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chore: optimize memory fetch performance (#6039)
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@ -12,7 +12,8 @@ from core.model_runtime.entities.message_entities import (
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UserPromptMessage,
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)
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from extensions.ext_database import db
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from models.model import AppMode, Conversation, Message
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from models.model import AppMode, Conversation, Message, MessageFile
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from models.workflow import WorkflowRun
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class TokenBufferMemory:
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@ -30,7 +31,13 @@ class TokenBufferMemory:
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app_record = self.conversation.app
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# fetch limited messages, and return reversed
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query = db.session.query(Message).filter(
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query = db.session.query(
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Message.id,
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Message.query,
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Message.answer,
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Message.created_at,
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Message.workflow_run_id
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).filter(
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Message.conversation_id == self.conversation.id,
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Message.answer != ''
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).order_by(Message.created_at.desc())
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@ -47,18 +54,23 @@ class TokenBufferMemory:
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tenant_id=app_record.tenant_id,
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app_id=app_record.id
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)
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prompt_messages = []
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for message in messages:
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files = message.message_files
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files = db.session.query(MessageFile).filter(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 not in [AppMode.ADVANCED_CHAT.value, AppMode.WORKFLOW.value]:
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file_extra_config = FileUploadConfigManager.convert(message.app_model_config.to_dict())
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file_extra_config = FileUploadConfigManager.convert(self.conversation.model_config)
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else:
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file_extra_config = FileUploadConfigManager.convert(
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message.workflow_run.workflow.features_dict,
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is_vision=False
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)
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if message.workflow_run_id:
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workflow_run = (db.session.query(WorkflowRun)
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.filter(WorkflowRun.id == message.workflow_run_id).first())
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if workflow_run:
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file_extra_config = FileUploadConfigManager.convert(
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workflow_run.workflow.features_dict,
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is_vision=False
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)
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if file_extra_config:
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file_objs = message_file_parser.transform_message_files(
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