feat(api): maintain assistant content parts and file handling in advanced chat (#24663)
Co-authored-by: autofix-ci[bot] <114827586+autofix-ci[bot]@users.noreply.github.com>
This commit is contained in:
@@ -1,4 +1,5 @@
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import logging
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import re
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import time
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from collections.abc import Callable, Generator, Mapping
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from contextlib import contextmanager
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@@ -373,7 +374,7 @@ class AdvancedChatAppGenerateTaskPipeline:
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) -> Generator[StreamResponse, None, None]:
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"""Handle node succeeded events."""
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# Record files if it's an answer node or end node
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if event.node_type in [NodeType.ANSWER, NodeType.END]:
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if event.node_type in [NodeType.ANSWER, NodeType.END, NodeType.LLM]:
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self._recorded_files.extend(
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self._workflow_response_converter.fetch_files_from_node_outputs(event.outputs or {})
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)
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@@ -896,7 +897,14 @@ class AdvancedChatAppGenerateTaskPipeline:
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def _save_message(self, *, session: Session, graph_runtime_state: Optional[GraphRuntimeState] = None) -> None:
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message = self._get_message(session=session)
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message.answer = self._task_state.answer
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# If there are assistant files, remove markdown image links from answer
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answer_text = self._task_state.answer
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if self._recorded_files:
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# Remove markdown image links since we're storing files separately
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answer_text = re.sub(r"!\[.*?\]\(.*?\)", "", answer_text).strip()
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message.answer = answer_text
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message.updated_at = naive_utc_now()
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message.provider_response_latency = time.perf_counter() - self._base_task_pipeline._start_at
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message.message_metadata = self._task_state.metadata.model_dump_json()
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@@ -31,6 +31,65 @@ class TokenBufferMemory:
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self.conversation = conversation
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self.model_instance = model_instance
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def _build_prompt_message_with_files(
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self, message_files: list[MessageFile], text_content: str, message: Message, app_record, is_user_message: bool
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) -> PromptMessage:
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"""
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Build prompt message with files.
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:param message_files: list of MessageFile objects
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:param text_content: text content of the message
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:param message: Message object
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:param app_record: app record
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:param is_user_message: whether this is a user message
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:return: PromptMessage
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"""
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if self.conversation.mode in {AppMode.AGENT_CHAT, AppMode.COMPLETION, AppMode.CHAT}:
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file_extra_config = FileUploadConfigManager.convert(self.conversation.model_config)
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elif self.conversation.mode in {AppMode.ADVANCED_CHAT, AppMode.WORKFLOW}:
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workflow_run = db.session.scalar(select(WorkflowRun).where(WorkflowRun.id == message.workflow_run_id))
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if not workflow_run:
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raise ValueError(f"Workflow run not found: {message.workflow_run_id}")
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workflow = db.session.scalar(select(Workflow).where(Workflow.id == workflow_run.workflow_id))
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if not workflow:
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raise ValueError(f"Workflow not found: {workflow_run.workflow_id}")
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file_extra_config = FileUploadConfigManager.convert(workflow.features_dict, is_vision=False)
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else:
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raise AssertionError(f"Invalid app mode: {self.conversation.mode}")
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detail = ImagePromptMessageContent.DETAIL.HIGH
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if file_extra_config and app_record:
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# Build files directly without filtering by belongs_to
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file_objs = [
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file_factory.build_from_message_file(
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message_file=message_file, tenant_id=app_record.tenant_id, config=file_extra_config
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)
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for message_file in message_files
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]
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if file_extra_config.image_config and file_extra_config.image_config.detail:
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detail = file_extra_config.image_config.detail
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else:
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file_objs = []
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if not file_objs:
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if is_user_message:
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return UserPromptMessage(content=text_content)
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else:
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return AssistantPromptMessage(content=text_content)
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else:
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prompt_message_contents: list[PromptMessageContentUnionTypes] = []
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for file in file_objs:
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prompt_message = file_manager.to_prompt_message_content(
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file,
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image_detail_config=detail,
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)
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prompt_message_contents.append(prompt_message)
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prompt_message_contents.append(TextPromptMessageContent(data=text_content))
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if is_user_message:
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return UserPromptMessage(content=prompt_message_contents)
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else:
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return AssistantPromptMessage(content=prompt_message_contents)
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def get_history_prompt_messages(
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self, max_token_limit: int = 2000, message_limit: Optional[int] = None
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) -> Sequence[PromptMessage]:
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@@ -67,52 +126,46 @@ class TokenBufferMemory:
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prompt_messages: list[PromptMessage] = []
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for message in messages:
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files = db.session.query(MessageFile).where(MessageFile.message_id == message.id).all()
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if files:
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file_extra_config = None
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if self.conversation.mode in {AppMode.AGENT_CHAT, AppMode.COMPLETION, AppMode.CHAT}:
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file_extra_config = FileUploadConfigManager.convert(self.conversation.model_config)
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elif self.conversation.mode in {AppMode.ADVANCED_CHAT, AppMode.WORKFLOW}:
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workflow_run = db.session.scalar(
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select(WorkflowRun).where(WorkflowRun.id == message.workflow_run_id)
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)
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if not workflow_run:
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raise ValueError(f"Workflow run not found: {message.workflow_run_id}")
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workflow = db.session.scalar(select(Workflow).where(Workflow.id == workflow_run.workflow_id))
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if not workflow:
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raise ValueError(f"Workflow not found: {workflow_run.workflow_id}")
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file_extra_config = FileUploadConfigManager.convert(workflow.features_dict, is_vision=False)
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else:
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raise AssertionError(f"Invalid app mode: {self.conversation.mode}")
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detail = ImagePromptMessageContent.DETAIL.LOW
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if file_extra_config and app_record:
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file_objs = file_factory.build_from_message_files(
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message_files=files, tenant_id=app_record.tenant_id, config=file_extra_config
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)
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if file_extra_config.image_config and file_extra_config.image_config.detail:
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detail = file_extra_config.image_config.detail
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else:
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file_objs = []
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if not file_objs:
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prompt_messages.append(UserPromptMessage(content=message.query))
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else:
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prompt_message_contents: list[PromptMessageContentUnionTypes] = []
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for file in file_objs:
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prompt_message = file_manager.to_prompt_message_content(
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file,
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image_detail_config=detail,
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)
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prompt_message_contents.append(prompt_message)
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prompt_message_contents.append(TextPromptMessageContent(data=message.query))
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prompt_messages.append(UserPromptMessage(content=prompt_message_contents))
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# Process user message with files
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user_files = (
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db.session.query(MessageFile)
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.where(
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MessageFile.message_id == message.id,
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(MessageFile.belongs_to == "user") | (MessageFile.belongs_to.is_(None)),
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)
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.all()
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)
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if user_files:
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user_prompt_message = self._build_prompt_message_with_files(
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message_files=user_files,
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text_content=message.query,
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message=message,
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app_record=app_record,
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is_user_message=True,
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)
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prompt_messages.append(user_prompt_message)
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else:
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prompt_messages.append(UserPromptMessage(content=message.query))
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prompt_messages.append(AssistantPromptMessage(content=message.answer))
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# Process assistant message with files
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assistant_files = (
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db.session.query(MessageFile)
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.where(MessageFile.message_id == message.id, MessageFile.belongs_to == "assistant")
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.all()
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)
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if assistant_files:
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assistant_prompt_message = self._build_prompt_message_with_files(
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message_files=assistant_files,
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text_content=message.answer,
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message=message,
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app_record=app_record,
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is_user_message=False,
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)
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prompt_messages.append(assistant_prompt_message)
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else:
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prompt_messages.append(AssistantPromptMessage(content=message.answer))
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if not prompt_messages:
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return []
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@@ -41,8 +41,14 @@ def build_from_message_file(
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"url": message_file.url,
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"id": message_file.id,
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"type": message_file.type,
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"upload_file_id": message_file.upload_file_id,
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}
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# Set the correct ID field based on transfer method
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if message_file.transfer_method == FileTransferMethod.TOOL_FILE.value:
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mapping["tool_file_id"] = message_file.upload_file_id
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else:
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mapping["upload_file_id"] = message_file.upload_file_id
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return build_from_mapping(
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mapping=mapping,
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tenant_id=tenant_id,
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@@ -318,6 +324,11 @@ def _is_file_valid_with_config(
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file_transfer_method: FileTransferMethod,
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config: FileUploadConfig,
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) -> bool:
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# FIXME(QIN2DIM): Always allow tool files (files generated by the assistant/model)
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# These are internally generated and should bypass user upload restrictions
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if file_transfer_method == FileTransferMethod.TOOL_FILE:
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return True
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if (
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config.allowed_file_types
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and input_file_type not in config.allowed_file_types
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