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feat/enhance the multi-modal support (#8818)

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-LAN-
2024-10-21 10:43:49 +08:00
committed by GitHub
parent 7a1d6fe509
commit e61752bd3a
267 changed files with 6263 additions and 3523 deletions
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21
api/core/memory/token_buffer_memory.py
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@@ -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
@@ -65,13 +67,12 @@ 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()
if files:
file_extra_config = None
if self.conversation.mode not in {AppMode.ADVANCED_CHAT.value, AppMode.WORKFLOW.value}:
if self.conversation.mode not in {AppMode.ADVANCED_CHAT, AppMode.WORKFLOW}:
file_extra_config = FileUploadConfigManager.convert(self.conversation.model_config)
else:
if message.workflow_run_id:
@@ -84,17 +85,21 @@ class TokenBufferMemory:
workflow_run.workflow.features_dict, is_vision=False
)
if file_extra_config:
file_objs = message_file_parser.transform_message_files(files, file_extra_config)
if file_extra_config and app_record:
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 = file_manager.to_prompt_message_content(file_obj)
prompt_message_contents.append(prompt_message)
prompt_messages.append(UserPromptMessage(content=prompt_message_contents))
else: