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3 changes: 3 additions & 0 deletions backend/consts/const.py
Original file line number Diff line number Diff line change
Expand Up @@ -271,3 +271,6 @@

# APP Version
APP_VERSION = "v1.7.5.1"

DEFAULT_ZH_TITLE = "新对话"
DEFAULT_EN_TITLE = "New Conversation"
5 changes: 3 additions & 2 deletions backend/services/conversation_management_service.py
Original file line number Diff line number Diff line change
Expand Up @@ -7,7 +7,7 @@
from jinja2 import StrictUndefined, Template
from smolagents import OpenAIServerModel

from consts.const import LANGUAGE, MODEL_CONFIG_MAPPING, MESSAGE_ROLE
from consts.const import LANGUAGE, MODEL_CONFIG_MAPPING, MESSAGE_ROLE, DEFAULT_EN_TITLE, DEFAULT_ZH_TITLE
from consts.model import AgentRequest, ConversationResponse, MessageRequest, MessageUnit
from database.conversation_db import (
create_conversation,
Expand Down Expand Up @@ -277,7 +277,8 @@ def call_llm_for_title(content: str, tenant_id: str, language: str = LANGUAGE["Z

# Call the model
response = llm(messages, max_tokens=10)

if not response or not response.content or not response.content.strip():
return DEFAULT_EN_TITLE if language == LANGUAGE["EN"] else DEFAULT_ZH_TITLE
return remove_think_blocks(response.content.strip())


Expand Down
62 changes: 62 additions & 0 deletions test/backend/services/test_conversation_management_service.py
Original file line number Diff line number Diff line change
Expand Up @@ -346,6 +346,68 @@ def test_call_llm_for_title(self, mock_get_model_config, mock_get_prompt_templat
mock_llm_instance.assert_called_once()
mock_get_prompt_template.assert_called_once_with(language='zh')

@patch('backend.services.conversation_management_service.OpenAIServerModel')
@patch('backend.services.conversation_management_service.get_generate_title_prompt_template')
@patch('backend.services.conversation_management_service.tenant_config_manager.get_model_config')
def test_call_llm_for_title_response_none_zh(self, mock_get_model_config, mock_get_prompt_template, mock_openai):
"""Test call_llm_for_title returns default ZH title when response is None."""
# Setup
mock_get_model_config.return_value = {
"model_name": "gpt-4",
"model_repo": "openai",
"base_url": "http://example.com",
"api_key": "fake-key"
}

mock_prompt_template = {
"SYSTEM_PROMPT": "Generate a short title",
"USER_PROMPT": "Generate a title for: {{content}}"
}
mock_get_prompt_template.return_value = mock_prompt_template

mock_llm_instance = mock_openai.return_value
mock_llm_instance.return_value = None

# Execute
result = call_llm_for_title(
"What is AI?", tenant_id=self.tenant_id, language="zh")

# Assert
self.assertEqual(result, "新对话")
mock_openai.assert_called_once()
mock_get_prompt_template.assert_called_once_with(language='zh')

@patch('backend.services.conversation_management_service.OpenAIServerModel')
@patch('backend.services.conversation_management_service.get_generate_title_prompt_template')
@patch('backend.services.conversation_management_service.tenant_config_manager.get_model_config')
def test_call_llm_for_title_response_none_en(self, mock_get_model_config, mock_get_prompt_template, mock_openai):
"""Test call_llm_for_title returns default EN title when response is None."""
# Setup
mock_get_model_config.return_value = {
"model_name": "gpt-4",
"model_repo": "openai",
"base_url": "http://example.com",
"api_key": "fake-key"
}

mock_prompt_template = {
"SYSTEM_PROMPT": "Generate a short title",
"USER_PROMPT": "Generate a title for: {{content}}"
}
mock_get_prompt_template.return_value = mock_prompt_template

mock_llm_instance = mock_openai.return_value
mock_llm_instance.return_value = None

# Execute
result = call_llm_for_title(
"What is AI?", tenant_id=self.tenant_id, language="en")

# Assert
self.assertEqual(result, "New Conversation")
mock_openai.assert_called_once()
mock_get_prompt_template.assert_called_once_with(language='en')

@patch('backend.services.conversation_management_service.rename_conversation')
def test_update_conversation_title(self, mock_rename_conversation):
# Setup
Expand Down