasetProcessRule, Document, DocumentSegment, UploadFile
-from models.model import UploadFile
 from services.dataset_service import DatasetService, DocumentService
 from tasks.add_document_to_index_task import add_document_to_index_task
 from tasks.remove_document_from_index_task import remove_document_from_index_task

api/controllers/console/datasets/datasets_segments.py

@@ -24,7 +24,7 @@ from extensions.ext_database import db
 from extensions.ext_redis import redis_client
 from fields.segment_fields import segment_fields
 from libs.login import login_required
-from models.dataset import DocumentSegment
+from models import DocumentSegment
 from services.dataset_service import DatasetService, DocumentService, SegmentService
 from tasks.batch_create_segment_to_index_task import batch_create_segment_to_index_task
 from tasks.disable_segment_from_index_task import disable_segment_from_index_task

api/controllers/console/datasets/file.py

@@ -1,9 +1,12 @@
+import urllib.parse
+
 from flask import request
 from flask_login import current_user
 from flask_restful import Resource, marshal_with
 
 import services
 from configs import dify_config
+from constants import DOCUMENT_EXTENSIONS
 from controllers.console import api
 from controllers.console.datasets.error import (
     FileTooLargeError,
@@ -13,9 +16,10 @@ from controllers.console.datasets.error import (
 )
 from controllers.console.setup import setup_required
 from controllers.console.wraps import account_initialization_required, cloud_edition_billing_resource_check
-from fields.file_fields import file_fields, upload_config_fields
+from core.helper import ssrf_proxy
+from fields.file_fields import file_fields, remote_file_info_fields, upload_config_fields
 from libs.login import login_required
-from services.file_service import ALLOWED_EXTENSIONS, UNSTRUCTURED_ALLOWED_EXTENSIONS, FileService
+from services.file_service import FileService
 
 PREVIEW_WORDS_LIMIT = 3000
 
@@ -51,7 +55,7 @@ class FileApi(Resource):
         if len(request.files) > 1:
             raise TooManyFilesError()
         try:
-            upload_file = FileService.upload_file(file, current_user)
+            upload_file = FileService.upload_file(file=file, user=current_user)
         except services.errors.file.FileTooLargeError as file_too_large_error:
             raise FileTooLargeError(file_too_large_error.description)
         except services.errors.file.UnsupportedFileTypeError:
@@ -75,11 +79,24 @@ class FileSupportTypeApi(Resource):
     @login_required
     @account_initialization_required
     def get(self):
-        etl_type = dify_config.ETL_TYPE
+        return {"allowed_extensions": DOCUMENT_EXTENSIONS}
-        allowed_extensions = UNSTRUCTURED_ALLOWED_EXTENSIONS if etl_type == "Unstructured" else ALLOWED_EXTENSIONS
+
-        return {"allowed_extensions": allowed_extensions}
+
+class RemoteFileInfoApi(Resource):
+    @marshal_with(remote_file_info_fields)
+    def get(self, url):
+        decoded_url = urllib.parse.unquote(url)
+        try:
+            response = ssrf_proxy.head(decoded_url)
+            return {
+                "file_type": response.headers.get("Content-Type", "application/octet-stream"),
+                "file_length": int(response.headers.get("Content-Length", 0)),
+            }
+        except Exception as e:
+            return {"error": str(e)}, 400
 
 
 api.add_resource(FileApi, "/files/upload")
 api.add_resource(FilePreviewApi, "/files/<uuid:file_id>/preview")
 api.add_resource(FileSupportTypeApi, "/files/support-type")
+api.add_resource(RemoteFileInfoApi, "/remote-files/<path:url>")

api/controllers/console/explore/installed_app.py

@@ -11,7 +11,7 @@ from controllers.console.wraps import account_initialization_required, cloud_edi
 from extensions.ext_database import db
 from fields.installed_app_fields import installed_app_list_fields
 from libs.login import login_required
-from models.model import App, InstalledApp, RecommendedApp
+from models import App, InstalledApp, RecommendedApp
 from services.account_service import TenantService
 
 

api/controllers/console/explore/saved_message.py

@@ -18,7 +18,7 @@ message_fields = {
     "inputs": fields.Raw,
     "query": fields.String,
     "answer": fields.String,
-    "message_files": fields.List(fields.Nested(message_file_fields), attribute="files"),
+    "message_files": fields.List(fields.Nested(message_file_fields)),
     "feedback": fields.Nested(feedback_fields, attribute="user_feedback", allow_null=True),
     "created_at": TimestampField,
 }

api/controllers/console/explore/wraps.py

@@ -7,7 +7,7 @@ from werkzeug.exceptions import NotFound
 from controllers.console.wraps import account_initialization_required
 from extensions.ext_database import db
 from libs.login import login_required
-from models.model import InstalledApp
+from models import InstalledApp
 
 
 def installed_app_required(view=None):

api/controllers/console/workspace/account.py

@@ -20,7 +20,7 @@ from extensions.ext_database import db
 from fields.member_fields import account_fields
 from libs.helper import TimestampField, timezone
 from libs.login import login_required
-from models.account import AccountIntegrate, InvitationCode
+from models import AccountIntegrate, InvitationCode
 from services.account_service import AccountService
 from services.errors.account import CurrentPasswordIncorrectError as ServiceCurrentPasswordIncorrectError
 

api/controllers/console/workspace/tool_providers.py

@@ -360,16 +360,15 @@ class ToolWorkflowProviderCreateApi(Resource):
         args = reqparser.parse_args()
 
         return WorkflowToolManageService.create_workflow_tool(
-            user_id,
+            user_id=user_id,
-            tenant_id,
+            tenant_id=tenant_id,
-            args["workflow_app_id"],
+            workflow_app_id=args["workflow_app_id"],
-            args["name"],
+            name=args["name"],
-            args["label"],
+            label=args["label"],
-            args["icon"],
+            icon=args["icon"],
-            args["description"],
+            description=args["description"],
-            args["parameters"],
+            parameters=args["parameters"],
-            args["privacy_policy"],
+            privacy_policy=args["privacy_policy"],
-            args.get("labels", []),
         )
 
 

api/controllers/console/workspace/workspace.py

@@ -198,7 +198,7 @@ class WebappLogoWorkspaceApi(Resource):
             raise UnsupportedFileTypeError()
 
         try:
-            upload_file = FileService.upload_file(file, current_user, True)
+            upload_file = FileService.upload_file(file=file, user=current_user)
 
         except services.errors.file.FileTooLargeError as file_too_large_error:
             raise FileTooLargeError(file_too_large_error.description)

api/controllers/files/image_preview.py

@@ -21,7 +21,36 @@ class ImagePreviewApi(Resource):
             return {"content": "Invalid request."}, 400
 
         try:
-            generator, mimetype = FileService.get_image_preview(file_id, timestamp, nonce, sign)
+            generator, mimetype = FileService.get_image_preview(
+                file_id=file_id,
+                timestamp=timestamp,
+                nonce=nonce,
+                sign=sign,
+            )
+        except services.errors.file.UnsupportedFileTypeError:
+            raise UnsupportedFileTypeError()
+
+        return Response(generator, mimetype=mimetype)
+
+
+class FilePreviewApi(Resource):
+    def get(self, file_id):
+        file_id = str(file_id)
+
+        timestamp = request.args.get("timestamp")
+        nonce = request.args.get("nonce")
+        sign = request.args.get("sign")
+
+        if not timestamp or not nonce or not sign:
+            return {"content": "Invalid request."}, 400
+
+        try:
+            generator, mimetype = FileService.get_signed_file_preview(
+                file_id=file_id,
+                timestamp=timestamp,
+                nonce=nonce,
+                sign=sign,
+            )
         except services.errors.file.UnsupportedFileTypeError:
             raise UnsupportedFileTypeError()
 
@@ -49,4 +78,5 @@ class WorkspaceWebappLogoApi(Resource):
 
 
 api.add_resource(ImagePreviewApi, "/files/<uuid:file_id>/image-preview")
+api.add_resource(FilePreviewApi, "/files/<uuid:file_id>/file-preview")
 api.add_resource(WorkspaceWebappLogoApi, "/files/workspaces/<uuid:workspace_id>/webapp-logo")

api/controllers/service_api/app/message.py

@@ -48,7 +48,7 @@ class MessageListApi(Resource):
         "tool_input": fields.String,
         "created_at": TimestampField,
         "observation": fields.String,
-        "message_files": fields.List(fields.String, attribute="files"),
+        "message_files": fields.List(fields.String),
     }
 
     message_fields = {
@@ -58,7 +58,7 @@ class MessageListApi(Resource):
         "inputs": fields.Raw,
         "query": fields.String,
         "answer": fields.String(attribute="re_sign_file_url_answer"),
-        "message_files": fields.List(fields.Nested(message_file_fields), attribute="files"),
+        "message_files": fields.List(fields.Nested(message_file_fields)),
         "feedback": fields.Nested(feedback_fields, attribute="user_feedback", allow_null=True),
         "retriever_resources": fields.List(fields.Nested(retriever_resource_fields)),
         "created_at": TimestampField,

api/controllers/web/file.py

@@ -1,3 +1,5 @@
+import urllib.parse
+
 from flask import request
 from flask_restful import marshal_with
 
@@ -5,7 +7,8 @@ import services
 from controllers.web import api
 from controllers.web.error import FileTooLargeError, NoFileUploadedError, TooManyFilesError, UnsupportedFileTypeError
 from controllers.web.wraps import WebApiResource
-from fields.file_fields import file_fields
+from core.helper import ssrf_proxy
+from fields.file_fields import file_fields, remote_file_info_fields
 from services.file_service import FileService
 
 
@@ -31,4 +34,19 @@ class FileApi(WebApiResource):
         return upload_file, 201
 
 
+class RemoteFileInfoApi(WebApiResource):
+    @marshal_with(remote_file_info_fields)
+    def get(self, url):
+        decoded_url = urllib.parse.unquote(url)
+        try:
+            response = ssrf_proxy.head(decoded_url)
+            return {
+                "file_type": response.headers.get("Content-Type", "application/octet-stream"),
+                "file_length": int(response.headers.get("Content-Length", 0)),
+            }
+        except Exception as e:
+            return {"error": str(e)}, 400
+
+
 api.add_resource(FileApi, "/files/upload")
+api.add_resource(RemoteFileInfoApi, "/remote-files/<path:url>")

api/controllers/web/message.py

@@ -22,6 +22,7 @@ from core.errors.error import ModelCurrentlyNotSupportError, ProviderTokenNotIni
 from core.model_runtime.errors.invoke import InvokeError
 from fields.conversation_fields import message_file_fields
 from fields.message_fields import agent_thought_fields
+from fields.raws import FilesContainedField
 from libs import helper
 from libs.helper import TimestampField, uuid_value
 from models.model import AppMode
@@ -58,10 +59,10 @@ class MessageListApi(WebApiResource):
         "id": fields.String,
         "conversation_id": fields.String,
         "parent_message_id": fields.String,
-        "inputs": fields.Raw,
+        "inputs": FilesContainedField,
         "query": fields.String,
         "answer": fields.String(attribute="re_sign_file_url_answer"),
-        "message_files": fields.List(fields.Nested(message_file_fields), attribute="files"),
+        "message_files": fields.List(fields.Nested(message_file_fields)),
         "feedback": fields.Nested(feedback_fields, attribute="user_feedback", allow_null=True),
         "retriever_resources": fields.List(fields.Nested(retriever_resource_fields)),
         "created_at": TimestampField,

api/controllers/web/saved_message.py

@@ -17,7 +17,7 @@ message_fields = {
     "inputs": fields.Raw,
     "query": fields.String,
     "answer": fields.String,
-    "message_files": fields.List(fields.Nested(message_file_fields), attribute="files"),
+    "message_files": fields.List(fields.Nested(message_file_fields)),
     "feedback": fields.Nested(feedback_fields, attribute="user_feedback", allow_null=True),
     "created_at": TimestampField,
 }

api/core/agent/base_agent_runner.py

@@ -16,13 +16,14 @@ from core.app.entities.app_invoke_entities import (
 )
 from core.callback_handler.agent_tool_callback_handler import DifyAgentCallbackHandler
 from core.callback_handler.index_tool_callback_handler import DatasetIndexToolCallbackHandler
-from core.file.message_file_parser import MessageFileParser
+from core.file import file_manager
 from core.memory.token_buffer_memory import TokenBufferMemory
 from core.model_manager import ModelInstance
-from core.model_runtime.entities.llm_entities import LLMUsage
+from core.model_runtime.entities import (
-from core.model_runtime.entities.message_entities import (
     AssistantPromptMessage,
+    LLMUsage,
     PromptMessage,
+    PromptMessageContent,
     PromptMessageTool,
     SystemPromptMessage,
     TextPromptMessageContent,
@@ -40,9 +41,9 @@ from core.tools.entities.tool_entities import (
 from core.tools.tool.dataset_retriever_tool import DatasetRetrieverTool
 from core.tools.tool.tool import Tool
 from core.tools.tool_manager import ToolManager
-from core.tools.utils.tool_parameter_converter import ToolParameterConverter
 from extensions.ext_database import db
-from models.model import Conversation, Message, MessageAgentThought
+from factories import file_factory
+from models.model import Conversation, Message, MessageAgentThought, MessageFile
 from models.tools import ToolConversationVariables
 
 logger = logging.getLogger(__name__)
@@ -66,23 +67,6 @@ class BaseAgentRunner(AppRunner):
         db_variables: Optional[ToolConversationVariables] = None,
         model_instance: ModelInstance = None,
     ) -> None:
-        """
-        Agent runner
-        :param tenant_id: tenant id
-        :param application_generate_entity: application generate entity
-        :param conversation: conversation
-        :param app_config: app generate entity
-        :param model_config: model config
-        :param config: dataset config
-        :param queue_manager: queue manager
-        :param message: message
-        :param user_id: user id
-        :param memory: memory
-        :param prompt_messages: prompt messages
-        :param variables_pool: variables pool
-        :param db_variables: db variables
-        :param model_instance: model instance
-        """
         self.tenant_id = tenant_id
         self.application_generate_entity = application_generate_entity
         self.conversation = conversation
@@ -180,7 +164,7 @@ class BaseAgentRunner(AppRunner):
             if parameter.form != ToolParameter.ToolParameterForm.LLM:
                 continue
 
-            parameter_type = ToolParameterConverter.get_parameter_type(parameter.type)
+            parameter_type = parameter.type.as_normal_type()
             enum = []
             if parameter.type == ToolParameter.ToolParameterType.SELECT:
                 enum = [option.value for option in parameter.options]
@@ -265,7 +249,7 @@ class BaseAgentRunner(AppRunner):
             if parameter.form != ToolParameter.ToolParameterForm.LLM:
                 continue
 
-            parameter_type = ToolParameterConverter.get_parameter_type(parameter.type)
+            parameter_type = parameter.type.as_normal_type()
             enum = []
             if parameter.type == ToolParameter.ToolParameterType.SELECT:
                 enum = [option.value for option in parameter.options]
@@ -511,26 +495,24 @@ class BaseAgentRunner(AppRunner):
         return result
 
     def organize_agent_user_prompt(self, message: Message) -> UserPromptMessage:
-        message_file_parser = MessageFileParser(
+        files = db.session.query(MessageFile).filter(MessageFile.message_id == message.id).all()
-            tenant_id=self.tenant_id,
-            app_id=self.app_config.app_id,
-        )
-
-        files = message.message_files
         if files:
             file_extra_config = FileUploadConfigManager.convert(message.app_model_config.to_dict())
 
             if file_extra_config:
-                file_objs = message_file_parser.transform_message_files(files, file_extra_config)
+                file_objs = file_factory.build_from_message_files(
+                    message_files=files, tenant_id=self.tenant_id, config=file_extra_config
+                )
             else:
                 file_objs = []
 
             if not file_objs:
                 return UserPromptMessage(content=message.query)
             else:
-                prompt_message_contents = [TextPromptMessageContent(data=message.query)]
+                prompt_message_contents: list[PromptMessageContent] = []
+                prompt_message_contents.append(TextPromptMessageContent(data=message.query))
                 for file_obj in file_objs:
-                    prompt_message_contents.append(file_obj.prompt_message_content)
+                    prompt_message_contents.append(file_manager.to_prompt_message_content(file_obj))
 
                 return UserPromptMessage(content=prompt_message_contents)
         else:

api/core/agent/cot_chat_agent_runner.py

@@ -1,9 +1,11 @@
 import json
 
 from core.agent.cot_agent_runner import CotAgentRunner
-from core.model_runtime.entities.message_entities import (
+from core.file import file_manager
+from core.model_runtime.entities import (
     AssistantPromptMessage,
     PromptMessage,
+    PromptMessageContent,
     SystemPromptMessage,
     TextPromptMessageContent,
     UserPromptMessage,
@@ -32,9 +34,10 @@ class CotChatAgentRunner(CotAgentRunner):
         Organize user query
         """
         if self.files:
-            prompt_message_contents = [TextPromptMessageContent(data=query)]
+            prompt_message_contents: list[PromptMessageContent] = []
+            prompt_message_contents.append(TextPromptMessageContent(data=query))
             for file_obj in self.files:
-                prompt_message_contents.append(file_obj.prompt_message_content)
+                prompt_message_contents.append(file_manager.to_prompt_message_content(file_obj))
 
             prompt_messages.append(UserPromptMessage(content=prompt_message_contents))
         else:

api/core/agent/fc_agent_runner.py

@@ -7,10 +7,15 @@ from typing import Any, Optional, Union
 from core.agent.base_agent_runner import BaseAgentRunner
 from core.app.apps.base_app_queue_manager import PublishFrom
 from core.app.entities.queue_entities import QueueAgentThoughtEvent, QueueMessageEndEvent, QueueMessageFileEvent
-from core.model_runtime.entities.llm_entities import LLMResult, LLMResultChunk, LLMResultChunkDelta, LLMUsage
+from core.file import file_manager
-from core.model_runtime.entities.message_entities import (
+from core.model_runtime.entities import (
     AssistantPromptMessage,
+    LLMResult,
+    LLMResultChunk,
+    LLMResultChunkDelta,
+    LLMUsage,
     PromptMessage,
+    PromptMessageContent,
     PromptMessageContentType,
     SystemPromptMessage,
     TextPromptMessageContent,
@@ -390,9 +395,10 @@ class FunctionCallAgentRunner(BaseAgentRunner):
         Organize user query
         """
         if self.files:
-            prompt_message_contents = [TextPromptMessageContent(data=query)]
+            prompt_message_contents: list[PromptMessageContent] = []
+            prompt_message_contents.append(TextPromptMessageContent(data=query))
             for file_obj in self.files:
-                prompt_message_contents.append(file_obj.prompt_message_content)
+                prompt_message_contents.append(file_manager.to_prompt_message_content(file_obj))
 
             prompt_messages.append(UserPromptMessage(content=prompt_message_contents))
         else:

api/core/app/app_config/easy_ui_based_app/variables/manager.py

@@ -53,12 +53,11 @@ class BasicVariablesConfigManager:
                     VariableEntity(
                         type=variable_type,
                         variable=variable.get("variable"),
-                        description=variable.get("description"),
+                        description=variable.get("description", ""),
                         label=variable.get("label"),
                         required=variable.get("required", False),
                         max_length=variable.get("max_length"),
-                        options=variable.get("options"),
+                        options=variable.get("options", []),
-                        default=variable.get("default"),
                     )
                 )
 

api/core/app/app_config/entities.py

@@ -1,11 +1,12 @@
+from collections.abc import Sequence
 from enum import Enum
 from typing import Any, Optional
 
-from pydantic import BaseModel
+from pydantic import BaseModel, Field
 
-from core.file.file_obj import FileExtraConfig
+from core.file import FileExtraConfig, FileTransferMethod, FileType
 from core.model_runtime.entities.message_entities import PromptMessageRole
-from models import AppMode
+from models.model import AppMode
 
 
 class ModelConfigEntity(BaseModel):
@@ -69,7 +70,7 @@ class PromptTemplateEntity(BaseModel):
         ADVANCED = "advanced"
 
         @classmethod
-        def value_of(cls, value: str) -> "PromptType":
+        def value_of(cls, value: str):
             """
             Get value of given mode.
 
@@ -93,6 +94,8 @@ class VariableEntityType(str, Enum):
     PARAGRAPH = "paragraph"
     NUMBER = "number"
     EXTERNAL_DATA_TOOL = "external_data_tool"
+    FILE = "file"
+    FILE_LIST = "file-list"
 
 
 class VariableEntity(BaseModel):
@@ -102,13 +105,14 @@ class VariableEntity(BaseModel):
 
     variable: str
     label: str
-    description: Optional[str] = None
+    description: str = ""
     type: VariableEntityType
     required: bool = False
     max_length: Optional[int] = None
-    options: Optional[list[str]] = None
+    options: Sequence[str] = Field(default_factory=list)
-    default: Optional[str] = None
+    allowed_file_types: Sequence[FileType] = Field(default_factory=list)
-    hint: Optional[str] = None
+    allowed_file_extensions: Sequence[str] = Field(default_factory=list)
+    allowed_file_upload_methods: Sequence[FileTransferMethod] = Field(default_factory=list)
 
 
 class ExternalDataVariableEntity(BaseModel):
@@ -136,7 +140,7 @@ class DatasetRetrieveConfigEntity(BaseModel):
         MULTIPLE = "multiple"
 
         @classmethod
-        def value_of(cls, value: str) -> "RetrieveStrategy":
+        def value_of(cls, value: str):
             """
             Get value of given mode.
 

api/core/app/app_config/features/file_upload/manager.py

@@ -1,12 +1,13 @@
 from collections.abc import Mapping
-from typing import Any, Optional
+from typing import Any
 
-from core.file.file_obj import FileExtraConfig
+from core.file.models import FileExtraConfig
+from models import FileUploadConfig
 
 
 class FileUploadConfigManager:
     @classmethod
-    def convert(cls, config: Mapping[str, Any], is_vision: bool = True) -> Optional[FileExtraConfig]:
+    def convert(cls, config: Mapping[str, Any], is_vision: bool = True):
         """
         Convert model config to model config
 
@@ -15,19 +16,18 @@ class FileUploadConfigManager:
         """
         file_upload_dict = config.get("file_upload")
         if file_upload_dict:
-            if file_upload_dict.get("image"):
+            if file_upload_dict.get("enabled"):
-                if "enabled" in file_upload_dict["image"] and file_upload_dict["image"]["enabled"]:
+                data = {
-                    image_config = {
+                    "image_config": {
-                        "number_limits": file_upload_dict["image"]["number_limits"],
+                        "number_limits": file_upload_dict["number_limits"],
-                        "transfer_methods": file_upload_dict["image"]["transfer_methods"],
+                        "transfer_methods": file_upload_dict["allowed_file_upload_methods"],
                     }
+                }
 
-                    if is_vision:
+                if is_vision:
-                        image_config["detail"] = file_upload_dict["image"]["detail"]
+                    data["image_config"]["detail"] = file_upload_dict.get("image", {}).get("detail", "low")
 
-                    return FileExtraConfig(image_config=image_config)
+                return FileExtraConfig.model_validate(data)
-
-        return None
 
     @classmethod
     def validate_and_set_defaults(cls, config: dict, is_vision: bool = True) -> tuple[dict, list[str]]:
@@ -39,29 +39,7 @@ class FileUploadConfigManager:
         """
         if not config.get("file_upload"):
             config["file_upload"] = {}
-
+        else:
-        if not isinstance(config["file_upload"], dict):
+            FileUploadConfig.model_validate(config["file_upload"])
-            raise ValueError("file_upload must be of dict type")
-
-        # check image config
-        if not config["file_upload"].get("image"):
-            config["file_upload"]["image"] = {"enabled": False}
-
-        if config["file_upload"]["image"]["enabled"]:
-            number_limits = config["file_upload"]["image"]["number_limits"]
-            if number_limits < 1 or number_limits > 6:
-                raise ValueError("number_limits must be in [1, 6]")
-
-            if is_vision:
-                detail = config["file_upload"]["image"]["detail"]
-                if detail not in {"high", "low"}:
-                    raise ValueError("detail must be in ['high', 'low']")
-
-            transfer_methods = config["file_upload"]["image"]["transfer_methods"]
-            if not isinstance(transfer_methods, list):
-                raise ValueError("transfer_methods must be of list type")
-            for method in transfer_methods:
-                if method not in {"remote_url", "local_file"}:
-                    raise ValueError("transfer_methods must be in ['remote_url', 'local_file']")
 
         return config, ["file_upload"]

api/core/app/app_config/workflow_ui_based_app/variables/manager.py

@@ -17,6 +17,6 @@ class WorkflowVariablesConfigManager:
 
         # variables
         for variable in user_input_form:
-            variables.append(VariableEntity(**variable))
+            variables.append(VariableEntity.model_validate(variable))
 
         return variables

api/core/app/apps/advanced_chat/app_generator.py

@@ -20,10 +20,11 @@ from core.app.apps.message_based_app_generator import MessageBasedAppGenerator
 from core.app.apps.message_based_app_queue_manager import MessageBasedAppQueueManager
 from core.app.entities.app_invoke_entities import AdvancedChatAppGenerateEntity, InvokeFrom
 from core.app.entities.task_entities import ChatbotAppBlockingResponse, ChatbotAppStreamResponse
-from core.file.message_file_parser import MessageFileParser
 from core.model_runtime.errors.invoke import InvokeAuthorizationError, InvokeError
 from core.ops.ops_trace_manager import TraceQueueManager
+from enums import CreatedByRole
 from extensions.ext_database import db
+from factories import file_factory
 from models.account import Account
 from models.model import App, Conversation, EndUser, Message
 from models.workflow import Workflow
@@ -95,10 +96,16 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
 
         # parse files
         files = args["files"] if args.get("files") else []
-        message_file_parser = MessageFileParser(tenant_id=app_model.tenant_id, app_id=app_model.id)
         file_extra_config = FileUploadConfigManager.convert(workflow.features_dict, is_vision=False)
+        role = CreatedByRole.ACCOUNT if isinstance(user, Account) else CreatedByRole.END_USER
         if file_extra_config:
-            file_objs = message_file_parser.validate_and_transform_files_arg(files, file_extra_config, user)
+            file_objs = file_factory.build_from_mappings(
+                mappings=files,
+                tenant_id=app_model.tenant_id,
+                user_id=user.id,
+                role=role,
+                config=file_extra_config,
+            )
         else:
             file_objs = []
 
@@ -106,8 +113,9 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
         app_config = AdvancedChatAppConfigManager.get_app_config(app_model=app_model, workflow=workflow)
 
         # get tracing instance
-        user_id = user.id if isinstance(user, Account) else user.session_id
+        trace_manager = TraceQueueManager(
-        trace_manager = TraceQueueManager(app_model.id, user_id)
+            app_id=app_model.id, user_id=user.id if isinstance(user, Account) else user.session_id
+        )
 
         if invoke_from == InvokeFrom.DEBUGGER:
             # always enable retriever resource in debugger mode
@@ -119,7 +127,9 @@ class AdvancedChatAppGenerator(MessageBasedAppGenerator):
             task_id=str(uuid.uuid4()),
             app_config=app_config,
             conversation_id=conversation.id if conversation else None,
-            inputs=conversation.inputs if conversation else self._get_cleaned_inputs(inputs, app_config),
+            inputs=conversation.inputs
+            if conversation
+            else self._prepare_user_inputs(user_inputs=inputs, app_config=app_config, user_id=user.id, role=role),
             query=query,
             files=file_objs,
             parent_message_id=args.get("parent_message_id"),

api/core/app/apps/advanced_chat/app_runner.py

@@ -1,30 +1,26 @@
 import logging
-import os
 from collections.abc import Mapping
 from typing import Any, cast
 
 from sqlalchemy import select
 from sqlalchemy.orm import Session
 
+from configs import dify_config
 from core.app.apps.advanced_chat.app_config_manager import AdvancedChatAppConfig
 from core.app.apps.base_app_queue_manager import AppQueueManager
 from core.app.apps.workflow_app_runner import WorkflowBasedAppRunner
-from core.app.apps.workflow_logging_callback import WorkflowLoggingCallback
+from core.app.entities.app_invoke_entities import AdvancedChatAppGenerateEntity, InvokeFrom
-from core.app.entities.app_invoke_entities import (
-    AdvancedChatAppGenerateEntity,
-    InvokeFrom,
-)
 from core.app.entities.queue_entities import (
     QueueAnnotationReplyEvent,
     QueueStopEvent,
     QueueTextChunkEvent,
 )
 from core.moderation.base import ModerationError
-from core.workflow.callbacks.base_workflow_callback import WorkflowCallback
+from core.workflow.callbacks import WorkflowCallback, WorkflowLoggingCallback
-from core.workflow.entities.node_entities import UserFrom
 from core.workflow.entities.variable_pool import VariablePool
 from core.workflow.enums import SystemVariableKey
 from core.workflow.workflow_entry import WorkflowEntry
+from enums import UserFrom
 from extensions.ext_database import db
 from models.model import App, Conversation, EndUser, Message
 from models.workflow import ConversationVariable, WorkflowType
@@ -44,12 +40,6 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
         conversation: Conversation,
         message: Message,
     ) -> None:
-        """
-        :param application_generate_entity: application generate entity
-        :param queue_manager: application queue manager
-        :param conversation: conversation
-        :param message: message
-        """
         super().__init__(queue_manager)
 
         self.application_generate_entity = application_generate_entity
@@ -57,10 +47,6 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
         self.message = message
 
     def run(self) -> None:
-        """
-        Run application
-        :return:
-        """
         app_config = self.application_generate_entity.app_config
         app_config = cast(AdvancedChatAppConfig, app_config)
 
@@ -81,7 +67,7 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
             user_id = self.application_generate_entity.user_id
 
         workflow_callbacks: list[WorkflowCallback] = []
-        if bool(os.environ.get("DEBUG", "False").lower() == "true"):
+        if dify_config.DEBUG:
             workflow_callbacks.append(WorkflowLoggingCallback())
 
         if self.application_generate_entity.single_iteration_run:
@@ -201,15 +187,6 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
         query: str,
         message_id: str,
     ) -> bool:
-        """
-        Handle input moderation
-        :param app_record: app record
-        :param app_generate_entity: application generate entity
-        :param inputs: inputs
-        :param query: query
-        :param message_id: message id
-        :return:
-        """
         try:
             # process sensitive_word_avoidance
             _, inputs, query = self.moderation_for_inputs(
@@ -229,14 +206,6 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
     def handle_annotation_reply(
         self, app_record: App, message: Message, query: str, app_generate_entity: AdvancedChatAppGenerateEntity
     ) -> bool:
-        """
-        Handle annotation reply
-        :param app_record: app record
-        :param message: message
-        :param query: query
-        :param app_generate_entity: application generate entity
-        """
-        # annotation reply
         annotation_reply = self.query_app_annotations_to_reply(
             app_record=app_record,
             message=message,
@@ -258,8 +227,6 @@ class AdvancedChatAppRunner(WorkflowBasedAppRunner):
     def _complete_with_stream_output(self, text: str, stopped_by: QueueStopEvent.StopBy) -> None:
         """
         Direct output
-        :param text: text
-        :return:
         """
         self._publish_event(QueueTextChunkEvent(text=text))
 

api/core/app/apps/advanced_chat/generate_task_pipeline.py

@@ -1,7 +1,7 @@
 import json
 import logging
 import time
-from collections.abc import Generator
+from collections.abc import Generator, Mapping
 from typing import Any, Optional, Union
 
 from constants.tts_auto_play_timeout import TTS_AUTO_PLAY_TIMEOUT, TTS_AUTO_PLAY_YIELD_CPU_TIME
@@ -9,6 +9,7 @@ from core.app.apps.advanced_chat.app_generator_tts_publisher import AppGenerator
 from core.app.apps.base_app_queue_manager import AppQueueManager, PublishFrom
 from core.app.entities.app_invoke_entities import (
     AdvancedChatAppGenerateEntity,
+    InvokeFrom,
 )
 from core.app.entities.queue_entities import (
     QueueAdvancedChatMessageEndEvent,
@@ -50,10 +51,11 @@ from core.model_runtime.utils.encoders import jsonable_encoder
 from core.ops.ops_trace_manager import TraceQueueManager
 from core.workflow.enums import SystemVariableKey
 from core.workflow.graph_engine.entities.graph_runtime_state import GraphRuntimeState
+from enums.workflow_nodes import NodeType
 from events.message_event import message_was_created
 from extensions.ext_database import db
+from models import Conversation, EndUser, Message, MessageFile
 from models.account import Account
-from models.model import Conversation, EndUser, Message
 from models.workflow import (
     Workflow,
     WorkflowNodeExecution,
@@ -120,6 +122,7 @@ class AdvancedChatAppGenerateTaskPipeline(BasedGenerateTaskPipeline, WorkflowCyc
         self._wip_workflow_node_executions = {}
 
         self._conversation_name_generate_thread = None
+        self._recorded_files: list[Mapping[str, Any]] = []
 
     def process(self):
         """
@@ -298,6 +301,10 @@ class AdvancedChatAppGenerateTaskPipeline(BasedGenerateTaskPipeline, WorkflowCyc
             elif isinstance(event, QueueNodeSucceededEvent):
                 workflow_node_execution = self._handle_workflow_node_execution_success(event)
 
+                # Record files if it's an answer node or end node
+                if event.node_type in [NodeType.ANSWER, NodeType.END]:
+                    self._recorded_files.extend(self._fetch_files_from_node_outputs(event.outputs or {}))
+
                 response = self._workflow_node_finish_to_stream_response(
                     event=event,
                     task_id=self._application_generate_entity.task_id,
@@ -364,7 +371,7 @@ class AdvancedChatAppGenerateTaskPipeline(BasedGenerateTaskPipeline, WorkflowCyc
                     start_at=graph_runtime_state.start_at,
                     total_tokens=graph_runtime_state.total_tokens,
                     total_steps=graph_runtime_state.node_run_steps,
-                    outputs=json.dumps(event.outputs) if event.outputs else None,
+                    outputs=event.outputs,
                     conversation_id=self._conversation.id,
                     trace_manager=trace_manager,
                 )
@@ -490,10 +497,6 @@ class AdvancedChatAppGenerateTaskPipeline(BasedGenerateTaskPipeline, WorkflowCyc
             self._conversation_name_generate_thread.join()
 
     def _save_message(self, graph_runtime_state: Optional[GraphRuntimeState] = None) -> None:
-        """
-        Save message.
-        :return:
-        """
         self._refetch_message()
 
         self._message.answer = self._task_state.answer
@@ -501,6 +504,22 @@ class AdvancedChatAppGenerateTaskPipeline(BasedGenerateTaskPipeline, WorkflowCyc
         self._message.message_metadata = (
             json.dumps(jsonable_encoder(self._task_state.metadata)) if self._task_state.metadata else None
         )
+        message_files = [
+            MessageFile(
+                message_id=self._message.id,
+                type=file["type"],
+                transfer_method=file["transfer_method"],
+                url=file["remote_url"],
+                belongs_to="assistant",
+                upload_file_id=file["related_id"],
+                created_by_role="account"
+                if self._message.invoke_from in {InvokeFrom.EXPLORE, InvokeFrom.DEBUGGER}
+                else "end_user",
+                created_by=self._message.from_account_id or self._message.from_end_user_id or "",
+            )
+            for file in self._recorded_files
+        ]
+        db.session.add_all(message_files)
 
         if graph_runtime_state and graph_runtime_state.llm_usage:
             usage = graph_runtime_state.llm_usage
@@ -540,7 +559,7 @@ class AdvancedChatAppGenerateTaskPipeline(BasedGenerateTaskPipeline, WorkflowCyc
                 del extras["metadata"]["annotation_reply"]
 
         return MessageEndStreamResponse(
-            task_id=self._application_generate_entity.task_id, id=self._message.id, **extras
+            task_id=self._application_generate_entity.task_id, id=self._message.id, files=self._recorded_files, **extras
         )
 
     def _handle_output_moderation_chunk(self, text: str) -> bool:

api/core/app/apps/agent_chat/app_generator.py

@@ -17,12 +17,12 @@ from core.app.apps.base_app_queue_manager import AppQueueManager, GenerateTaskSt
 from core.app.apps.message_based_app_generator import MessageBasedAppGenerator
 from core.app.apps.message_based_app_queue_manager import MessageBasedAppQueueManager
 from core.app.entities.app_invoke_entities import AgentChatAppGenerateEntity, InvokeFrom
-from core.file.message_file_parser import MessageFileParser
 from core.model_runtime.errors.invoke import InvokeAuthorizationError, InvokeError
 from core.ops.ops_trace_manager import TraceQueueManager
+from enums import CreatedByRole
 from extensions.ext_database import db
-from models.account import Account
+from factories import file_factory
-from models.model import App, EndUser
+from models import Account, App, EndUser
 
 logger = logging.getLogger(__name__)
 
@@ -49,7 +49,12 @@ class AgentChatAppGenerator(MessageBasedAppGenerator):
     ) -> dict: ...
 
     def generate(
-        self, app_model: App, user: Union[Account, EndUser], args: Any, invoke_from: InvokeFrom, stream: bool = True
+        self,
+        app_model: App,
+        user: Union[Account, EndUser],
+        args: Any,
+        invoke_from: InvokeFrom,
+        stream: bool = True,
     ) -> Union[dict, Generator[dict, None, None]]:
         """
         Generate App response.
@@ -97,12 +102,19 @@ class AgentChatAppGenerator(MessageBasedAppGenerator):
             # always enable retriever resource in debugger mode
             override_model_config_dict["retriever_resource"] = {"enabled": True}
 
+        role = CreatedByRole.ACCOUNT if isinstance(user, Account) else CreatedByRole.END_USER
+
         # parse files
-        files = args["files"] if args.get("files") else []
+        files = args.get("files") or []
-        message_file_parser = MessageFileParser(tenant_id=app_model.tenant_id, app_id=app_model.id)
         file_extra_config = FileUploadConfigManager.convert(override_model_config_dict or app_model_config.to_dict())
         if file_extra_config:
-            file_objs = message_file_parser.validate_and_transform_files_arg(files, file_extra_config, user)
+            file_objs = file_factory.build_from_mappings(
+                mappings=files,
+                tenant_id=app_model.tenant_id,
+                user_id=user.id,
+                role=role,
+                config=file_extra_config,
+            )
         else:
             file_objs = []
 
@@ -115,8 +127,7 @@ class AgentChatAppGenerator(MessageBasedAppGenerator):
         )
 
         # get tracing instance
-        user_id = user.id if isinstance(user, Account) else user.session_id
+        trace_manager = TraceQueueManager(app_model.id, user.id if isinstance(user, Account) else user.session_id)
-        trace_manager = TraceQueueManager(app_model.id, user_id)
 
         # init application generate entity
         application_generate_entity = AgentChatAppGenerateEntity(
@@ -124,7 +135,9 @@ class AgentChatAppGenerator(MessageBasedAppGenerator):
             app_config=app_config,
             model_conf=ModelConfigConverter.convert(app_config),
             conversation_id=conversation.id if conversation else None,
-            inputs=conversation.inputs if conversation else self._get_cleaned_inputs(inputs, app_config),
+            inputs=conversation.inputs
+            if conversation
+            else self._prepare_user_inputs(user_inputs=inputs, app_config=app_config, user_id=user.id, role=role),
             query=query,
             files=file_objs,
             parent_message_id=args.get("parent_message_id"),

api/core/app/apps/base_app_generator.py

@@ -1,35 +1,92 @@
 from collections.abc import Mapping
-from typing import Any, Optional
+from typing import TYPE_CHECKING, Any, Optional
 
-from core.app.app_config.entities import AppConfig, VariableEntity, VariableEntityType
+from core.app.app_config.entities import VariableEntityType
+from core.file import File, FileExtraConfig
+from factories import file_factory
+
+if TYPE_CHECKING:
+    from core.app.app_config.entities import AppConfig, VariableEntity
+    from enums import CreatedByRole
 
 
 class BaseAppGenerator:
-    def _get_cleaned_inputs(self, user_inputs: Optional[Mapping[str, Any]], app_config: AppConfig) -> Mapping[str, Any]:
+    def _prepare_user_inputs(
+        self,
+        *,
+        user_inputs: Optional[Mapping[str, Any]],
+        app_config: "AppConfig",
+        user_id: str,
+        role: "CreatedByRole",
+    ) -> Mapping[str, Any]:
         user_inputs = user_inputs or {}
         # Filter input variables from form configuration, handle required fields, default values, and option values
         variables = app_config.variables
-        filtered_inputs = {var.variable: self._validate_input(inputs=user_inputs, var=var) for var in variables}
+        user_inputs = {var.variable: self._validate_input(inputs=user_inputs, var=var) for var in variables}
-        filtered_inputs = {k: self._sanitize_value(v) for k, v in filtered_inputs.items()}
+        user_inputs = {k: self._sanitize_value(v) for k, v in user_inputs.items()}
-        return filtered_inputs
+        # Convert files in inputs to File
+        entity_dictionary = {item.variable: item for item in app_config.variables}
+        # Convert single file to File
+        files_inputs = {
+            k: file_factory.build_from_mapping(
+                mapping=v,
+                tenant_id=app_config.tenant_id,
+                user_id=user_id,
+                role=role,
+                config=FileExtraConfig(
+                    allowed_file_types=entity_dictionary[k].allowed_file_types,
+                    allowed_extensions=entity_dictionary[k].allowed_file_extensions,
+                    allowed_upload_methods=entity_dictionary[k].allowed_file_upload_methods,
+                ),
+            )
+            for k, v in user_inputs.items()
+            if isinstance(v, dict) and entity_dictionary[k].type == VariableEntityType.FILE
+        }
+        # Convert list of files to File
+        file_list_inputs = {
+            k: file_factory.build_from_mappings(
+                mappings=v,
+                tenant_id=app_config.tenant_id,
+                user_id=user_id,
+                role=role,
+                config=FileExtraConfig(
+                    allowed_file_types=entity_dictionary[k].allowed_file_types,
+                    allowed_extensions=entity_dictionary[k].allowed_file_extensions,
+                    allowed_upload_methods=entity_dictionary[k].allowed_file_upload_methods,
+                ),
+            )
+            for k, v in user_inputs.items()
+            if isinstance(v, list)
+            # Ensure skip List<File>
+            and all(isinstance(item, dict) for item in v)
+            and entity_dictionary[k].type == VariableEntityType.FILE_LIST
+        }
+        # Merge all inputs
+        user_inputs = {**user_inputs, **files_inputs, **file_list_inputs}
 
-    def _validate_input(self, *, inputs: Mapping[str, Any], var: VariableEntity):
+        # Check if all files are converted to File
-        user_input_value = inputs.get(var.variable)
+        if any(filter(lambda v: isinstance(v, dict), user_inputs.values())):
-        if var.required and not user_input_value:
+            raise ValueError("Invalid input type")
-            raise ValueError(f"{var.variable} is required in input form")
+        if any(
-        if not var.required and not user_input_value:
+            filter(lambda v: isinstance(v, dict), filter(lambda item: isinstance(item, list), user_inputs.values()))
-            # TODO: should we return None here if the default value is None?
-            return var.default or ""
-        if (
-            var.type
-            in {
-                VariableEntityType.TEXT_INPUT,
-                VariableEntityType.SELECT,
-                VariableEntityType.PARAGRAPH,
-            }
-            and user_input_value
-            and not isinstance(user_input_value, str)
         ):
+            raise ValueError("Invalid input type")
+
+        return user_inputs
+
+    def _validate_input(self, *, inputs: Mapping[str, Any], var: "VariableEntity"):
+        user_input_value = inputs.get(var.variable)
+        if not user_input_value:
+            if var.required:
+                raise ValueError(f"{var.variable} is required in input form")
+            else:
+                return None
+
+        if var.type in {
+            VariableEntityType.TEXT_INPUT,
+            VariableEntityType.SELECT,
+            VariableEntityType.PARAGRAPH,
+        } and not isinstance(user_input_value, str):
             raise ValueError(f"(type '{var.type}') {var.variable} in input form must be a string")
         if var.type == VariableEntityType.NUMBER and isinstance(user_input_value, str):
             # may raise ValueError if user_input_value is not a valid number
@@ -41,12 +98,24 @@ class BaseAppGenerator:
             except ValueError:
                 raise ValueError(f"{var.variable} in input form must be a valid number")
         if var.type == VariableEntityType.SELECT:
-            options = var.options or []
+            options = var.options
             if user_input_value not in options:
                 raise ValueError(f"{var.variable} in input form must be one of the following: {options}")
         elif var.type in {VariableEntityType.TEXT_INPUT, VariableEntityType.PARAGRAPH}:
-            if var.max_length and user_input_value and len(user_input_value) > var.max_length:
+            if var.max_length and len(user_input_value) > var.max_length:
                 raise ValueError(f"{var.variable} in input form must be less than {var.max_length} characters")
+        elif var.type == VariableEntityType.FILE:
+            if not isinstance(user_input_value, dict) and not isinstance(user_input_value, File):
+                raise ValueError(f"{var.variable} in input form must be a file")
+        elif var.type == VariableEntityType.FILE_LIST:
+            if not (
+                isinstance(user_input_value, list)
+                and (
+                    all(isinstance(item, dict) for item in user_input_value)
+                    or all(isinstance(item, File) for item in user_input_value)
+                )
+            ):
+                raise ValueError(f"{var.variable} in input form must be a list of files")
 
         return user_input_value
 

api/core/app/apps/base_app_runner.py

@@ -27,7 +27,7 @@ from core.prompt.simple_prompt_transform import ModelMode, SimplePromptTransform
 from models.model import App, AppMode, Message, MessageAnnotation
 
 if TYPE_CHECKING:
-    from core.file.file_obj import FileVar
+    from core.file.models import File
 
 
 class AppRunner:
@@ -37,7 +37,7 @@ class AppRunner:
         model_config: ModelConfigWithCredentialsEntity,
         prompt_template_entity: PromptTemplateEntity,
         inputs: dict[str, str],
-        files: list["FileVar"],
+        files: list["File"],
         query: Optional[str] = None,
     ) -> int:
         """
@@ -137,7 +137,7 @@ class AppRunner:
         model_config: ModelConfigWithCredentialsEntity,
         prompt_template_entity: PromptTemplateEntity,
         inputs: dict[str, str],
-        files: list["FileVar"],
+        files: list["File"],
         query: Optional[str] = None,
         context: Optional[str] = None,
         memory: Optional[TokenBufferMemory] = None,

api/core/app/apps/chat/app_generator.py

@@ -17,10 +17,11 @@ from core.app.apps.chat.generate_response_converter import ChatAppGenerateRespon
 from core.app.apps.message_based_app_generator import MessageBasedAppGenerator
 from core.app.apps.message_based_app_queue_manager import MessageBasedAppQueueManager
 from core.app.entities.app_invoke_entities import ChatAppGenerateEntity, InvokeFrom
-from core.file.message_file_parser import MessageFileParser
 from core.model_runtime.errors.invoke import InvokeAuthorizationError, InvokeError
 from core.ops.ops_trace_manager import TraceQueueManager
+from enums import CreatedByRole
 from extensions.ext_database import db
+from factories import file_factory
 from models.account import Account
 from models.model import App, EndUser
 
@@ -99,12 +100,19 @@ class ChatAppGenerator(MessageBasedAppGenerator):
             # always enable retriever resource in debugger mode
             override_model_config_dict["retriever_resource"] = {"enabled": True}
 
+        role = CreatedByRole.ACCOUNT if isinstance(user, Account) else CreatedByRole.END_USER
+
         # parse files
         files = args["files"] if args.get("files") else []
-        message_file_parser = MessageFileParser(tenant_id=app_model.tenant_id, app_id=app_model.id)
         file_extra_config = FileUploadConfigManager.convert(override_model_config_dict or app_model_config.to_dict())
         if file_extra_config:
-            file_objs = message_file_parser.validate_and_transform_files_arg(files, file_extra_config, user)
+            file_objs = file_factory.build_from_mappings(
+                mappings=files,
+                tenant_id=app_model.tenant_id,
+                user_id=user.id,
+                role=role,
+                config=file_extra_config,
+            )
         else:
             file_objs = []
 
@@ -117,7 +125,7 @@ class ChatAppGenerator(MessageBasedAppGenerator):
         )
 
         # get tracing instance
-        trace_manager = TraceQueueManager(app_model.id)
+        trace_manager = TraceQueueManager(app_id=app_model.id)
 
         # init application generate entity
         application_generate_entity = ChatAppGenerateEntity(
@@ -125,15 +133,17 @@ class ChatAppGenerator(MessageBasedAppGenerator):
             app_config=app_config,
             model_conf=ModelConfigConverter.convert(app_config),
             conversation_id=conversation.id if conversation else None,
-            inputs=conversation.inputs if conversation else self._get_cleaned_inputs(inputs, app_config),
+            inputs=conversation.inputs
+            if conversation
+            else self._prepare_user_inputs(user_inputs=inputs, app_config=app_config, user_id=user.id, role=role),
             query=query,
             files=file_objs,
             parent_message_id=args.get("parent_message_id"),
             user_id=user.id,
-            stream=stream,
             invoke_from=invoke_from,
             extras=extras,
             trace_manager=trace_manager,
+            stream=stream,
         )
 
         # init generate records

api/core/app/apps/completion/app_generator.py

@@ -17,12 +17,12 @@ from core.app.apps.completion.generate_response_converter import CompletionAppGe
 from core.app.apps.message_based_app_generator import MessageBasedAppGenerator
 from core.app.apps.message_based_app_queue_manager import MessageBasedAppQueueManager
 from core.app.entities.app_invoke_entities import CompletionAppGenerateEntity, InvokeFrom
-from core.file.message_file_parser import MessageFileParser
 from core.model_runtime.errors.invoke import InvokeAuthorizationError, InvokeError
 from core.ops.ops_trace_manager import TraceQueueManager
+from enums import CreatedByRole
 from extensions.ext_database import db
-from models.account import Account
+from factories import file_factory
-from models.model import App, EndUser, Message
+from models import Account, App, EndUser, Message
 from services.errors.app import MoreLikeThisDisabledError
 from services.errors.message import MessageNotExistsError
 
@@ -88,12 +88,19 @@ class CompletionAppGenerator(MessageBasedAppGenerator):
                 tenant_id=app_model.tenant_id, config=args.get("model_config")
             )
 
+        role = CreatedByRole.ACCOUNT if isinstance(user, Account) else CreatedByRole.END_USER
+
         # parse files
         files = args["files"] if args.get("files") else []
-        message_file_parser = MessageFileParser(tenant_id=app_model.tenant_id, app_id=app_model.id)
         file_extra_config = FileUploadConfigManager.convert(override_model_config_dict or app_model_config.to_dict())
         if file_extra_config:
-            file_objs = message_file_parser.validate_and_transform_files_arg(files, file_extra_config, user)
+            file_objs = file_factory.build_from_mappings(
+                mappings=files,
+                tenant_id=app_model.tenant_id,
+                user_id=user.id,
+                role=role,
+                config=file_extra_config,
+            )
         else:
             file_objs = []
 
@@ -103,6 +110,7 @@ class CompletionAppGenerator(MessageBasedAppGenerator):
         )
 
         # get tracing instance
+        user_id = user.id if isinstance(user, Account) else user.session_id
         trace_manager = TraceQueueManager(app_model.id)
 
         # init application generate entity
@@ -110,7 +118,7 @@ class CompletionAppGenerator(MessageBasedAppGenerator):
             task_id=str(uuid.uuid4()),
             app_config=app_config,
             model_conf=ModelConfigConverter.convert(app_config),
-            inputs=self._get_cleaned_inputs(inputs, app_config),
+            inputs=self._prepare_user_inputs(user_inputs=inputs, app_config=app_config, user_id=user.id, role=role),
             query=query,
             files=file_objs,
             user_id=user.id,
@@ -251,10 +259,16 @@ class CompletionAppGenerator(MessageBasedAppGenerator):
         override_model_config_dict["model"] = model_dict
 
         # parse files
-        message_file_parser = MessageFileParser(tenant_id=app_model.tenant_id, app_id=app_model.id)
+        role = CreatedByRole.ACCOUNT if isinstance(user, Account) else CreatedByRole.END_USER
-        file_extra_config = FileUploadConfigManager.convert(override_model_config_dict or app_model_config.to_dict())
+        file_extra_config = FileUploadConfigManager.convert(override_model_config_dict)
         if file_extra_config:
-            file_objs = message_file_parser.validate_and_transform_files_arg(message.files, file_extra_config, user)
+            file_objs = file_factory.build_from_mappings(
+                mappings=message.message_files,
+                tenant_id=app_model.tenant_id,
+                user_id=user.id,
+                role=role,
+                config=file_extra_config,
+            )
         else:
             file_objs = []
 

api/core/app/apps/message_based_app_generator.py

@@ -26,7 +26,7 @@ from core.app.entities.task_entities import (
 from core.app.task_pipeline.easy_ui_based_generate_task_pipeline import EasyUIBasedGenerateTaskPipeline
 from core.prompt.utils.prompt_template_parser import PromptTemplateParser
 from extensions.ext_database import db
-from models.account import Account
+from models import Account
 from models.model import App, AppMode, AppModelConfig, Conversation, EndUser, Message, MessageFile
 from services.errors.app_model_config import AppModelConfigBrokenError
 from services.errors.conversation import ConversationCompletedError, ConversationNotExistsError
@@ -235,13 +235,13 @@ class MessageBasedAppGenerator(BaseAppGenerator):
         for file in application_generate_entity.files:
             message_file = MessageFile(
                 message_id=message.id,
-                type=file.type.value,
+                type=file.type,
-                transfer_method=file.transfer_method.value,
+                transfer_method=file.transfer_method,
                 belongs_to="user",
-                url=file.url,
+                url=file.remote_url,
                 upload_file_id=file.related_id,
                 created_by_role=("account" if account_id else "end_user"),
-                created_by=account_id or end_user_id,
+                created_by=account_id or end_user_id or "",
             )
             db.session.add(message_file)
             db.session.commit()

api/core/app/apps/workflow/app_generator.py

@@ -3,7 +3,7 @@ import logging
 import os
 import threading
 import uuid
-from collections.abc import Generator
+from collections.abc import Generator, Mapping, Sequence
 from typing import Any, Literal, Optional, Union, overload
 
 from flask import Flask, current_app
@@ -20,13 +20,12 @@ from core.app.apps.workflow.generate_response_converter import WorkflowAppGenera
 from core.app.apps.workflow.generate_task_pipeline import WorkflowAppGenerateTaskPipeline
 from core.app.entities.app_invoke_entities import InvokeFrom, WorkflowAppGenerateEntity
 from core.app.entities.task_entities import WorkflowAppBlockingResponse, WorkflowAppStreamResponse
-from core.file.message_file_parser import MessageFileParser
 from core.model_runtime.errors.invoke import InvokeAuthorizationError, InvokeError
 from core.ops.ops_trace_manager import TraceQueueManager
+from enums import CreatedByRole
 from extensions.ext_database import db
-from models.account import Account
+from factories import file_factory
-from models.model import App, EndUser
+from models import Account, App, EndUser, Workflow
-from models.workflow import Workflow
 
 logger = logging.getLogger(__name__)
 
@@ -63,49 +62,46 @@ class WorkflowAppGenerator(BaseAppGenerator):
         app_model: App,
         workflow: Workflow,
         user: Union[Account, EndUser],
-        args: dict,
+        args: Mapping[str, Any],
         invoke_from: InvokeFrom,
         stream: bool = True,
         call_depth: int = 0,
         workflow_thread_pool_id: Optional[str] = None,
     ):
-        """
+        files: Sequence[Mapping[str, Any]] = args.get("files") or []
-        Generate App response.
 
-        :param app_model: App
+        role = CreatedByRole.ACCOUNT if isinstance(user, Account) else CreatedByRole.END_USER
-        :param workflow: Workflow
-        :param user: account or end user
-        :param args: request args
-        :param invoke_from: invoke from source
-        :param stream: is stream
-        :param call_depth: call depth
-        :param workflow_thread_pool_id: workflow thread pool id
-        """
-        inputs = args["inputs"]
 
         # parse files
-        files = args["files"] if args.get("files") else []
-        message_file_parser = MessageFileParser(tenant_id=app_model.tenant_id, app_id=app_model.id)
         file_extra_config = FileUploadConfigManager.convert(workflow.features_dict, is_vision=False)
-        if file_extra_config:
+        system_files = file_factory.build_from_mappings(
-            file_objs = message_file_parser.validate_and_transform_files_arg(files, file_extra_config, user)
+            mappings=files,
-        else:
+            tenant_id=app_model.tenant_id,
-            file_objs = []
+            user_id=user.id,
+            role=role,
+            config=file_extra_config,
+        )
 
         # convert to app config
-        app_config = WorkflowAppConfigManager.get_app_config(app_model=app_model, workflow=workflow)
+        app_config = WorkflowAppConfigManager.get_app_config(
+            app_model=app_model,
+            workflow=workflow,
+        )
 
         # get tracing instance
-        user_id = user.id if isinstance(user, Account) else user.session_id
+        trace_manager = TraceQueueManager(
-        trace_manager = TraceQueueManager(app_model.id, user_id)
+            app_id=app_model.id,
+            user_id=user.id if isinstance(user, Account) else user.session_id,
+        )
 
+        inputs: Mapping[str, Any] = args["inputs"]
         workflow_run_id = str(uuid.uuid4())
         # init application generate entity
         application_generate_entity = WorkflowAppGenerateEntity(
             task_id=str(uuid.uuid4()),
             app_config=app_config,
-            inputs=self._get_cleaned_inputs(inputs, app_config),
+            inputs=self._prepare_user_inputs(user_inputs=inputs, app_config=app_config, user_id=user.id, role=role),
-            files=file_objs,
+            files=system_files,
             user_id=user.id,
             stream=stream,
             invoke_from=invoke_from,

api/core/app/apps/workflow/app_runner.py

@@ -1,20 +1,19 @@
 import logging
-import os
 from typing import Optional, cast
 
+from configs import dify_config
 from core.app.apps.base_app_queue_manager import AppQueueManager
 from core.app.apps.workflow.app_config_manager import WorkflowAppConfig
 from core.app.apps.workflow_app_runner import WorkflowBasedAppRunner
-from core.app.apps.workflow_logging_callback import WorkflowLoggingCallback
 from core.app.entities.app_invoke_entities import (
     InvokeFrom,
     WorkflowAppGenerateEntity,
 )
-from core.workflow.callbacks.base_workflow_callback import WorkflowCallback
+from core.workflow.callbacks import WorkflowCallback, WorkflowLoggingCallback
-from core.workflow.entities.node_entities import UserFrom
 from core.workflow.entities.variable_pool import VariablePool
 from core.workflow.enums import SystemVariableKey
 from core.workflow.workflow_entry import WorkflowEntry
+from enums import UserFrom
 from extensions.ext_database import db
 from models.model import App, EndUser
 from models.workflow import WorkflowType
@@ -71,7 +70,7 @@ class WorkflowAppRunner(WorkflowBasedAppRunner):
         db.session.close()
 
         workflow_callbacks: list[WorkflowCallback] = []
-        if bool(os.environ.get("DEBUG", "False").lower() == "true"):
+        if dify_config.DEBUG:
             workflow_callbacks.append(WorkflowLoggingCallback())
 
         # if only single iteration run is requested

api/core/app/apps/workflow/generate_task_pipeline.py

@@ -1,4 +1,3 @@
-import json
 import logging
 import time
 from collections.abc import Generator
@@ -334,9 +333,7 @@ class WorkflowAppGenerateTaskPipeline(BasedGenerateTaskPipeline, WorkflowCycleMa
                     start_at=graph_runtime_state.start_at,
                     total_tokens=graph_runtime_state.total_tokens,
                     total_steps=graph_runtime_state.node_run_steps,
-                    outputs=json.dumps(event.outputs)
+                    outputs=event.outputs,
-                    if isinstance(event, QueueWorkflowSucceededEvent) and event.outputs
-                    else None,
                     conversation_id=None,
                     trace_manager=trace_manager,
                 )

api/core/app/apps/workflow_app_runner.py

@@ -20,7 +20,6 @@ from core.app.entities.queue_entities import (
     QueueWorkflowStartedEvent,
     QueueWorkflowSucceededEvent,
 )
-from core.workflow.entities.node_entities import NodeType
 from core.workflow.entities.variable_pool import VariablePool
 from core.workflow.graph_engine.entities.event import (
     GraphEngineEvent,
@@ -45,6 +44,7 @@ from core.workflow.nodes.base_node import BaseNode
 from core.workflow.nodes.iteration.entities import IterationNodeData
 from core.workflow.nodes.node_mapping import node_classes
 from core.workflow.workflow_entry import WorkflowEntry
+from enums import NodeType
 from extensions.ext_database import db
 from models.model import App
 from models.workflow import Workflow

api/core/app/entities/app_invoke_entities.py

@@ -1,4 +1,4 @@
-from collections.abc import Mapping
+from collections.abc import Mapping, Sequence
 from enum import Enum
 from typing import Any, Optional
 
@@ -6,7 +6,7 @@ from pydantic import BaseModel, ConfigDict
 
 from core.app.app_config.entities import AppConfig, EasyUIBasedAppConfig, WorkflowUIBasedAppConfig
 from core.entities.provider_configuration import ProviderModelBundle
-from core.file.file_obj import FileVar
+from core.file.models import File
 from core.model_runtime.entities.model_entities import AIModelEntity
 from core.ops.ops_trace_manager import TraceQueueManager
 
@@ -22,7 +22,7 @@ class InvokeFrom(Enum):
     DEBUGGER = "debugger"
 
     @classmethod
-    def value_of(cls, value: str) -> "InvokeFrom":
+    def value_of(cls, value: str):
         """
         Get value of given mode.
 
@@ -81,7 +81,7 @@ class AppGenerateEntity(BaseModel):
     app_config: AppConfig
 
     inputs: Mapping[str, Any]
-    files: list[FileVar] = []
+    files: Sequence[File]
     user_id: str
 
     # extras

api/core/app/entities/queue_entities.py

@@ -6,8 +6,9 @@ from pydantic import BaseModel, field_validator
 
 from core.model_runtime.entities.llm_entities import LLMResult, LLMResultChunk
 from core.workflow.entities.base_node_data_entities import BaseNodeData
-from core.workflow.entities.node_entities import NodeRunMetadataKey, NodeType
+from core.workflow.entities.node_entities import NodeRunMetadataKey
 from core.workflow.graph_engine.entities.graph_runtime_state import GraphRuntimeState
+from enums import NodeType
 
 
 class QueueEvent(str, Enum):

api/core/app/entities/task_entities.py

@@ -1,3 +1,4 @@
+from collections.abc import Mapping, Sequence
 from enum import Enum
 from typing import Any, Optional
 
@@ -119,6 +120,7 @@ class MessageEndStreamResponse(StreamResponse):
     event: StreamEvent = StreamEvent.MESSAGE_END
     id: str
     metadata: dict = {}
+    files: Optional[Sequence[Mapping[str, Any]]] = None
 
 
 class MessageFileStreamResponse(StreamResponse):

api/core/app/segments/parser.py

@@ -1,18 +0,0 @@
-import re
-
-from core.workflow.entities.variable_pool import VariablePool
-
-from . import SegmentGroup, factory
-
-VARIABLE_PATTERN = re.compile(r"\{\{#([a-zA-Z0-9_]{1,50}(?:\.[a-zA-Z_][a-zA-Z0-9_]{0,29}){1,10})#\}\}")
-
-
-def convert_template(*, template: str, variable_pool: VariablePool):
-    parts = re.split(VARIABLE_PATTERN, template)
-    segments = []
-    for part in filter(lambda x: x, parts):
-        if "." in part and (value := variable_pool.get(part.split("."))):
-            segments.append(value)
-        else:
-            segments.append(factory.build_segment(part))
-    return SegmentGroup(value=segments)

api/core/app/task_pipeline/workflow_cycle_manage.py

@@ -1,5 +1,6 @@
 import json
 import time
+from collections.abc import Mapping, Sequence
 from datetime import datetime, timezone
 from typing import Any, Optional, Union, cast
 
@@ -27,15 +28,15 @@ from core.app.entities.task_entities import (
     WorkflowStartStreamResponse,
     WorkflowTaskState,
 )
-from core.file.file_obj import FileVar
+from core.file import FILE_MODEL_IDENTITY, File
 from core.model_runtime.utils.encoders import jsonable_encoder
 from core.ops.entities.trace_entity import TraceTaskName
 from core.ops.ops_trace_manager import TraceQueueManager, TraceTask
 from core.tools.tool_manager import ToolManager
-from core.workflow.entities.node_entities import NodeType
 from core.workflow.enums import SystemVariableKey
 from core.workflow.nodes.tool.entities import ToolNodeData
 from core.workflow.workflow_entry import WorkflowEntry
+from enums import NodeType, WorkflowRunTriggeredFrom
 from extensions.ext_database import db
 from models.account import Account
 from models.model import EndUser
@@ -47,7 +48,6 @@ from models.workflow import (
     WorkflowNodeExecutionTriggeredFrom,
     WorkflowRun,
     WorkflowRunStatus,
-    WorkflowRunTriggeredFrom,
 )
 
 
@@ -117,7 +117,7 @@ class WorkflowCycleManage:
         start_at: float,
         total_tokens: int,
         total_steps: int,
-        outputs: Optional[str] = None,
+        outputs: Mapping[str, Any] | None = None,
         conversation_id: Optional[str] = None,
         trace_manager: Optional[TraceQueueManager] = None,
     ) -> WorkflowRun:
@@ -133,8 +133,10 @@ class WorkflowCycleManage:
         """
         workflow_run = self._refetch_workflow_run(workflow_run.id)
 
+        outputs = WorkflowEntry.handle_special_values(outputs)
+
         workflow_run.status = WorkflowRunStatus.SUCCEEDED.value
-        workflow_run.outputs = outputs
+        workflow_run.outputs = json.dumps(outputs) if outputs else None
         workflow_run.elapsed_time = time.perf_counter() - start_at
         workflow_run.total_tokens = total_tokens
         workflow_run.total_steps = total_steps
@@ -286,10 +288,11 @@ class WorkflowCycleManage:
 
         db.session.commit()
         db.session.close()
+        process_data = WorkflowEntry.handle_special_values(event.process_data)
 
         workflow_node_execution.status = WorkflowNodeExecutionStatus.SUCCEEDED.value
         workflow_node_execution.inputs = json.dumps(inputs) if inputs else None
-        workflow_node_execution.process_data = json.dumps(event.process_data) if event.process_data else None
+        workflow_node_execution.process_data = json.dumps(process_data) if process_data else None
         workflow_node_execution.outputs = json.dumps(outputs) if outputs else None
         workflow_node_execution.execution_metadata = execution_metadata
         workflow_node_execution.finished_at = finished_at
@@ -326,11 +329,12 @@ class WorkflowCycleManage:
 
         db.session.commit()
         db.session.close()
+        process_data = WorkflowEntry.handle_special_values(event.process_data)
 
         workflow_node_execution.status = WorkflowNodeExecutionStatus.FAILED.value
         workflow_node_execution.error = event.error
         workflow_node_execution.inputs = json.dumps(inputs) if inputs else None
-        workflow_node_execution.process_data = json.dumps(event.process_data) if event.process_data else None
+        workflow_node_execution.process_data = json.dumps(process_data) if process_data else None
         workflow_node_execution.outputs = json.dumps(outputs) if outputs else None
         workflow_node_execution.finished_at = finished_at
         workflow_node_execution.elapsed_time = elapsed_time
@@ -637,7 +641,7 @@ class WorkflowCycleManage:
             ),
         )
 
-    def _fetch_files_from_node_outputs(self, outputs_dict: dict) -> list[dict]:
+    def _fetch_files_from_node_outputs(self, outputs_dict: dict) -> Sequence[Mapping[str, Any]]:
         """
         Fetch files from node outputs
         :param outputs_dict: node outputs dict
@@ -646,15 +650,15 @@ class WorkflowCycleManage:
         if not outputs_dict:
             return []
 
-        files = []
+        files = [self._fetch_files_from_variable_value(output_value) for output_value in outputs_dict.values()]
-        for output_var, output_value in outputs_dict.items():
+        # Remove None
-            file_vars = self._fetch_files_from_variable_value(output_value)
+        files = [file for file in files if file]
-            if file_vars:
+        # Flatten list
-                files.extend(file_vars)
+        files = [file for sublist in files for file in sublist]
 
         return files
 
-    def _fetch_files_from_variable_value(self, value: Union[dict, list]) -> list[dict]:
+    def _fetch_files_from_variable_value(self, value: Union[dict, list]) -> Sequence[Mapping[str, Any]]:
         """
         Fetch files from variable value
         :param value: variable value
@@ -666,17 +670,17 @@ class WorkflowCycleManage:
         files = []
         if isinstance(value, list):
             for item in value:
-                file_var = self._get_file_var_from_value(item)
+                file = self._get_file_var_from_value(item)
-                if file_var:
+                if file:
-                    files.append(file_var)
+                    files.append(file)
         elif isinstance(value, dict):
-            file_var = self._get_file_var_from_value(value)
+            file = self._get_file_var_from_value(value)
-            if file_var:
+            if file:
-                files.append(file_var)
+                files.append(file)
 
         return files
 
-    def _get_file_var_from_value(self, value: Union[dict, list]) -> Optional[dict]:
+    def _get_file_var_from_value(self, value: Union[dict, list]) -> Mapping[str, Any] | None:
         """
         Get file var from value
         :param value: variable value
@@ -685,14 +689,11 @@ class WorkflowCycleManage:
         if not value:
             return None
 
-        if isinstance(value, dict):
+        if isinstance(value, dict) and value.get("dify_model_identity") == FILE_MODEL_IDENTITY:
-            if "__variant" in value and value["__variant"] == FileVar.__name__:
+            return value
-                return value
+        elif isinstance(value, File):
-        elif isinstance(value, FileVar):
             return value.to_dict()
 
-        return None
-
     def _refetch_workflow_run(self, workflow_run_id: str) -> WorkflowRun:
         """
         Refetch workflow run

api/core/entities/message_entities.py

@@ -1,29 +0,0 @@
-import enum
-from typing import Any
-
-from pydantic import BaseModel
-
-
-class PromptMessageFileType(enum.Enum):
-    IMAGE = "image"
-
-    @staticmethod
-    def value_of(value):
-        for member in PromptMessageFileType:
-            if member.value == value:
-                return member
-        raise ValueError(f"No matching enum found for value '{value}'")
-
-
-class PromptMessageFile(BaseModel):
-    type: PromptMessageFileType
-    data: Any = None
-
-
-class ImagePromptMessageFile(PromptMessageFile):
-    class DETAIL(enum.Enum):
-        LOW = "low"
-        HIGH = "high"
-
-    type: PromptMessageFileType = PromptMessageFileType.IMAGE
-    detail: DETAIL = DETAIL.LOW

api/core/file/__init__.py

@@ -0,0 +1,19 @@
+from .constants import FILE_MODEL_IDENTITY
+from .enums import ArrayFileAttribute, FileAttribute, FileBelongsTo, FileTransferMethod, FileType
+from .models import (
+    File,
+    FileExtraConfig,
+    ImageConfig,
+)
+
+__all__ = [
+    "FileType",
+    "FileExtraConfig",
+    "FileTransferMethod",
+    "FileBelongsTo",
+    "File",
+    "ImageConfig",
+    "FileAttribute",
+    "ArrayFileAttribute",
+    "FILE_MODEL_IDENTITY",
+]

api/core/file/constants.py

@@ -0,0 +1 @@
+FILE_MODEL_IDENTITY = "__dify__file__"

api/core/file/enums.py

@@ -0,0 +1,55 @@
+from enum import Enum
+
+
+class FileType(str, Enum):
+    IMAGE = "image"
+    DOCUMENT = "document"
+    AUDIO = "audio"
+    VIDEO = "video"
+    CUSTOM = "custom"
+
+    @staticmethod
+    def value_of(value):
+        for member in FileType:
+            if member.value == value:
+                return member
+        raise ValueError(f"No matching enum found for value '{value}'")
+
+
+class FileTransferMethod(str, Enum):
+    REMOTE_URL = "remote_url"
+    LOCAL_FILE = "local_file"
+    TOOL_FILE = "tool_file"
+
+    @staticmethod
+    def value_of(value):
+        for member in FileTransferMethod:
+            if member.value == value:
+                return member
+        raise ValueError(f"No matching enum found for value '{value}'")
+
+
+class FileBelongsTo(str, Enum):
+    USER = "user"
+    ASSISTANT = "assistant"
+
+    @staticmethod
+    def value_of(value):
+        for member in FileBelongsTo:
+            if member.value == value:
+                return member
+        raise ValueError(f"No matching enum found for value '{value}'")
+
+
+class FileAttribute(str, Enum):
+    TYPE = "type"
+    SIZE = "size"
+    NAME = "name"
+    MIME_TYPE = "mime_type"
+    TRANSFER_METHOD = "transfer_method"
+    URL = "url"
+    EXTENSION = "extension"
+
+
+class ArrayFileAttribute(str, Enum):
+    LENGTH = "length"

api/core/file/file_manager.py

@@ -0,0 +1,136 @@
+import base64
+
+from configs import dify_config
+from core.model_runtime.entities.message_entities import ImagePromptMessageContent
+from extensions.ext_database import db
+from extensions.ext_storage import storage
+from models import UploadFile
+
+from . import helpers
+from .enums import FileAttribute
+from .models import File, FileTransferMethod, FileType
+from .tool_file_parser import ToolFileParser
+
+
+def get_attr(*, file: "File", attr: "FileAttribute"):
+    match attr:
+        case FileAttribute.TYPE:
+            return file.type.value
+        case FileAttribute.SIZE:
+            return file.size
+        case FileAttribute.NAME:
+            return file.filename
+        case FileAttribute.MIME_TYPE:
+            return file.mime_type
+        case FileAttribute.TRANSFER_METHOD:
+            return file.transfer_method.value
+        case FileAttribute.URL:
+            return file.remote_url
+        case FileAttribute.EXTENSION:
+            return file.extension
+        case _:
+            raise ValueError(f"Invalid file attribute: {attr}")
+
+
+def to_prompt_message_content(file: "File", /):
+    """
+    Convert a File object to an ImagePromptMessageContent object.
+
+    This function takes a File object and converts it to an ImagePromptMessageContent
+    object, which can be used as a prompt for image-based AI models.
+
+    Args:
+        file (File): The File object to convert. Must be of type FileType.IMAGE.
+
+    Returns:
+        ImagePromptMessageContent: An object containing the image data and detail level.
+
+    Raises:
+        ValueError: If the file is not an image or if the file data is missing.
+
+    Note:
+        The detail level of the image prompt is determined by the file's extra_config.
+        If not specified, it defaults to ImagePromptMessageContent.DETAIL.LOW.
+    """
+    if file.type != FileType.IMAGE:
+        raise ValueError("Only image file can convert to prompt message content")
+
+    url_or_b64_data = _get_url_or_b64_data(file=file)
+    if url_or_b64_data is None:
+        raise ValueError("Missing file data")
+
+    # decide the detail of image prompt message content
+    if file._extra_config and file._extra_config.image_config and file._extra_config.image_config.detail:
+        detail = file._extra_config.image_config.detail
+    else:
+        detail = ImagePromptMessageContent.DETAIL.LOW
+
+    return ImagePromptMessageContent(data=url_or_b64_data, detail=detail)
+
+
+def download(*, upload_file_id: str, tenant_id: str):
+    upload_file = (
+        db.session.query(UploadFile).filter(UploadFile.id == upload_file_id, UploadFile.tenant_id == tenant_id).first()
+    )
+
+    if not upload_file:
+        raise ValueError("upload file not found")
+
+    return _download(upload_file.key)
+
+
+def _download(path: str, /):
+    """
+    Download and return the contents of a file as bytes.
+
+    This function loads the file from storage and ensures it's in bytes format.
+
+    Args:
+        path (str): The path to the file in storage.
+
+    Returns:
+        bytes: The contents of the file as a bytes object.
+
+    Raises:
+        ValueError: If the loaded file is not a bytes object.
+    """
+    data = storage.load(path, stream=False)
+    if not isinstance(data, bytes):
+        raise ValueError(f"file {path} is not a bytes object")
+    return data
+
+
+def _get_base64(*, upload_file_id: str, tenant_id: str) -> str | None:
+    upload_file = (
+        db.session.query(UploadFile).filter(UploadFile.id == upload_file_id, UploadFile.tenant_id == tenant_id).first()
+    )
+
+    if not upload_file:
+        return None
+
+    data = _download(upload_file.key)
+    if data is None:
+        return None
+
+    encoded_string = base64.b64encode(data).decode("utf-8")
+    return f"data:{upload_file.mime_type};base64,{encoded_string}"
+
+
+def _get_url_or_b64_data(file: "File"):
+    if file.type == FileType.IMAGE:
+        if file.transfer_method == FileTransferMethod.REMOTE_URL:
+            return file.remote_url
+        elif file.transfer_method == FileTransferMethod.LOCAL_FILE:
+            if file.related_id is None:
+                raise ValueError("Missing file related_id")
+
+            if dify_config.MULTIMODAL_SEND_IMAGE_FORMAT == "url":
+                return helpers.get_signed_image_url(upload_file_id=file.related_id)
+            return _get_base64(upload_file_id=file.related_id, tenant_id=file.tenant_id)
+        elif file.transfer_method == FileTransferMethod.TOOL_FILE:
+            # add sign url
+            if file.related_id is None or file.extension is None:
+                raise ValueError("Missing file related_id or extension")
+            return ToolFileParser.get_tool_file_manager().sign_file(
+                tool_file_id=file.related_id, extension=file.extension
+            )

api/core/file/file_obj.py

@@ -1,145 +0,0 @@
-import enum
-from typing import Any, Optional
-
-from pydantic import BaseModel
-
-from core.file.tool_file_parser import ToolFileParser
-from core.file.upload_file_parser import UploadFileParser
-from core.model_runtime.entities.message_entities import ImagePromptMessageContent
-from extensions.ext_database import db
-
-
-class FileExtraConfig(BaseModel):
-    """
-    File Upload Entity.
-    """
-
-    image_config: Optional[dict[str, Any]] = None
-
-
-class FileType(enum.Enum):
-    IMAGE = "image"
-
-    @staticmethod
-    def value_of(value):
-        for member in FileType:
-            if member.value == value:
-                return member
-        raise ValueError(f"No matching enum found for value '{value}'")
-
-
-class FileTransferMethod(enum.Enum):
-    REMOTE_URL = "remote_url"
-    LOCAL_FILE = "local_file"
-    TOOL_FILE = "tool_file"
-
-    @staticmethod
-    def value_of(value):
-        for member in FileTransferMethod:
-            if member.value == value:
-                return member
-        raise ValueError(f"No matching enum found for value '{value}'")
-
-
-class FileBelongsTo(enum.Enum):
-    USER = "user"
-    ASSISTANT = "assistant"
-
-    @staticmethod
-    def value_of(value):
-        for member in FileBelongsTo:
-            if member.value == value:
-                return member
-        raise ValueError(f"No matching enum found for value '{value}'")
-
-
-class FileVar(BaseModel):
-    id: Optional[str] = None  # message file id
-    tenant_id: str
-    type: FileType
-    transfer_method: FileTransferMethod
-    url: Optional[str] = None  # remote url
-    related_id: Optional[str] = None
-    extra_config: Optional[FileExtraConfig] = None
-    filename: Optional[str] = None
-    extension: Optional[str] = None
-    mime_type: Optional[str] = None
-
-    def to_dict(self) -> dict:
-        return {
-            "__variant": self.__class__.__name__,
-            "tenant_id": self.tenant_id,
-            "type": self.type.value,
-            "transfer_method": self.transfer_method.value,
-            "url": self.preview_url,
-            "remote_url": self.url,
-            "related_id": self.related_id,
-            "filename": self.filename,
-            "extension": self.extension,
-            "mime_type": self.mime_type,
-        }
-
-    def to_markdown(self) -> str:
-        """
-        Convert file to markdown
-        :return:
-        """
-        preview_url = self.preview_url
-        if self.type == FileType.IMAGE:
-            text = f'![{self.filename or ""}]({preview_url})'
-        else:
-            text = f"[{self.filename or preview_url}]({preview_url})"
-
-        return text
-
-    @property
-    def data(self) -> Optional[str]:
-        """
-        Get image data, file signed url or base64 data
-        depending on config MULTIMODAL_SEND_IMAGE_FORMAT
-        :return:
-        """
-        return self._get_data()
-
-    @property
-    def preview_url(self) -> Optional[str]:
-        """
-        Get signed preview url
-        :return:
-        """
-        return self._get_data(force_url=True)
-
-    @property
-    def prompt_message_content(self) -> ImagePromptMessageContent:
-        if self.type == FileType.IMAGE:
-            image_config = self.extra_config.image_config
-
-            return ImagePromptMessageContent(
-                data=self.data,
-                detail=ImagePromptMessageContent.DETAIL.HIGH
-                if image_config.get("detail") == "high"
-                else ImagePromptMessageContent.DETAIL.LOW,
-            )
-
-    def _get_data(self, force_url: bool = False) -> Optional[str]:
-        from models.model import UploadFile
-
-        if self.type == FileType.IMAGE:
-            if self.transfer_method == FileTransferMethod.REMOTE_URL:
-                return self.url
-            elif self.transfer_method == FileTransferMethod.LOCAL_FILE:
-                upload_file = (
-                    db.session.query(UploadFile)
-                    .filter(UploadFile.id == self.related_id, UploadFile.tenant_id == self.tenant_id)
-                    .first()
-                )
-
-                return UploadFileParser.get_image_data(upload_file=upload_file, force_url=force_url)
-            elif self.transfer_method == FileTransferMethod.TOOL_FILE:
-                extension = self.extension
-                # add sign url
-                return ToolFileParser.get_tool_file_manager().sign_file(
-                    tool_file_id=self.related_id, extension=extension
-                )
-
-        return None

api/core/file/helpers.py

@@ -0,0 +1,61 @@
+import base64
+import hashlib
+import hmac
+import os
+import time
+
+from configs import dify_config
+
+
+def get_signed_image_url(upload_file_id: str) -> str:
+    url = f"{dify_config.FILES_URL}/files/{upload_file_id}/image-preview"
+
+    timestamp = str(int(time.time()))
+    nonce = os.urandom(16).hex()
+    key = dify_config.SECRET_KEY.encode()
+    msg = f"image-preview|{upload_file_id}|{timestamp}|{nonce}"
+    sign = hmac.new(key, msg.encode(), hashlib.sha256).digest()
+    encoded_sign = base64.urlsafe_b64encode(sign).decode()
+
+    return f"{url}?timestamp={timestamp}&nonce={nonce}&sign={encoded_sign}"
+
+
+def get_signed_file_url(upload_file_id: str) -> str:
+    url = f"{dify_config.FILES_URL}/files/{upload_file_id}/file-preview"
+
+    timestamp = str(int(time.time()))
+    nonce = os.urandom(16).hex()
+    key = dify_config.SECRET_KEY.encode()
+    msg = f"file-preview|{upload_file_id}|{timestamp}|{nonce}"
+    sign = hmac.new(key, msg.encode(), hashlib.sha256).digest()
+    encoded_sign = base64.urlsafe_b64encode(sign).decode()
+
+    return f"{url}?timestamp={timestamp}&nonce={nonce}&sign={encoded_sign}"
+
+
+def verify_image_signature(*, upload_file_id: str, timestamp: str, nonce: str, sign: str) -> bool:
+    data_to_sign = f"image-preview|{upload_file_id}|{timestamp}|{nonce}"
+    secret_key = dify_config.SECRET_KEY.encode()
+    recalculated_sign = hmac.new(secret_key, data_to_sign.encode(), hashlib.sha256).digest()
+    recalculated_encoded_sign = base64.urlsafe_b64encode(recalculated_sign).decode()
+
+    # verify signature
+    if sign != recalculated_encoded_sign:
+        return False
+
+    current_time = int(time.time())
+    return current_time - int(timestamp) <= dify_config.FILES_ACCESS_TIMEOUT
+
+
+def verify_file_signature(*, upload_file_id: str, timestamp: str, nonce: str, sign: str) -> bool:
+    data_to_sign = f"file-preview|{upload_file_id}|{timestamp}|{nonce}"
+    secret_key = dify_config.SECRET_KEY.encode()
+    recalculated_sign = hmac.new(secret_key, data_to_sign.encode(), hashlib.sha256).digest()
+    recalculated_encoded_sign = base64.urlsafe_b64encode(recalculated_sign).decode()
+
+    # verify signature
+    if sign != recalculated_encoded_sign:
+        return False
+
+    current_time = int(time.time())
+    return current_time - int(timestamp) <= dify_config.FILES_ACCESS_TIMEOUT

api/core/file/message_file_parser.py

@@ -1,243 +0,0 @@
-import re
-from collections.abc import Mapping, Sequence
-from typing import Any, Union
-from urllib.parse import parse_qs, urlparse
-
-import requests
-
-from core.file.file_obj import FileBelongsTo, FileExtraConfig, FileTransferMethod, FileType, FileVar
-from extensions.ext_database import db
-from models.account import Account
-from models.model import EndUser, MessageFile, UploadFile
-from services.file_service import IMAGE_EXTENSIONS
-
-
-class MessageFileParser:
-    def __init__(self, tenant_id: str, app_id: str) -> None:
-        self.tenant_id = tenant_id
-        self.app_id = app_id
-
-    def validate_and_transform_files_arg(
-        self, files: Sequence[Mapping[str, Any]], file_extra_config: FileExtraConfig, user: Union[Account, EndUser]
-    ) -> list[FileVar]:
-        """
-        validate and transform files arg
-
-        :param files:
-        :param file_extra_config:
-        :param user:
-        :return:
-        """
-        for file in files:
-            if not isinstance(file, dict):
-                raise ValueError("Invalid file format, must be dict")
-            if not file.get("type"):
-                raise ValueError("Missing file type")
-            FileType.value_of(file.get("type"))
-            if not file.get("transfer_method"):
-                raise ValueError("Missing file transfer method")
-            FileTransferMethod.value_of(file.get("transfer_method"))
-            if file.get("transfer_method") == FileTransferMethod.REMOTE_URL.value:
-                if not file.get("url"):
-                    raise ValueError("Missing file url")
-                if not file.get("url").startswith("http"):
-                    raise ValueError("Invalid file url")
-            if file.get("transfer_method") == FileTransferMethod.LOCAL_FILE.value and not file.get("upload_file_id"):
-                raise ValueError("Missing file upload_file_id")
-            if file.get("transform_method") == FileTransferMethod.TOOL_FILE.value and not file.get("tool_file_id"):
-                raise ValueError("Missing file tool_file_id")
-
-        # transform files to file objs
-        type_file_objs = self._to_file_objs(files, file_extra_config)
-
-        # validate files
-        new_files = []
-        for file_type, file_objs in type_file_objs.items():
-            if file_type == FileType.IMAGE:
-                # parse and validate files
-                image_config = file_extra_config.image_config
-
-                # check if image file feature is enabled
-                if not image_config:
-                    continue
-
-                # Validate number of files
-                if len(files) > image_config["number_limits"]:
-                    raise ValueError(f"Number of image files exceeds the maximum limit {image_config['number_limits']}")
-
-                for file_obj in file_objs:
-                    # Validate transfer method
-                    if file_obj.transfer_method.value not in image_config["transfer_methods"]:
-                        raise ValueError(f"Invalid transfer method: {file_obj.transfer_method.value}")
-
-                    # Validate file type
-                    if file_obj.type != FileType.IMAGE:
-                        raise ValueError(f"Invalid file type: {file_obj.type}")
-
-                    if file_obj.transfer_method == FileTransferMethod.REMOTE_URL:
-                        # check remote url valid and is image
-                        result, error = self._check_image_remote_url(file_obj.url)
-                        if result is False:
-                            raise ValueError(error)
-                    elif file_obj.transfer_method == FileTransferMethod.LOCAL_FILE:
-                        # get upload file from upload_file_id
-                        upload_file = (
-                            db.session.query(UploadFile)
-                            .filter(
-                                UploadFile.id == file_obj.related_id,
-                                UploadFile.tenant_id == self.tenant_id,
-                                UploadFile.created_by == user.id,
-                                UploadFile.created_by_role == ("account" if isinstance(user, Account) else "end_user"),
-                                UploadFile.extension.in_(IMAGE_EXTENSIONS),
-                            )
-                            .first()
-                        )
-
-                        # check upload file is belong to tenant and user
-                        if not upload_file:
-                            raise ValueError("Invalid upload file")
-
-                    new_files.append(file_obj)
-
-        # return all file objs
-        return new_files
-
-    def transform_message_files(self, files: list[MessageFile], file_extra_config: FileExtraConfig):
-        """
-        transform message files
-
-        :param files:
-        :param file_extra_config:
-        :return:
-        """
-        # transform files to file objs
-        type_file_objs = self._to_file_objs(files, file_extra_config)
-
-        # return all file objs
-        return [file_obj for file_objs in type_file_objs.values() for file_obj in file_objs]
-
-    def _to_file_objs(
-        self, files: list[Union[dict, MessageFile]], file_extra_config: FileExtraConfig
-    ) -> dict[FileType, list[FileVar]]:
-        """
-        transform files to file objs
-
-        :param files:
-        :param file_extra_config:
-        :return:
-        """
-        type_file_objs: dict[FileType, list[FileVar]] = {
-            # Currently only support image
-            FileType.IMAGE: []
-        }
-
-        if not files:
-            return type_file_objs
-
-        # group by file type and convert file args or message files to FileObj
-        for file in files:
-            if isinstance(file, MessageFile):
-                if file.belongs_to == FileBelongsTo.ASSISTANT.value:
-                    continue
-
-            file_obj = self._to_file_obj(file, file_extra_config)
-            if file_obj.type not in type_file_objs:
-                continue
-
-            type_file_objs[file_obj.type].append(file_obj)
-
-        return type_file_objs
-
-    def _to_file_obj(self, file: Union[dict, MessageFile], file_extra_config: FileExtraConfig):
-        """
-        transform file to file obj
-
-        :param file:
-        :return:
-        """
-        if isinstance(file, dict):
-            transfer_method = FileTransferMethod.value_of(file.get("transfer_method"))
-            if transfer_method != FileTransferMethod.TOOL_FILE:
-                return FileVar(
-                    tenant_id=self.tenant_id,
-                    type=FileType.value_of(file.get("type")),
-                    transfer_method=transfer_method,
-                    url=file.get("url") if transfer_method == FileTransferMethod.REMOTE_URL else None,
-                    related_id=file.get("upload_file_id") if transfer_method == FileTransferMethod.LOCAL_FILE else None,
-                    extra_config=file_extra_config,
-                )
-            return FileVar(
-                tenant_id=self.tenant_id,
-                type=FileType.value_of(file.get("type")),
-                transfer_method=transfer_method,
-                url=None,
-                related_id=file.get("tool_file_id"),
-                extra_config=file_extra_config,
-            )
-        else:
-            return FileVar(
-                id=file.id,
-                tenant_id=self.tenant_id,
-                type=FileType.value_of(file.type),
-                transfer_method=FileTransferMethod.value_of(file.transfer_method),
-                url=file.url,
-                related_id=file.upload_file_id or None,
-                extra_config=file_extra_config,
-            )
-
-    def _check_image_remote_url(self, url):
-        try:
-            headers = {
-                "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko)"
-                " Chrome/91.0.4472.124 Safari/537.36"
-            }
-
-            def is_s3_presigned_url(url):
-                try:
-                    parsed_url = urlparse(url)
-                    if "amazonaws.com" not in parsed_url.netloc:
-                        return False
-                    query_params = parse_qs(parsed_url.query)
-
-                    def check_presign_v2(query_params):
-                        required_params = ["Signature", "Expires"]
-                        for param in required_params:
-                            if param not in query_params:
-                                return False
-                        if not query_params["Expires"][0].isdigit():
-                            return False
-                        signature = query_params["Signature"][0]
-                        if not re.match(r"^[A-Za-z0-9+/]+={0,2}$", signature):
-                            return False
-
-                        return True
-
-                    def check_presign_v4(query_params):
-                        required_params = ["X-Amz-Signature", "X-Amz-Expires"]
-                        for param in required_params:
-                            if param not in query_params:
-                                return False
-                        if not query_params["X-Amz-Expires"][0].isdigit():
-                            return False
-                        signature = query_params["X-Amz-Signature"][0]
-                        if not re.match(r"^[A-Za-z0-9+/]+={0,2}$", signature):
-                            return False
-
-                        return True
-
-                    return check_presign_v4(query_params) or check_presign_v2(query_params)
-                except Exception:
-                    return False
-
-            if is_s3_presigned_url(url):
-                response = requests.get(url, headers=headers, allow_redirects=True)
-                if response.status_code in {200, 304}:
-                    return True, ""
-
-            response = requests.head(url, headers=headers, allow_redirects=True)
-            if response.status_code in {200, 304}:
-                return True, ""
-            else:
-                return False, "URL does not exist."
-        except requests.RequestException as e:
-            return False, f"Error checking URL: {e}"

api/core/file/models.py

@@ -0,0 +1,140 @@
+from collections.abc import Mapping, Sequence
+from typing import Optional
+
+from pydantic import BaseModel, Field, model_validator
+
+from core.model_runtime.entities.message_entities import ImagePromptMessageContent
+
+from . import helpers
+from .constants import FILE_MODEL_IDENTITY
+from .enums import FileTransferMethod, FileType
+from .tool_file_parser import ToolFileParser
+
+
+class ImageConfig(BaseModel):
+    """
+    NOTE: This part of validation is deprecated, but still used in app features "Image Upload".
+    """
+
+    number_limits: int = 0
+    transfer_methods: Sequence[FileTransferMethod] = Field(default_factory=list)
+    detail: ImagePromptMessageContent.DETAIL | None = None
+
+
+class FileExtraConfig(BaseModel):
+    """
+    File Upload Entity.
+    """
+
+    image_config: Optional[ImageConfig] = None
+    allowed_file_types: Sequence[FileType] = Field(default_factory=list)
+    allowed_extensions: Sequence[str] = Field(default_factory=list)
+    allowed_upload_methods: Sequence[FileTransferMethod] = Field(default_factory=list)
+    number_limits: int = 0
+
+
+class File(BaseModel):
+    dify_model_identity: str = FILE_MODEL_IDENTITY
+
+    id: Optional[str] = None  # message file id
+    tenant_id: str
+    type: FileType
+    transfer_method: FileTransferMethod
+    remote_url: Optional[str] = None  # remote url
+    related_id: Optional[str] = None
+    filename: Optional[str] = None
+    extension: Optional[str] = Field(default=None, description="File extension, should contains dot")
+    mime_type: Optional[str] = None
+    size: int = -1
+    _extra_config: FileExtraConfig | None = None
+
+    def to_dict(self) -> Mapping[str, str | int | None]:
+        data = self.model_dump(mode="json")
+        return {
+            **data,
+            "url": self.generate_url(),
+        }
+
+    @property
+    def markdown(self) -> str:
+        url = self.generate_url()
+        if self.type == FileType.IMAGE:
+            text = f'![{self.filename or ""}]({url})'
+        else:
+            text = f"[{self.filename or url}]({url})"
+
+        return text
+
+    def generate_url(self) -> Optional[str]:
+        if self.type == FileType.IMAGE:
+            if self.transfer_method == FileTransferMethod.REMOTE_URL:
+                return self.remote_url
+            elif self.transfer_method == FileTransferMethod.LOCAL_FILE:
+                if self.related_id is None:
+                    raise ValueError("Missing file related_id")
+                return helpers.get_signed_image_url(upload_file_id=self.related_id)
+            elif self.transfer_method == FileTransferMethod.TOOL_FILE:
+                assert self.related_id is not None
+                assert self.extension is not None
+                return ToolFileParser.get_tool_file_manager().sign_file(
+                    tool_file_id=self.related_id, extension=self.extension
+                )
+        else:
+            if self.transfer_method == FileTransferMethod.REMOTE_URL:
+                return self.remote_url
+            elif self.transfer_method == FileTransferMethod.LOCAL_FILE:
+                if self.related_id is None:
+                    raise ValueError("Missing file related_id")
+                return helpers.get_signed_file_url(upload_file_id=self.related_id)
+            elif self.transfer_method == FileTransferMethod.TOOL_FILE:
+                assert self.related_id is not None
+                assert self.extension is not None
+                return ToolFileParser.get_tool_file_manager().sign_file(
+                    tool_file_id=self.related_id, extension=self.extension
+                )
+
+    @model_validator(mode="after")
+    def validate_after(self):
+        match self.transfer_method:
+            case FileTransferMethod.REMOTE_URL:
+                if not self.remote_url:
+                    raise ValueError("Missing file url")
+                if not isinstance(self.remote_url, str) or not self.remote_url.startswith("http"):
+                    raise ValueError("Invalid file url")
+            case FileTransferMethod.LOCAL_FILE:
+                if not self.related_id:
+                    raise ValueError("Missing file related_id")
+            case FileTransferMethod.TOOL_FILE:
+                if not self.related_id:
+                    raise ValueError("Missing file related_id")
+
+        # Validate the extra config.
+        if not self._extra_config:
+            return self
+
+        if self._extra_config.allowed_file_types:
+            if self.type not in self._extra_config.allowed_file_types and self.type != FileType.CUSTOM:
+                raise ValueError(f"Invalid file type: {self.type}")
+
+        if self._extra_config.allowed_extensions and self.extension not in self._extra_config.allowed_extensions:
+            raise ValueError(f"Invalid file extension: {self.extension}")
+
+        if (
+            self._extra_config.allowed_upload_methods
+            and self.transfer_method not in self._extra_config.allowed_upload_methods
+        ):
+            raise ValueError(f"Invalid transfer method: {self.transfer_method}")
+
+        match self.type:
+            case FileType.IMAGE:
+                # NOTE: This part of validation is deprecated, but still used in app features "Image Upload".
+                if not self._extra_config.image_config:
+                    return self
+                # TODO: skip check if transfer_methods is empty, because many test cases are not setting this field
+                if (
+                    self._extra_config.image_config.transfer_methods
+                    and self.transfer_method not in self._extra_config.image_config.transfer_methods
+                ):
+                    raise ValueError(f"Invalid transfer method: {self.transfer_method}")
+
+        return self

api/core/file/tool_file_parser.py

@@ -1,4 +1,9 @@
-tool_file_manager = {"manager": None}
+from typing import TYPE_CHECKING, Any
+
+if TYPE_CHECKING:
+    from core.tools.tool_file_manager import ToolFileManager
+
+tool_file_manager: dict[str, Any] = {"manager": None}
 
 
 class ToolFileParser:

api/core/file/upload_file_parser.py

@@ -1,79 +0,0 @@
-import base64
-import hashlib
-import hmac
-import logging
-import os
-import time
-from typing import Optional
-
-from configs import dify_config
-from extensions.ext_storage import storage
-
-IMAGE_EXTENSIONS = ["jpg", "jpeg", "png", "webp", "gif", "svg"]
-IMAGE_EXTENSIONS.extend([ext.upper() for ext in IMAGE_EXTENSIONS])
-
-
-class UploadFileParser:
-    @classmethod
-    def get_image_data(cls, upload_file, force_url: bool = False) -> Optional[str]:
-        if not upload_file:
-            return None
-
-        if upload_file.extension not in IMAGE_EXTENSIONS:
-            return None
-
-        if dify_config.MULTIMODAL_SEND_IMAGE_FORMAT == "url" or force_url:
-            return cls.get_signed_temp_image_url(upload_file.id)
-        else:
-            # get image file base64
-            try:
-                data = storage.load(upload_file.key)
-            except FileNotFoundError:
-                logging.error(f"File not found: {upload_file.key}")
-                return None
-
-            encoded_string = base64.b64encode(data).decode("utf-8")
-            return f"data:{upload_file.mime_type};base64,{encoded_string}"
-
-    @classmethod
-    def get_signed_temp_image_url(cls, upload_file_id) -> str:
-        """
-        get signed url from upload file
-
-        :param upload_file: UploadFile object
-        :return:
-        """
-        base_url = dify_config.FILES_URL
-        image_preview_url = f"{base_url}/files/{upload_file_id}/image-preview"
-
-        timestamp = str(int(time.time()))
-        nonce = os.urandom(16).hex()
-        data_to_sign = f"image-preview|{upload_file_id}|{timestamp}|{nonce}"
-        secret_key = dify_config.SECRET_KEY.encode()
-        sign = hmac.new(secret_key, data_to_sign.encode(), hashlib.sha256).digest()
-        encoded_sign = base64.urlsafe_b64encode(sign).decode()
-
-        return f"{image_preview_url}?timestamp={timestamp}&nonce={nonce}&sign={encoded_sign}"
-
-    @classmethod
-    def verify_image_file_signature(cls, upload_file_id: str, timestamp: str, nonce: str, sign: str) -> bool:
-        """
-        verify signature
-
-        :param upload_file_id: file id
-        :param timestamp: timestamp
-        :param nonce: nonce
-        :param sign: signature
-        :return:
-        """
-        data_to_sign = f"image-preview|{upload_file_id}|{timestamp}|{nonce}"
-        secret_key = dify_config.SECRET_KEY.encode()
-        recalculated_sign = hmac.new(secret_key, data_to_sign.encode(), hashlib.sha256).digest()
-        recalculated_encoded_sign = base64.urlsafe_b64encode(recalculated_sign).decode()
-
-        # verify signature
-        if sign != recalculated_encoded_sign:
-            return False
-
-        current_time = int(time.time())
-        return current_time - int(timestamp) <= dify_config.FILES_ACCESS_TIMEOUT

api/core/helper/ssrf_proxy.py

@@ -13,8 +13,11 @@ SSRF_PROXY_HTTP_URL = os.getenv("SSRF_PROXY_HTTP_URL", "")
 SSRF_PROXY_HTTPS_URL = os.getenv("SSRF_PROXY_HTTPS_URL", "")
 SSRF_DEFAULT_MAX_RETRIES = int(os.getenv("SSRF_DEFAULT_MAX_RETRIES", "3"))
 
-proxies = (
+proxy_mounts = (
-    {"http://": SSRF_PROXY_HTTP_URL, "https://": SSRF_PROXY_HTTPS_URL}
+    {
+        "http://": httpx.HTTPTransport(proxy=SSRF_PROXY_HTTP_URL),
+        "https://": httpx.HTTPTransport(proxy=SSRF_PROXY_HTTPS_URL),
+    }
     if SSRF_PROXY_HTTP_URL and SSRF_PROXY_HTTPS_URL
     else None
 )
@@ -33,11 +36,14 @@ def make_request(method, url, max_retries=SSRF_DEFAULT_MAX_RETRIES, **kwargs):
     while retries <= max_retries:
         try:
             if SSRF_PROXY_ALL_URL:
-                response = httpx.request(method=method, url=url, proxy=SSRF_PROXY_ALL_URL, **kwargs)
+                with httpx.Client(proxy=SSRF_PROXY_ALL_URL) as client:
-            elif proxies:
+                    response = client.request(method=method, url=url, **kwargs)
-                response = httpx.request(method=method, url=url, proxies=proxies, **kwargs)
+            elif proxy_mounts:
+                with httpx.Client(mounts=proxy_mounts) as client:
+                    response = client.request(method=method, url=url, **kwargs)
             else:
-                response = httpx.request(method=method, url=url, **kwargs)
+                with httpx.Client() as client:
+                    response = client.request(method=method, url=url, **kwargs)
 
             if response.status_code not in STATUS_FORCELIST:
                 return response

api/core/memory/token_buffer_memory.py

@@ -1,18 +1,20 @@
 from typing import Optional
 
 from core.app.app_config.features.file_upload.manager import FileUploadConfigManager
-from core.file.message_file_parser import MessageFileParser
+from core.file import file_manager
 from core.model_manager import ModelInstance
-from core.model_runtime.entities.message_entities import (
+from core.model_runtime.entities import (
     AssistantPromptMessage,
     ImagePromptMessageContent,
     PromptMessage,
+    PromptMessageContent,
     PromptMessageRole,
     TextPromptMessageContent,
     UserPromptMessage,
 )
 from core.prompt.utils.extract_thread_messages import extract_thread_messages
 from extensions.ext_database import db
+from factories import file_factory
 from models.model import AppMode, Conversation, Message, MessageFile
 from models.workflow import WorkflowRun
 
@@ -65,7 +67,6 @@ class TokenBufferMemory:
 
         messages = list(reversed(thread_messages))
 
-        message_file_parser = MessageFileParser(tenant_id=app_record.tenant_id, app_id=app_record.id)
         prompt_messages = []
         for message in messages:
             files = db.session.query(MessageFile).filter(MessageFile.message_id == message.id).all()
@@ -84,17 +85,20 @@ class TokenBufferMemory:
                                 workflow_run.workflow.features_dict, is_vision=False
                             )
 
-                if file_extra_config:
+                if file_extra_config and app_record:
-                    file_objs = message_file_parser.transform_message_files(files, file_extra_config)
+                    file_objs = file_factory.build_from_message_files(
+                        message_files=files, tenant_id=app_record.tenant_id, config=file_extra_config
+                    )
                 else:
                     file_objs = []
 
                 if not file_objs:
                     prompt_messages.append(UserPromptMessage(content=message.query))
                 else:
-                    prompt_message_contents = [TextPromptMessageContent(data=message.query)]
+                    prompt_message_contents: list[PromptMessageContent] = []
+                    prompt_message_contents.append(TextPromptMessageContent(data=message.query))
                     for file_obj in file_objs:
-                        prompt_message_contents.append(file_obj.prompt_message_content)
+                        prompt_message_contents.append(file_manager.to_prompt_message_content(file_obj))
 
                     prompt_messages.append(UserPromptMessage(content=prompt_message_contents))
             else:

api/core/model_manager.py

@@ -1,7 +1,7 @@
 import logging
 import os
-from collections.abc import Callable, Generator, Sequence
+from collections.abc import Callable, Generator, Iterable, Sequence
-from typing import IO, Optional, Union, cast
+from typing import IO, Any, Optional, Union, cast
 
 from core.embedding.embedding_constant import EmbeddingInputType
 from core.entities.provider_configuration import ProviderConfiguration, ProviderModelBundle
@@ -274,7 +274,7 @@ class ModelInstance:
             user=user,
         )
 
-    def invoke_tts(self, content_text: str, tenant_id: str, voice: str, user: Optional[str] = None) -> str:
+    def invoke_tts(self, content_text: str, tenant_id: str, voice: str, user: Optional[str] = None) -> Iterable[bytes]:
         """
         Invoke large language tts model
 
@@ -298,7 +298,7 @@ class ModelInstance:
             voice=voice,
         )
 
-    def _round_robin_invoke(self, function: Callable, *args, **kwargs):
+    def _round_robin_invoke(self, function: Callable[..., Any], *args, **kwargs):
         """
         Round-robin invoke
         :param function: function to invoke

api/core/model_runtime/entities/__init__.py

@@ -0,0 +1,36 @@
+from .llm_entities import LLMResult, LLMResultChunk, LLMResultChunkDelta, LLMUsage
+from .message_entities import (
+    AssistantPromptMessage,
+    ImagePromptMessageContent,
+    PromptMessage,
+    PromptMessageContent,
+    PromptMessageContentType,
+    PromptMessageRole,
+    PromptMessageTool,
+    SystemPromptMessage,
+    TextPromptMessageContent,
+    ToolPromptMessage,
+    UserPromptMessage,
+)
+from .model_entities import ModelPropertyKey
+
+__all__ = [
+    "ImagePromptMessageContent",
+    "PromptMessage",
+    "PromptMessageRole",
+    "LLMUsage",
+    "ModelPropertyKey",
+    "AssistantPromptMessage",
+    "PromptMessage",
+    "PromptMessageContent",
+    "PromptMessageRole",
+    "SystemPromptMessage",
+    "TextPromptMessageContent",
+    "UserPromptMessage",
+    "PromptMessageTool",
+    "ToolPromptMessage",
+    "PromptMessageContentType",
+    "LLMResult",
+    "LLMResultChunk",
+    "LLMResultChunkDelta",
+]

api/core/model_runtime/entities/message_entities.py

@@ -79,7 +79,7 @@ class ImagePromptMessageContent(PromptMessageContent):
     Model class for image prompt message content.
     """
 
-    class DETAIL(Enum):
+    class DETAIL(str, Enum):
         LOW = "low"
         HIGH = "high"
 

api/core/model_runtime/model_providers/__base/large_language_model.py

@@ -1,5 +1,4 @@
 import logging
-import os
 import re
 import time
 from abc import abstractmethod
@@ -8,6 +7,7 @@ from typing import Optional, Union
 
 from pydantic import ConfigDict
 
+from configs import dify_config
 from core.model_runtime.callbacks.base_callback import Callback
 from core.model_runtime.callbacks.logging_callback import LoggingCallback
 from core.model_runtime.entities.llm_entities import LLMMode, LLMResult, LLMResultChunk, LLMResultChunkDelta, LLMUsage
@@ -77,7 +77,7 @@ class LargeLanguageModel(AIModel):
 
         callbacks = callbacks or []
 
-        if bool(os.environ.get("DEBUG", "False").lower() == "true"):
+        if dify_config.DEBUG:
             callbacks.append(LoggingCallback())
 
         # trigger before invoke callbacks

api/core/model_runtime/model_providers/__base/tts_model.py

@@ -1,6 +1,7 @@
 import logging
 import re
 from abc import abstractmethod
+from collections.abc import Iterable
 from typing import Any, Optional
 
 from pydantic import ConfigDict
@@ -22,8 +23,14 @@ class TTSModel(AIModel):
     model_config = ConfigDict(protected_namespaces=())
 
     def invoke(
-        self, model: str, tenant_id: str, credentials: dict, content_text: str, voice: str, user: Optional[str] = None
+        self,
-    ):
+        model: str,
+        tenant_id: str,
+        credentials: dict,
+        content_text: str,
+        voice: str,
+        user: Optional[str] = None,
+    ) -> Iterable[bytes]:
         """
         Invoke large language model
 
@@ -50,8 +57,14 @@ class TTSModel(AIModel):
 
     @abstractmethod
     def _invoke(
-        self, model: str, tenant_id: str, credentials: dict, content_text: str, voice: str, user: Optional[str] = None
+        self,
-    ):
+        model: str,
+        tenant_id: str,
+        credentials: dict,
+        content_text: str,
+        voice: str,
+        user: Optional[str] = None,
+    ) -> Iterable[bytes]:
         """
         Invoke large language model
 
@@ -68,25 +81,25 @@ class TTSModel(AIModel):
 
     def get_tts_model_voices(self, model: str, credentials: dict, language: Optional[str] = None) -> list:
         """
-        Get voice for given tts model voices
+        Retrieves the list of voices supported by a given text-to-speech (TTS) model.
 
-        :param language: tts language
+        :param language: The language for which the voices are requested.
-        :param model: model name
+        :param model: The name of the TTS model.
-        :param credentials: model credentials
+        :param credentials: The credentials required to access the TTS model.
-        :return: voices lists
+        :return: A list of voices supported by the TTS model.
         """
         model_schema = self.get_model_schema(model, credentials)
 
-        if model_schema and ModelPropertyKey.VOICES in model_schema.model_properties:
+        if not model_schema or ModelPropertyKey.VOICES not in model_schema.model_properties:
-            voices = model_schema.model_properties[ModelPropertyKey.VOICES]
+            raise ValueError("this model does not support voice")
-            if language:
+
-                return [
+        voices = model_schema.model_properties[ModelPropertyKey.VOICES]
-                    {"name": d["name"], "value": d["mode"]}
+        if language:
-                    for d in voices
+            return [
-                    if language and language in d.get("language")
+                {"name": d["name"], "value": d["mode"]} for d in voices if language and language in d.get("language")
-                ]
+            ]
-            else:
+        else:
-                return [{"name": d["name"], "value": d["mode"]} for d in voices]
+            return [{"name": d["name"], "value": d["mode"]} for d in voices]
 
     def _get_model_default_voice(self, model: str, credentials: dict) -> Any:
         """
@@ -111,8 +124,10 @@ class TTSModel(AIModel):
         """
         model_schema = self.get_model_schema(model, credentials)
 
-        if model_schema and ModelPropertyKey.AUDIO_TYPE in model_schema.model_properties:
+        if not model_schema or ModelPropertyKey.AUDIO_TYPE not in model_schema.model_properties:
-            return model_schema.model_properties[ModelPropertyKey.AUDIO_TYPE]
+            raise ValueError("this model does not support audio type")
+
+        return model_schema.model_properties[ModelPropertyKey.AUDIO_TYPE]
 
     def _get_model_word_limit(self, model: str, credentials: dict) -> int:
         """
@@ -121,8 +136,10 @@ class TTSModel(AIModel):
         """
         model_schema = self.get_model_schema(model, credentials)
 
-        if model_schema and ModelPropertyKey.WORD_LIMIT in model_schema.model_properties:
+        if not model_schema or ModelPropertyKey.WORD_LIMIT not in model_schema.model_properties:
-            return model_schema.model_properties[ModelPropertyKey.WORD_LIMIT]
+            raise ValueError("this model does not support word limit")
+
+        return model_schema.model_properties[ModelPropertyKey.WORD_LIMIT]
 
     def _get_model_workers_limit(self, model: str, credentials: dict) -> int:
         """
@@ -131,8 +148,10 @@ class TTSModel(AIModel):
         """
         model_schema = self.get_model_schema(model, credentials)
 
-        if model_schema and ModelPropertyKey.MAX_WORKERS in model_schema.model_properties:
+        if not model_schema or ModelPropertyKey.MAX_WORKERS not in model_schema.model_properties:
-            return model_schema.model_properties[ModelPropertyKey.MAX_WORKERS]
+            raise ValueError("this model does not support max workers")
+
+        return model_schema.model_properties[ModelPropertyKey.MAX_WORKERS]
 
     @staticmethod
     def _split_text_into_sentences(org_text, max_length=2000, pattern=r"[。.!?]"):

api/core/prompt/advanced_prompt_transform.py

@@ -1,12 +1,15 @@
-from typing import Optional, Union
+from collections.abc import Sequence
+from typing import Optional
 
 from core.app.entities.app_invoke_entities import ModelConfigWithCredentialsEntity
-from core.file.file_obj import FileVar
+from core.file import file_manager
+from core.file.models import File
 from core.helper.code_executor.jinja2.jinja2_formatter import Jinja2Formatter
 from core.memory.token_buffer_memory import TokenBufferMemory
-from core.model_runtime.entities.message_entities import (
+from core.model_runtime.entities import (
     AssistantPromptMessage,
     PromptMessage,
+    PromptMessageContent,
     PromptMessageRole,
     SystemPromptMessage,
     TextPromptMessageContent,
@@ -14,7 +17,6 @@ from core.model_runtime.entities.message_entities import (
 )
 from core.prompt.entities.advanced_prompt_entities import ChatModelMessage, CompletionModelPromptTemplate, MemoryConfig
 from core.prompt.prompt_transform import PromptTransform
-from core.prompt.simple_prompt_transform import ModelMode
 from core.prompt.utils.prompt_template_parser import PromptTemplateParser
 
 
@@ -28,22 +30,19 @@ class AdvancedPromptTransform(PromptTransform):
 
     def get_prompt(
         self,
-        prompt_template: Union[list[ChatModelMessage], CompletionModelPromptTemplate],
+        *,
-        inputs: dict,
+        prompt_template: Sequence[ChatModelMessage] | CompletionModelPromptTemplate,
+        inputs: dict[str, str],
         query: str,
-        files: list[FileVar],
+        files: Sequence[File],
         context: Optional[str],
         memory_config: Optional[MemoryConfig],
         memory: Optional[TokenBufferMemory],
         model_config: ModelConfigWithCredentialsEntity,
-        query_prompt_template: Optional[str] = None,
     ) -> list[PromptMessage]:
-        inputs = {key: str(value) for key, value in inputs.items()}
-
         prompt_messages = []
 
-        model_mode = ModelMode.value_of(model_config.mode)
+        if isinstance(prompt_template, CompletionModelPromptTemplate):
-        if model_mode == ModelMode.COMPLETION:
             prompt_messages = self._get_completion_model_prompt_messages(
                 prompt_template=prompt_template,
                 inputs=inputs,
@@ -54,12 +53,11 @@ class AdvancedPromptTransform(PromptTransform):
                 memory=memory,
                 model_config=model_config,
             )
-        elif model_mode == ModelMode.CHAT:
+        elif isinstance(prompt_template, list) and all(isinstance(item, ChatModelMessage) for item in prompt_template):
             prompt_messages = self._get_chat_model_prompt_messages(
                 prompt_template=prompt_template,
                 inputs=inputs,
                 query=query,
-                query_prompt_template=query_prompt_template,
                 files=files,
                 context=context,
                 memory_config=memory_config,
@@ -74,7 +72,7 @@ class AdvancedPromptTransform(PromptTransform):
         prompt_template: CompletionModelPromptTemplate,
         inputs: dict,
         query: Optional[str],
-        files: list[FileVar],
+        files: Sequence[File],
         context: Optional[str],
         memory_config: Optional[MemoryConfig],
         memory: Optional[TokenBufferMemory],
@@ -88,10 +86,10 @@ class AdvancedPromptTransform(PromptTransform):
         prompt_messages = []
 
         if prompt_template.edition_type == "basic" or not prompt_template.edition_type:
-            prompt_template = PromptTemplateParser(template=raw_prompt, with_variable_tmpl=self.with_variable_tmpl)
+            parser = PromptTemplateParser(template=raw_prompt, with_variable_tmpl=self.with_variable_tmpl)
-            prompt_inputs = {k: inputs[k] for k in prompt_template.variable_keys if k in inputs}
+            prompt_inputs = {k: inputs[k] for k in parser.variable_keys if k in inputs}
 
-            prompt_inputs = self._set_context_variable(context, prompt_template, prompt_inputs)
+            prompt_inputs = self._set_context_variable(context, parser, prompt_inputs)
 
             if memory and memory_config:
                 role_prefix = memory_config.role_prefix
@@ -100,15 +98,15 @@ class AdvancedPromptTransform(PromptTransform):
                     memory_config=memory_config,
                     raw_prompt=raw_prompt,
                     role_prefix=role_prefix,
-                    prompt_template=prompt_template,
+                    parser=parser,
                     prompt_inputs=prompt_inputs,
                     model_config=model_config,
                 )
 
             if query:
-                prompt_inputs = self._set_query_variable(query, prompt_template, prompt_inputs)
+                prompt_inputs = self._set_query_variable(query, parser, prompt_inputs)
 
-            prompt = prompt_template.format(prompt_inputs)
+            prompt = parser.format(prompt_inputs)
         else:
             prompt = raw_prompt
             prompt_inputs = inputs
@@ -116,9 +114,10 @@ class AdvancedPromptTransform(PromptTransform):
             prompt = Jinja2Formatter.format(prompt, prompt_inputs)
 
         if files:
-            prompt_message_contents = [TextPromptMessageContent(data=prompt)]
+            prompt_message_contents: list[PromptMessageContent] = []
+            prompt_message_contents.append(TextPromptMessageContent(data=prompt))
             for file in files:
-                prompt_message_contents.append(file.prompt_message_content)
+                prompt_message_contents.append(file_manager.to_prompt_message_content(file))
 
             prompt_messages.append(UserPromptMessage(content=prompt_message_contents))
         else:
@@ -131,35 +130,28 @@ class AdvancedPromptTransform(PromptTransform):
         prompt_template: list[ChatModelMessage],
         inputs: dict,
         query: Optional[str],
-        files: list[FileVar],
+        files: Sequence[File],
         context: Optional[str],
         memory_config: Optional[MemoryConfig],
         memory: Optional[TokenBufferMemory],
         model_config: ModelConfigWithCredentialsEntity,
-        query_prompt_template: Optional[str] = None,
     ) -> list[PromptMessage]:
         """
         Get chat model prompt messages.
         """
-        raw_prompt_list = prompt_template
-
         prompt_messages = []
-
+        for prompt_item in prompt_template:
-        for prompt_item in raw_prompt_list:
             raw_prompt = prompt_item.text
 
             if prompt_item.edition_type == "basic" or not prompt_item.edition_type:
-                prompt_template = PromptTemplateParser(template=raw_prompt, with_variable_tmpl=self.with_variable_tmpl)
+                parser = PromptTemplateParser(template=raw_prompt, with_variable_tmpl=self.with_variable_tmpl)
-                prompt_inputs = {k: inputs[k] for k in prompt_template.variable_keys if k in inputs}
+                prompt_inputs = {k: inputs[k] for k in parser.variable_keys if k in inputs}
-
+                prompt_inputs = self._set_context_variable(context=context, parser=parser, prompt_inputs=prompt_inputs)
-                prompt_inputs = self._set_context_variable(context, prompt_template, prompt_inputs)
+                prompt = parser.format(prompt_inputs)
-
-                prompt = prompt_template.format(prompt_inputs)
             elif prompt_item.edition_type == "jinja2":
                 prompt = raw_prompt
                 prompt_inputs = inputs
-
+                prompt = Jinja2Formatter.format(template=prompt, inputs=prompt_inputs)
-                prompt = Jinja2Formatter.format(prompt, prompt_inputs)
             else:
                 raise ValueError(f"Invalid edition type: {prompt_item.edition_type}")
 
@@ -170,25 +162,25 @@ class AdvancedPromptTransform(PromptTransform):
             elif prompt_item.role == PromptMessageRole.ASSISTANT:
                 prompt_messages.append(AssistantPromptMessage(content=prompt))
 
-        if query and query_prompt_template:
+        if query and memory_config and memory_config.query_prompt_template:
-            prompt_template = PromptTemplateParser(
+            parser = PromptTemplateParser(
-                template=query_prompt_template, with_variable_tmpl=self.with_variable_tmpl
+                template=memory_config.query_prompt_template, with_variable_tmpl=self.with_variable_tmpl
             )
-            prompt_inputs = {k: inputs[k] for k in prompt_template.variable_keys if k in inputs}
+            prompt_inputs = {k: inputs[k] for k in parser.variable_keys if k in inputs}
             prompt_inputs["#sys.query#"] = query
 
-            prompt_inputs = self._set_context_variable(context, prompt_template, prompt_inputs)
+            prompt_inputs = self._set_context_variable(context, parser, prompt_inputs)
 
-            query = prompt_template.format(prompt_inputs)
+            query = parser.format(prompt_inputs)
 
         if memory and memory_config:
             prompt_messages = self._append_chat_histories(memory, memory_config, prompt_messages, model_config)
 
-            if files:
+            if files and query is not None:
-                prompt_message_contents = [TextPromptMessageContent(data=query)]
+                prompt_message_contents: list[PromptMessageContent] = []
+                prompt_message_contents.append(TextPromptMessageContent(data=query))
                 for file in files:
-                    prompt_message_contents.append(file.prompt_message_content)
+                    prompt_message_contents.append(file_manager.to_prompt_message_content(file))
-
                 prompt_messages.append(UserPromptMessage(content=prompt_message_contents))
             else:
                 prompt_messages.append(UserPromptMessage(content=query))
@@ -200,19 +192,19 @@ class AdvancedPromptTransform(PromptTransform):
                     # get last user message content and add files
                     prompt_message_contents = [TextPromptMessageContent(data=last_message.content)]
                     for file in files:
-                        prompt_message_contents.append(file.prompt_message_content)
+                        prompt_message_contents.append(file_manager.to_prompt_message_content(file))
 
                     last_message.content = prompt_message_contents
                 else:
                     prompt_message_contents = [TextPromptMessageContent(data="")]  # not for query
                     for file in files:
-                        prompt_message_contents.append(file.prompt_message_content)
+                        prompt_message_contents.append(file_manager.to_prompt_message_content(file))
 
                     prompt_messages.append(UserPromptMessage(content=prompt_message_contents))
             else:
                 prompt_message_contents = [TextPromptMessageContent(data=query)]
                 for file in files:
-                    prompt_message_contents.append(file.prompt_message_content)
+                    prompt_message_contents.append(file_manager.to_prompt_message_content(file))
 
                 prompt_messages.append(UserPromptMessage(content=prompt_message_contents))
         elif query:
@@ -220,8 +212,8 @@ class AdvancedPromptTransform(PromptTransform):
 
         return prompt_messages
 
-    def _set_context_variable(self, context: str, prompt_template: PromptTemplateParser, prompt_inputs: dict) -> dict:
+    def _set_context_variable(self, context: str | None, parser: PromptTemplateParser, prompt_inputs: dict) -> dict:
-        if "#context#" in prompt_template.variable_keys:
+        if "#context#" in parser.variable_keys:
             if context:
                 prompt_inputs["#context#"] = context
             else:
@@ -229,8 +221,8 @@ class AdvancedPromptTransform(PromptTransform):
 
         return prompt_inputs
 
-    def _set_query_variable(self, query: str, prompt_template: PromptTemplateParser, prompt_inputs: dict) -> dict:
+    def _set_query_variable(self, query: str, parser: PromptTemplateParser, prompt_inputs: dict) -> dict:
-        if "#query#" in prompt_template.variable_keys:
+        if "#query#" in parser.variable_keys:
             if query:
                 prompt_inputs["#query#"] = query
             else:
@@ -244,16 +236,16 @@ class AdvancedPromptTransform(PromptTransform):
         memory_config: MemoryConfig,
         raw_prompt: str,
         role_prefix: MemoryConfig.RolePrefix,
-        prompt_template: PromptTemplateParser,
+        parser: PromptTemplateParser,
         prompt_inputs: dict,
         model_config: ModelConfigWithCredentialsEntity,
     ) -> dict:
-        if "#histories#" in prompt_template.variable_keys:
+        if "#histories#" in parser.variable_keys:
             if memory:
                 inputs = {"#histories#": "", **prompt_inputs}
-                prompt_template = PromptTemplateParser(template=raw_prompt, with_variable_tmpl=self.with_variable_tmpl)
+                parser = PromptTemplateParser(template=raw_prompt, with_variable_tmpl=self.with_variable_tmpl)
-                prompt_inputs = {k: inputs[k] for k in prompt_template.variable_keys if k in inputs}
+                prompt_inputs = {k: inputs[k] for k in parser.variable_keys if k in inputs}
-                tmp_human_message = UserPromptMessage(content=prompt_template.format(prompt_inputs))
+                tmp_human_message = UserPromptMessage(content=parser.format(prompt_inputs))
 
                 rest_tokens = self._calculate_rest_token([tmp_human_message], model_config)
 

api/core/prompt/simple_prompt_transform.py

@@ -5,9 +5,11 @@ from typing import TYPE_CHECKING, Optional
 
 from core.app.app_config.entities import PromptTemplateEntity
 from core.app.entities.app_invoke_entities import ModelConfigWithCredentialsEntity
+from core.file import file_manager
 from core.memory.token_buffer_memory import TokenBufferMemory
 from core.model_runtime.entities.message_entities import (
     PromptMessage,
+    PromptMessageContent,
     SystemPromptMessage,
     TextPromptMessageContent,
     UserPromptMessage,
@@ -18,7 +20,7 @@ from core.prompt.utils.prompt_template_parser import PromptTemplateParser
 from models.model import AppMode
 
 if TYPE_CHECKING:
-    from core.file.file_obj import FileVar
+    from core.file.models import File
 
 
 class ModelMode(enum.Enum):
@@ -53,7 +55,7 @@ class SimplePromptTransform(PromptTransform):
         prompt_template_entity: PromptTemplateEntity,
         inputs: dict,
         query: str,
-        files: list["FileVar"],
+        files: list["File"],
         context: Optional[str],
         memory: Optional[TokenBufferMemory],
         model_config: ModelConfigWithCredentialsEntity,
@@ -169,7 +171,7 @@ class SimplePromptTransform(PromptTransform):
         inputs: dict,
         query: str,
         context: Optional[str],
-        files: list["FileVar"],
+        files: list["File"],
         memory: Optional[TokenBufferMemory],
         model_config: ModelConfigWithCredentialsEntity,
     ) -> tuple[list[PromptMessage], Optional[list[str]]]:
@@ -214,7 +216,7 @@ class SimplePromptTransform(PromptTransform):
         inputs: dict,
         query: str,
         context: Optional[str],
-        files: list["FileVar"],
+        files: list["File"],
         memory: Optional[TokenBufferMemory],
         model_config: ModelConfigWithCredentialsEntity,
     ) -> tuple[list[PromptMessage], Optional[list[str]]]:
@@ -261,11 +263,12 @@ class SimplePromptTransform(PromptTransform):
 
         return [self.get_last_user_message(prompt, files)], stops
 
-    def get_last_user_message(self, prompt: str, files: list["FileVar"]) -> UserPromptMessage:
+    def get_last_user_message(self, prompt: str, files: list["File"]) -> UserPromptMessage:
         if files:
-            prompt_message_contents = [TextPromptMessageContent(data=prompt)]
+            prompt_message_contents: list[PromptMessageContent] = []
+            prompt_message_contents.append(TextPromptMessageContent(data=prompt))
             for file in files:
-                prompt_message_contents.append(file.prompt_message_content)
+                prompt_message_contents.append(file_manager.to_prompt_message_content(file))
 
             prompt_message = UserPromptMessage(content=prompt_message_contents)
         else:

api/core/tools/entities/api_entities.py

@@ -32,8 +32,8 @@ class UserToolProvider(BaseModel):
     original_credentials: Optional[dict] = None
     is_team_authorization: bool = False
     allow_delete: bool = True
-    tools: list[UserTool] = None
+    tools: list[UserTool] | None = None
-    labels: list[str] = None
+    labels: list[str] | None = None
 
     def to_dict(self) -> dict:
         # -------------
@@ -42,7 +42,7 @@ class UserToolProvider(BaseModel):
         for tool in tools:
             if tool.get("parameters"):
                 for parameter in tool.get("parameters"):
-                    if parameter.get("type") == ToolParameter.ToolParameterType.FILE.value:
+                    if parameter.get("type") == ToolParameter.ToolParameterType.SYSTEM_FILES.value:
                         parameter["type"] = "files"
         # -------------
 

api/core/tools/entities/tool_entities.py

@@ -104,14 +104,15 @@ class ToolInvokeMessage(BaseModel):
         BLOB = "blob"
         JSON = "json"
         IMAGE_LINK = "image_link"
-        FILE_VAR = "file_var"
+        FILE = "file"
 
     type: MessageType = MessageType.TEXT
     """
         plain text, image url or link url
     """
     message: str | bytes | dict | None = None
-    meta: dict[str, Any] | None = None
+    # TODO: Use a BaseModel for meta
+    meta: dict[str, Any] = Field(default_factory=dict)
     save_as: str = ""
 
 
@@ -143,6 +144,67 @@ class ToolParameter(BaseModel):
         SELECT = "select"
         SECRET_INPUT = "secret-input"
         FILE = "file"
+        FILES = "files"
+
+        # deprecated, should not use.
+        SYSTEM_FILES = "systme-files"
+
+        def as_normal_type(self):
+            if self in {
+                ToolParameter.ToolParameterType.SECRET_INPUT,
+                ToolParameter.ToolParameterType.SELECT,
+            }:
+                return "string"
+            return self.value
+
+        def cast_value(self, value: Any, /):
+            try:
+                match self:
+                    case (
+                        ToolParameter.ToolParameterType.STRING
+                        | ToolParameter.ToolParameterType.SECRET_INPUT
+                        | ToolParameter.ToolParameterType.SELECT
+                    ):
+                        if value is None:
+                            return ""
+                        else:
+                            return value if isinstance(value, str) else str(value)
+
+                    case ToolParameter.ToolParameterType.BOOLEAN:
+                        if value is None:
+                            return False
+                        elif isinstance(value, str):
+                            # Allowed YAML boolean value strings: https://yaml.org/type/bool.html
+                            # and also '0' for False and '1' for True
+                            match value.lower():
+                                case "true" | "yes" | "y" | "1":
+                                    return True
+                                case "false" | "no" | "n" | "0":
+                                    return False
+                                case _:
+                                    return bool(value)
+                        else:
+                            return value if isinstance(value, bool) else bool(value)
+
+                    case ToolParameter.ToolParameterType.NUMBER:
+                        if isinstance(value, int | float):
+                            return value
+                        elif isinstance(value, str) and value:
+                            if "." in value:
+                                return float(value)
+                            else:
+                                return int(value)
+                    case (
+                        ToolParameter.ToolParameterType.SYSTEM_FILES
+                        | ToolParameter.ToolParameterType.FILE
+                        | ToolParameter.ToolParameterType.FILES
+                    ):
+                        return value
+                    case _:
+                        return str(value)
+
+            except Exception:
+                raise ValueError(f"The tool parameter value {value} is not in correct type of {parameter_type}.")
 
     class ToolParameterForm(Enum):
         SCHEMA = "schema"  # should be set while adding tool

api/core/tools/provider/builtin/dalle/tools/dalle3.py

@@ -66,7 +66,7 @@ class DallE3Tool(BuiltinTool):
         for image in response.data:
             mime_type, blob_image = DallE3Tool._decode_image(image.b64_json)
             blob_message = self.create_blob_message(
-                blob=blob_image, meta={"mime_type": mime_type}, save_as=self.VariableKey.IMAGE.value
+                blob=blob_image, meta={"mime_type": mime_type}, save_as=self.VariableKey.IMAGE
             )
             result.append(blob_message)
         return result

api/core/tools/provider/builtin/duckduckgo/tools/ddgo_img.py

@@ -2,7 +2,7 @@ from typing import Any
 
 from duckduckgo_search import DDGS
 
-from core.file.file_obj import FileTransferMethod
+from core.file.models import FileTransferMethod
 from core.tools.entities.tool_entities import ToolInvokeMessage
 from core.tools.tool.builtin_tool import BuiltinTool
 

api/core/tools/provider/builtin_tool_provider.py

@@ -13,7 +13,6 @@ from core.tools.errors import (
 from core.tools.provider.tool_provider import ToolProviderController
 from core.tools.tool.builtin_tool import BuiltinTool
 from core.tools.tool.tool import Tool
-from core.tools.utils.tool_parameter_converter import ToolParameterConverter
 from core.tools.utils.yaml_utils import load_yaml_file
 
 
@@ -208,9 +207,7 @@ class BuiltinToolProviderController(ToolProviderController):
 
             # the parameter is not set currently, set the default value if needed
             if parameter_schema.default is not None:
-                default_value = ToolParameterConverter.cast_parameter_by_type(
+                default_value = parameter_schema.type.cast_value(parameter_schema.default)
-                    parameter_schema.default, parameter_schema.type
-                )
                 tool_parameters[parameter] = default_value
 
     def validate_credentials(self, credentials: dict[str, Any]) -> None:

api/core/tools/provider/tool_provider.py

@@ -11,7 +11,6 @@ from core.tools.entities.tool_entities import (
 )
 from core.tools.errors import ToolNotFoundError, ToolParameterValidationError, ToolProviderCredentialValidationError
 from core.tools.tool.tool import Tool
-from core.tools.utils.tool_parameter_converter import ToolParameterConverter
 
 
 class ToolProviderController(BaseModel, ABC):
@@ -127,9 +126,7 @@ class ToolProviderController(BaseModel, ABC):
 
             # the parameter is not set currently, set the default value if needed
             if parameter_schema.default is not None:
-                tool_parameters[parameter] = ToolParameterConverter.cast_parameter_by_type(
+                tool_parameters[parameter] = parameter_schema.type.cast_value(parameter_schema.default)
-                    parameter_schema.default, parameter_schema.type
-                )
 
     def validate_credentials_format(self, credentials: dict[str, Any]) -> None:
         """

api/core/tools/provider/workflow_tool_provider.py

@@ -1,6 +1,6 @@
 from typing import Optional
 
-from core.app.app_config.entities import VariableEntity, VariableEntityType
+from core.app.app_config.entities import VariableEntityType
 from core.app.apps.workflow.app_config_manager import WorkflowAppConfigManager
 from core.tools.entities.common_entities import I18nObject
 from core.tools.entities.tool_entities import (
@@ -23,6 +23,8 @@ VARIABLE_TO_PARAMETER_TYPE_MAPPING = {
     VariableEntityType.PARAGRAPH: ToolParameter.ToolParameterType.STRING,
     VariableEntityType.SELECT: ToolParameter.ToolParameterType.SELECT,
     VariableEntityType.NUMBER: ToolParameter.ToolParameterType.NUMBER,
+    VariableEntityType.FILE: ToolParameter.ToolParameterType.FILE,
+    VariableEntityType.FILE_LIST: ToolParameter.ToolParameterType.FILES,
 }
 
 
@@ -36,8 +38,8 @@ class WorkflowToolProviderController(ToolProviderController):
         if not app:
             raise ValueError("app not found")
 
-        controller = WorkflowToolProviderController(
+        controller = WorkflowToolProviderController.model_validate(
-            **{
+            {
                 "identity": {
                     "author": db_provider.user.name if db_provider.user_id and db_provider.user else "",
                     "name": db_provider.label,
@@ -67,7 +69,7 @@ class WorkflowToolProviderController(ToolProviderController):
         :param app: the app
         :return: the tool
         """
-        workflow: Workflow = (
+        workflow = (
             db.session.query(Workflow)
             .filter(Workflow.app_id == db_provider.app_id, Workflow.version == db_provider.version)
             .first()
@@ -76,14 +78,14 @@ class WorkflowToolProviderController(ToolProviderController):
             raise ValueError("workflow not found")
 
         # fetch start node
-        graph: dict = workflow.graph_dict
+        graph = workflow.graph_dict
-        features_dict: dict = workflow.features_dict
+        features_dict = workflow.features_dict
         features = WorkflowAppConfigManager.convert_features(config_dict=features_dict, app_mode=AppMode.WORKFLOW)
 
         parameters = db_provider.parameter_configurations
         variables = WorkflowToolConfigurationUtils.get_workflow_graph_variables(graph)
 
-        def fetch_workflow_variable(variable_name: str) -> VariableEntity:
+        def fetch_workflow_variable(variable_name: str):
             return next(filter(lambda x: x.variable == variable_name, variables), None)
 
         user = db_provider.user
@@ -114,7 +116,6 @@ class WorkflowToolProviderController(ToolProviderController):
                         llm_description=parameter.description,
                         required=variable.required,
                         options=options,
-                        default=variable.default,
                     )
                 )
             elif features.file_upload:
@@ -123,7 +124,7 @@ class WorkflowToolProviderController(ToolProviderController):
                         name=parameter.name,
                         label=I18nObject(en_US=parameter.name, zh_Hans=parameter.name),
                         human_description=I18nObject(en_US=parameter.description, zh_Hans=parameter.description),
-                        type=ToolParameter.ToolParameterType.FILE,
+                        type=ToolParameter.ToolParameterType.SYSTEM_FILES,
                         llm_description=parameter.description,
                         required=False,
                         form=parameter.form,

api/core/tools/tool/tool.py

@@ -20,10 +20,9 @@ from core.tools.entities.tool_entities import (
     ToolRuntimeVariablePool,
 )
 from core.tools.tool_file_manager import ToolFileManager
-from core.tools.utils.tool_parameter_converter import ToolParameterConverter
 
 if TYPE_CHECKING:
-    from core.file.file_obj import FileVar
+    from core.file.models import File
 
 
 class Tool(BaseModel, ABC):
@@ -63,8 +62,12 @@ class Tool(BaseModel, ABC):
     def __init__(self, **data: Any):
         super().__init__(**data)
 
-    class VariableKey(Enum):
+    class VariableKey(str, Enum):
         IMAGE = "image"
+        DOCUMENT = "document"
+        VIDEO = "video"
+        AUDIO = "audio"
+        CUSTOM = "custom"
 
     def fork_tool_runtime(self, runtime: dict[str, Any]) -> "Tool":
         """
@@ -221,9 +224,7 @@ class Tool(BaseModel, ABC):
         result = deepcopy(tool_parameters)
         for parameter in self.parameters or []:
             if parameter.name in tool_parameters:
-                result[parameter.name] = ToolParameterConverter.cast_parameter_by_type(
+                result[parameter.name] = parameter.type.cast_value(tool_parameters[parameter.name])
-                    tool_parameters[parameter.name], parameter.type
-                )
 
         return result
 
@@ -295,10 +296,8 @@ class Tool(BaseModel, ABC):
         """
         return ToolInvokeMessage(type=ToolInvokeMessage.MessageType.IMAGE, message=image, save_as=save_as)
 
-    def create_file_var_message(self, file_var: "FileVar") -> ToolInvokeMessage:
+    def create_file_message(self, file: "File") -> ToolInvokeMessage:
-        return ToolInvokeMessage(
+        return ToolInvokeMessage(type=ToolInvokeMessage.MessageType.FILE, message="", meta={"file": file}, save_as="")
-            type=ToolInvokeMessage.MessageType.FILE_VAR, message="", meta={"file_var": file_var}, save_as=""
-        )
 
     def create_link_message(self, link: str, save_as: str = "") -> ToolInvokeMessage:
         """

api/core/tools/tool/workflow_tool.py

@@ -3,7 +3,7 @@ import logging
 from copy import deepcopy
 from typing import Any, Optional, Union
 
-from core.file.file_obj import FileTransferMethod, FileVar
+from core.file import FILE_MODEL_IDENTITY, File, FileTransferMethod
 from core.tools.entities.tool_entities import ToolInvokeMessage, ToolParameter, ToolProviderType
 from core.tools.tool.tool import Tool
 from extensions.ext_database import db
@@ -45,11 +45,13 @@ class WorkflowTool(Tool):
         workflow = self._get_workflow(app_id=self.workflow_app_id, version=self.version)
 
         # transform the tool parameters
-        tool_parameters, files = self._transform_args(tool_parameters)
+        tool_parameters, files = self._transform_args(tool_parameters=tool_parameters)
 
         from core.app.apps.workflow.app_generator import WorkflowAppGenerator
 
         generator = WorkflowAppGenerator()
+        assert self.runtime is not None
+        assert self.runtime.invoke_from is not None
         result = generator.generate(
             app_model=app,
             workflow=workflow,
@@ -74,7 +76,7 @@ class WorkflowTool(Tool):
         else:
             outputs, files = self._extract_files(outputs)
             for file in files:
-                result.append(self.create_file_var_message(file))
+                result.append(self.create_file_message(file))
 
         result.append(self.create_text_message(json.dumps(outputs, ensure_ascii=False)))
         result.append(self.create_json_message(outputs))
@@ -154,22 +156,22 @@ class WorkflowTool(Tool):
         parameters_result = {}
         files = []
         for parameter in parameter_rules:
-            if parameter.type == ToolParameter.ToolParameterType.FILE:
+            if parameter.type == ToolParameter.ToolParameterType.SYSTEM_FILES:
                 file = tool_parameters.get(parameter.name)
                 if file:
                     try:
-                        file_var_list = [FileVar(**f) for f in file]
+                        file_var_list = [File.model_validate(f) for f in file]
-                        for file_var in file_var_list:
+                        for file in file_var_list:
-                            file_dict = {
+                            file_dict: dict[str, str | None] = {
-                                "transfer_method": file_var.transfer_method.value,
+                                "transfer_method": file.transfer_method.value,
-                                "type": file_var.type.value,
+                                "type": file.type.value,
                             }
-                            if file_var.transfer_method == FileTransferMethod.TOOL_FILE:
+                            if file.transfer_method == FileTransferMethod.TOOL_FILE:
-                                file_dict["tool_file_id"] = file_var.related_id
+                                file_dict["tool_file_id"] = file.related_id
-                            elif file_var.transfer_method == FileTransferMethod.LOCAL_FILE:
+                            elif file.transfer_method == FileTransferMethod.LOCAL_FILE:
-                                file_dict["upload_file_id"] = file_var.related_id
+                                file_dict["upload_file_id"] = file.related_id
-                            elif file_var.transfer_method == FileTransferMethod.REMOTE_URL:
+                            elif file.transfer_method == FileTransferMethod.REMOTE_URL:
-                                file_dict["url"] = file_var.preview_url
+                                file_dict["url"] = file.generate_url()
 
                             files.append(file_dict)
                     except Exception as e:
@@ -179,7 +181,7 @@ class WorkflowTool(Tool):
 
         return parameters_result, files
 
-    def _extract_files(self, outputs: dict) -> tuple[dict, list[FileVar]]:
+    def _extract_files(self, outputs: dict) -> tuple[dict, list[File]]:
         """
         extract files from the result
 
@@ -190,17 +192,13 @@ class WorkflowTool(Tool):
         result = {}
         for key, value in outputs.items():
             if isinstance(value, list):
-                has_file = False
                 for item in value:
-                    if isinstance(item, dict) and item.get("__variant") == "FileVar":
+                    if isinstance(item, dict) and item.get("dify_model_identity") == FILE_MODEL_IDENTITY:
-                        try:
+                        file = File.model_validate(item)
-                            files.append(FileVar(**item))
+                        files.append(file)
-                            has_file = True
+            elif isinstance(value, dict) and value.get("dify_model_identity") == FILE_MODEL_IDENTITY:
-                        except Exception as e:
+                file = File.model_validate(value)
-                            pass
+                files.append(file)
-                if has_file:
-                    continue
 
             result[key] = value
-
         return result, files

api/core/tools/tool_engine.py

@@ -10,7 +10,8 @@ from yarl import URL
 from core.app.entities.app_invoke_entities import InvokeFrom
 from core.callback_handler.agent_tool_callback_handler import DifyAgentCallbackHandler
 from core.callback_handler.workflow_tool_callback_handler import DifyWorkflowCallbackHandler
-from core.file.file_obj import FileTransferMethod
+from core.file import FileType
+from core.file.models import FileTransferMethod
 from core.ops.ops_trace_manager import TraceQueueManager
 from core.tools.entities.tool_entities import ToolInvokeMessage, ToolInvokeMessageBinary, ToolInvokeMeta, ToolParameter
 from core.tools.errors import (
@@ -25,6 +26,7 @@ from core.tools.errors import (
 from core.tools.tool.tool import Tool
 from core.tools.tool.workflow_tool import WorkflowTool
 from core.tools.utils.message_transformer import ToolFileMessageTransformer
+from enums import CreatedByRole
 from extensions.ext_database import db
 from models.model import Message, MessageFile
 
@@ -128,6 +130,7 @@ class ToolEngine:
         """
         try:
             # hit the callback handler
+            assert tool.identity is not None
             workflow_tool_callback.on_tool_start(tool_name=tool.identity.name, tool_inputs=tool_parameters)
 
             if isinstance(tool, WorkflowTool):
@@ -258,7 +261,10 @@ class ToolEngine:
 
     @staticmethod
     def _create_message_files(
-        tool_messages: list[ToolInvokeMessageBinary], agent_message: Message, invoke_from: InvokeFrom, user_id: str
+        tool_messages: list[ToolInvokeMessageBinary],
+        agent_message: Message,
+        invoke_from: InvokeFrom,
+        user_id: str,
     ) -> list[tuple[Any, str]]:
         """
         Create message file
@@ -269,29 +275,31 @@ class ToolEngine:
         result = []
 
         for message in tool_messages:
-            file_type = "bin"
             if "image" in message.mimetype:
-                file_type = "image"
+                file_type = FileType.IMAGE
             elif "video" in message.mimetype:
-                file_type = "video"
+                file_type = FileType.VIDEO
             elif "audio" in message.mimetype:
-                file_type = "audio"
+                file_type = FileType.AUDIO
-            elif "text" in message.mimetype:
+            elif "text" in message.mimetype or "pdf" in message.mimetype:
-                file_type = "text"
+                file_type = FileType.DOCUMENT
-            elif "pdf" in message.mimetype:
+            else:
-                file_type = "pdf"
+                file_type = FileType.CUSTOM
-            elif "zip" in message.mimetype:
-                file_type = "archive"
-            # ...
 
+            # extract tool file id from url
+            tool_file_id = message.url.split("/")[-1].split(".")[0]
             message_file = MessageFile(
                 message_id=agent_message.id,
                 type=file_type,
-                transfer_method=FileTransferMethod.TOOL_FILE.value,
+                transfer_method=FileTransferMethod.TOOL_FILE,
                 belongs_to="assistant",
                 url=message.url,
-                upload_file_id=None,
+                upload_file_id=tool_file_id,
-                created_by_role=("account" if invoke_from in {InvokeFrom.EXPLORE, InvokeFrom.DEBUGGER} else "end_user"),
+                created_by_role=(
+                    CreatedByRole.ACCOUNT
+                    if invoke_from in {InvokeFrom.EXPLORE, InvokeFrom.DEBUGGER}
+                    else CreatedByRole.END_USER
+                ),
                 created_by=user_id,
             )
 

api/core/tools/tool_file_manager.py

@@ -57,22 +57,32 @@ class ToolFileManager:
 
     @staticmethod
     def create_file_by_raw(
-        user_id: str, tenant_id: str, conversation_id: Optional[str], file_binary: bytes, mimetype: str
+        *,
+        user_id: str,
+        tenant_id: str,
+        conversation_id: Optional[str],
+        file_binary: bytes,
+        mimetype: str,
     ) -> ToolFile:
-        """
-        create file
-        """
         extension = guess_extension(mimetype) or ".bin"
         unique_name = uuid4().hex
-        filename = f"tools/{tenant_id}/{unique_name}{extension}"
+        filename = f"{unique_name}{extension}"
-        storage.save(filename, file_binary)
+        filepath = f"tools/{tenant_id}/{filename}"
+        storage.save(filepath, file_binary)
 
         tool_file = ToolFile(
-            user_id=user_id, tenant_id=tenant_id, conversation_id=conversation_id, file_key=filename, mimetype=mimetype
+            user_id=user_id,
+            tenant_id=tenant_id,
+            conversation_id=conversation_id,
+            file_key=filepath,
+            mimetype=mimetype,
+            name=filename,
+            size=len(file_binary),
         )
 
         db.session.add(tool_file)
         db.session.commit()
+        db.session.refresh(tool_file)
 
         return tool_file
 
@@ -80,29 +90,34 @@ class ToolFileManager:
     def create_file_by_url(
         user_id: str,
         tenant_id: str,
-        conversation_id: str,
+        conversation_id: str | None,
         file_url: str,
     ) -> ToolFile:
-        """
-        create file
-        """
         # try to download image
-        response = get(file_url)
+        try:
-        response.raise_for_status()
+            response = get(file_url)
-        blob = response.content
+            response.raise_for_status()
+            blob = response.content
+        except Exception as e:
+            logger.error(f"Failed to download file from {file_url}: {e}")
+            raise
+
         mimetype = guess_type(file_url)[0] or "octet/stream"
         extension = guess_extension(mimetype) or ".bin"
         unique_name = uuid4().hex
-        filename = f"tools/{tenant_id}/{unique_name}{extension}"
+        filename = f"{unique_name}{extension}"
-        storage.save(filename, blob)
+        filepath = f"tools/{tenant_id}/{filename}"
+        storage.save(filepath, blob)
 
         tool_file = ToolFile(
             user_id=user_id,
             tenant_id=tenant_id,
             conversation_id=conversation_id,
-            file_key=filename,
+            file_key=filepath,
             mimetype=mimetype,
             original_url=file_url,
+            name=filename,
+            size=len(blob),
         )
 
         db.session.add(tool_file)
@@ -110,18 +125,6 @@ class ToolFileManager:
 
         return tool_file
 
-    @staticmethod
-    def create_file_by_key(
-        user_id: str, tenant_id: str, conversation_id: str, file_key: str, mimetype: str
-    ) -> ToolFile:
-        """
-        create file
-        """
-        tool_file = ToolFile(
-            user_id=user_id, tenant_id=tenant_id, conversation_id=conversation_id, file_key=file_key, mimetype=mimetype
-        )
-        return tool_file
-
     @staticmethod
     def get_file_binary(id: str) -> Union[tuple[bytes, str], None]:
         """
@@ -131,7 +134,7 @@ class ToolFileManager:
 
         :return: the binary of the file, mime type
         """
-        tool_file: ToolFile = (
+        tool_file = (
             db.session.query(ToolFile)
             .filter(
                 ToolFile.id == id,
@@ -155,7 +158,7 @@ class ToolFileManager:
 
         :return: the binary of the file, mime type
         """
-        message_file: MessageFile = (
+        message_file = (
             db.session.query(MessageFile)
             .filter(
                 MessageFile.id == id,
@@ -166,13 +169,16 @@ class ToolFileManager:
         # Check if message_file is not None
         if message_file is not None:
             # get tool file id
-            tool_file_id = message_file.url.split("/")[-1]
+            if message_file.url is not None:
-            # trim extension
+                tool_file_id = message_file.url.split("/")[-1]
-            tool_file_id = tool_file_id.split(".")[0]
+                # trim extension
+                tool_file_id = tool_file_id.split(".")[0]
+            else:
+                tool_file_id = None
         else:
             tool_file_id = None
 
-        tool_file: ToolFile = (
+        tool_file = (
             db.session.query(ToolFile)
             .filter(
                 ToolFile.id == tool_file_id,
@@ -196,7 +202,7 @@ class ToolFileManager:
 
         :return: the binary of the file, mime type
         """
-        tool_file: ToolFile = (
+        tool_file = (
             db.session.query(ToolFile)
             .filter(
                 ToolFile.id == tool_file_id,

api/core/tools/tool_manager.py

@@ -24,7 +24,6 @@ from core.tools.tool.builtin_tool import BuiltinTool
 from core.tools.tool.tool import Tool
 from core.tools.tool_label_manager import ToolLabelManager
 from core.tools.utils.configuration import ToolConfigurationManager, ToolParameterConfigurationManager
-from core.tools.utils.tool_parameter_converter import ToolParameterConverter
 from extensions.ext_database import db
 from models.tools import ApiToolProvider, BuiltinToolProvider, WorkflowToolProvider
 from services.tools.tools_transform_service import ToolTransformService
@@ -203,7 +202,7 @@ class ToolManager:
             raise ToolProviderNotFoundError(f"provider type {provider_type} not found")
 
     @classmethod
-    def _init_runtime_parameter(cls, parameter_rule: ToolParameter, parameters: dict) -> Union[str, int, float, bool]:
+    def _init_runtime_parameter(cls, parameter_rule: ToolParameter, parameters: dict):
         """
         init runtime parameter
         """
@@ -222,7 +221,7 @@ class ToolManager:
                     f"tool parameter {parameter_rule.name} value {parameter_value} not in options {options}"
                 )
 
-        return ToolParameterConverter.cast_parameter_by_type(parameter_value, parameter_rule.type)
+        return parameter_rule.type.cast_value(parameter_value)
 
     @classmethod
     def get_agent_tool_runtime(
@@ -243,7 +242,11 @@ class ToolManager:
         parameters = tool_entity.get_all_runtime_parameters()
         for parameter in parameters:
             # check file types
-            if parameter.type == ToolParameter.ToolParameterType.FILE:
+            if parameter.type in {
+                ToolParameter.ToolParameterType.SYSTEM_FILES,
+                ToolParameter.ToolParameterType.FILE,
+                ToolParameter.ToolParameterType.FILES,
+            }:
                 raise ValueError(f"file type parameter {parameter.name} not supported in agent")
 
             if parameter.form == ToolParameter.ToolParameterForm.FORM:

api/core/tools/utils/message_transformer.py

@@ -1,7 +1,8 @@
 import logging
 from mimetypes import guess_extension
+from typing import Optional
 
-from core.file.file_obj import FileTransferMethod, FileType
+from core.file import File, FileTransferMethod, FileType
 from core.tools.entities.tool_entities import ToolInvokeMessage
 from core.tools.tool_file_manager import ToolFileManager
 
@@ -11,7 +12,7 @@ logger = logging.getLogger(__name__)
 class ToolFileMessageTransformer:
     @classmethod
     def transform_tool_invoke_messages(
-        cls, messages: list[ToolInvokeMessage], user_id: str, tenant_id: str, conversation_id: str
+        cls, messages: list[ToolInvokeMessage], user_id: str, tenant_id: str, conversation_id: str | None
     ) -> list[ToolInvokeMessage]:
         """
         Transform tool message and handle file download
@@ -21,7 +22,7 @@ class ToolFileMessageTransformer:
         for message in messages:
             if message.type in {ToolInvokeMessage.MessageType.TEXT, ToolInvokeMessage.MessageType.LINK}:
                 result.append(message)
-            elif message.type == ToolInvokeMessage.MessageType.IMAGE:
+            elif message.type == ToolInvokeMessage.MessageType.IMAGE and isinstance(message.message, str):
                 # try to download image
                 try:
                     file = ToolFileManager.create_file_by_url(
@@ -50,11 +51,14 @@ class ToolFileMessageTransformer:
                     )
             elif message.type == ToolInvokeMessage.MessageType.BLOB:
                 # get mime type and save blob to storage
+                assert message.meta is not None
                 mimetype = message.meta.get("mime_type", "octet/stream")
                 # if message is str, encode it to bytes
                 if isinstance(message.message, str):
                     message.message = message.message.encode("utf-8")
 
+                # FIXME: should do a type check here.
+                assert isinstance(message.message, bytes)
                 file = ToolFileManager.create_file_by_raw(
                     user_id=user_id,
                     tenant_id=tenant_id,
@@ -63,7 +67,7 @@ class ToolFileMessageTransformer:
                     mimetype=mimetype,
                 )
 
-                url = cls.get_tool_file_url(file.id, guess_extension(file.mimetype))
+                url = cls.get_tool_file_url(tool_file_id=file.id, extension=guess_extension(file.mimetype))
 
                 # check if file is image
                 if "image" in mimetype:
@@ -84,12 +88,14 @@ class ToolFileMessageTransformer:
                             meta=message.meta.copy() if message.meta is not None else {},
                         )
                     )
-            elif message.type == ToolInvokeMessage.MessageType.FILE_VAR:
+            elif message.type == ToolInvokeMessage.MessageType.FILE:
-                file_var = message.meta.get("file_var")
+                assert message.meta is not None
-                if file_var:
+                file = message.meta.get("file")
-                    if file_var.transfer_method == FileTransferMethod.TOOL_FILE:
+                if isinstance(file, File):
-                        url = cls.get_tool_file_url(file_var.related_id, file_var.extension)
+                    if file.transfer_method == FileTransferMethod.TOOL_FILE:
-                        if file_var.type == FileType.IMAGE:
+                        assert file.related_id is not None
+                        url = cls.get_tool_file_url(tool_file_id=file.related_id, extension=file.extension)
+                        if file.type == FileType.IMAGE:
                             result.append(
                                 ToolInvokeMessage(
                                     type=ToolInvokeMessage.MessageType.IMAGE_LINK,
@@ -107,11 +113,13 @@ class ToolFileMessageTransformer:
                                     meta=message.meta.copy() if message.meta is not None else {},
                                 )
                             )
+                    else:
+                        result.append(message)
             else:
                 result.append(message)
 
         return result
 
     @classmethod
-    def get_tool_file_url(cls, tool_file_id: str, extension: str) -> str:
+    def get_tool_file_url(cls, tool_file_id: str, extension: Optional[str]) -> str:
         return f'/files/tools/{tool_file_id}{extension or ".bin"}'

api/core/tools/utils/tool_parameter_converter.py

@@ -1,71 +0,0 @@
-from typing import Any
-
-from core.tools.entities.tool_entities import ToolParameter
-
-
-class ToolParameterConverter:
-    @staticmethod
-    def get_parameter_type(parameter_type: str | ToolParameter.ToolParameterType) -> str:
-        match parameter_type:
-            case (
-                ToolParameter.ToolParameterType.STRING
-                | ToolParameter.ToolParameterType.SECRET_INPUT
-                | ToolParameter.ToolParameterType.SELECT
-            ):
-                return "string"
-
-            case ToolParameter.ToolParameterType.BOOLEAN:
-                return "boolean"
-
-            case ToolParameter.ToolParameterType.NUMBER:
-                return "number"
-
-            case _:
-                raise ValueError(f"Unsupported parameter type {parameter_type}")
-
-    @staticmethod
-    def cast_parameter_by_type(value: Any, parameter_type: str) -> Any:
-        # convert tool parameter config to correct type
-        try:
-            match parameter_type:
-                case (
-                    ToolParameter.ToolParameterType.STRING
-                    | ToolParameter.ToolParameterType.SECRET_INPUT
-                    | ToolParameter.ToolParameterType.SELECT
-                ):
-                    if value is None:
-                        return ""
-                    else:
-                        return value if isinstance(value, str) else str(value)
-
-                case ToolParameter.ToolParameterType.BOOLEAN:
-                    if value is None:
-                        return False
-                    elif isinstance(value, str):
-                        # Allowed YAML boolean value strings: https://yaml.org/type/bool.html
-                        # and also '0' for False and '1' for True
-                        match value.lower():
-                            case "true" | "yes" | "y" | "1":
-                                return True
-                            case "false" | "no" | "n" | "0":
-                                return False
-                            case _:
-                                return bool(value)
-                    else:
-                        return value if isinstance(value, bool) else bool(value)
-
-                case ToolParameter.ToolParameterType.NUMBER:
-                    if isinstance(value, int) | isinstance(value, float):
-                        return value
-                    elif isinstance(value, str) and value != "":
-                        if "." in value:
-                            return float(value)
-                        else:
-                            return int(value)
-                case ToolParameter.ToolParameterType.FILE:
-                    return value
-                case _:
-                    return str(value)
-
-        except Exception:
-            raise ValueError(f"The tool parameter value {value} is not in correct type of {parameter_type}.")

api/core/tools/utils/workflow_configuration_sync.py

@@ -1,19 +1,18 @@
+from collections.abc import Mapping, Sequence
+from typing import Any
+
 from core.app.app_config.entities import VariableEntity
 from core.tools.entities.tool_entities import WorkflowToolParameterConfiguration
 
 
 class WorkflowToolConfigurationUtils:
     @classmethod
-    def check_parameter_configurations(cls, configurations: list[dict]):
+    def check_parameter_configurations(cls, configurations: Mapping[str, Any]):
-        """
-        check parameter configurations
-        """
         for configuration in configurations:
-            if not WorkflowToolParameterConfiguration(**configuration):
+            WorkflowToolParameterConfiguration.model_validate(configuration)
-                raise ValueError("invalid parameter configuration")
 
     @classmethod
-    def get_workflow_graph_variables(cls, graph: dict) -> list[VariableEntity]:
+    def get_workflow_graph_variables(cls, graph: Mapping[str, Any]) -> Sequence[VariableEntity]:
         """
         get workflow graph variables
         """

api/core/tools/utils/yaml_utils.py

@@ -1,4 +1,5 @@
 import logging
+from pathlib import Path
 from typing import Any
 
 import yaml
@@ -17,15 +18,18 @@ def load_yaml_file(file_path: str, ignore_error: bool = True, default_value: Any
     :param default_value: the value returned when errors ignored
     :return: an object of the YAML content
     """
-    try:
+    if not file_path or not Path(file_path).exists():
-        with open(file_path, encoding="utf-8") as yaml_file:
-            try:
-                yaml_content = yaml.safe_load(yaml_file)
-                return yaml_content or default_value
-            except Exception as e:
-                raise YAMLError(f"Failed to load YAML file {file_path}: {e}")
-    except Exception as e:
         if ignore_error:
             return default_value
         else:
-            raise e
+            raise FileNotFoundError(f"File not found: {file_path}")
+
+    with open(file_path, encoding="utf-8") as yaml_file:
+        try:
+            yaml_content = yaml.safe_load(yaml_file)
+            return yaml_content or default_value
+        except Exception as e:
+            if ignore_error:
+                return default_value
+            else:
+                raise YAMLError(f"Failed to load YAML file {file_path}: {e}") from e

api/core/variables/__init__.py

@@ -1,7 +1,12 @@
 from .segment_group import SegmentGroup
 from .segments import (
     ArrayAnySegment,
+    ArrayFileSegment,
+    ArrayNumberSegment,
+    ArrayObjectSegment,
     ArraySegment,
+    ArrayStringSegment,
+    FileSegment,
     FloatSegment,
     IntegerSegment,
     NoneSegment,
@@ -15,6 +20,7 @@ from .variables import (
     ArrayNumberVariable,
     ArrayObjectVariable,
     ArrayStringVariable,
+    FileVariable,
     FloatVariable,
     IntegerVariable,
     NoneVariable,
@@ -46,4 +52,10 @@ __all__ = [
     "ArrayNumberVariable",
     "ArrayObjectVariable",
     "ArraySegment",
+    "ArrayFileSegment",
+    "ArrayNumberSegment",
+    "ArrayObjectSegment",
+    "ArrayStringSegment",
+    "FileSegment",
+    "FileVariable",
 ]

api/core/variables/segments.py

@@ -5,6 +5,8 @@ from typing import Any
 
 from pydantic import BaseModel, ConfigDict, field_validator
 
+from core.file import File
+
 from .types import SegmentType
 
 
@@ -39,6 +41,9 @@ class Segment(BaseModel):
 
     @property
     def size(self) -> int:
+        """
+        Return the size of the value in bytes.
+        """
         return sys.getsizeof(self.value)
 
     def to_object(self) -> Any:
@@ -99,13 +104,27 @@ class ArraySegment(Segment):
     def markdown(self) -> str:
         items = []
         for item in self.value:
-            if hasattr(item, "to_markdown"):
+            items.append(str(item))
-                items.append(item.to_markdown())
-            else:
-                items.append(str(item))
         return "\n".join(items)
 
 
+class FileSegment(Segment):
+    value_type: SegmentType = SegmentType.FILE
+    value: File
+
+    @property
+    def markdown(self) -> str:
+        return self.value.markdown
+
+    @property
+    def log(self) -> str:
+        return str(self.value)
+
+    @property
+    def text(self) -> str:
+        return str(self.value)
+
+
 class ArrayAnySegment(ArraySegment):
     value_type: SegmentType = SegmentType.ARRAY_ANY
     value: Sequence[Any]
@@ -124,3 +143,15 @@ class ArrayNumberSegment(ArraySegment):
 class ArrayObjectSegment(ArraySegment):
     value_type: SegmentType = SegmentType.ARRAY_OBJECT
     value: Sequence[Mapping[str, Any]]
+
+
+class ArrayFileSegment(ArraySegment):
+    value_type: SegmentType = SegmentType.ARRAY_FILE
+    value: Sequence[File]
+
+    @property
+    def markdown(self) -> str:
+        items = []
+        for item in self.value:
+            items.append(item.markdown)
+        return "\n".join(items)

api/core/variables/types.py

@@ -11,5 +11,7 @@ class SegmentType(str, Enum):
     ARRAY_NUMBER = "array[number]"
     ARRAY_OBJECT = "array[object]"
     OBJECT = "object"
+    FILE = "file"
+    ARRAY_FILE = "array[file]"
 
     GROUP = "group"