import copy from core.prompt.advanced_prompt_templates import CHAT_APP_COMPLETION_PROMPT_CONFIG, CHAT_APP_CHAT_PROMPT_CONFIG, COMPLETION_APP_CHAT_PROMPT_CONFIG, COMPLETION_APP_COMPLETION_PROMPT_CONFIG, \ BAICHUAN_CHAT_APP_COMPLETION_PROMPT_CONFIG, BAICHUAN_CHAT_APP_CHAT_PROMPT_CONFIG, BAICHUAN_COMPLETION_APP_COMPLETION_PROMPT_CONFIG, BAICHUAN_COMPLETION_APP_CHAT_PROMPT_CONFIG, CONTEXT, BAICHUAN_CONTEXT class AdvancedPromptTemplateService: def get_prompt(self, args: dict) -> dict: app_mode = args['app_mode'] model_mode = args['model_mode'] model_name = args['model_name'] has_context = args['has_context'] if 'baichuan' in model_name: return self.get_baichuan_prompt(app_mode, model_mode, has_context) else: return self.get_common_prompt(app_mode, model_mode, has_context) def get_common_prompt(self, app_mode: str, model_mode:str, has_context: bool) -> dict: if app_mode == 'chat': if model_mode == 'completion': return self.get_completion_prompt(copy.deepcopy(CHAT_APP_COMPLETION_PROMPT_CONFIG), has_context, CONTEXT) elif model_mode == 'chat': return self.get_chat_prompt(copy.deepcopy(CHAT_APP_CHAT_PROMPT_CONFIG), has_context, CONTEXT) elif app_mode == 'completion': if model_mode == 'completion': return self.get_completion_prompt(copy.deepcopy(COMPLETION_APP_COMPLETION_PROMPT_CONFIG), has_context, CONTEXT) elif model_mode == 'chat': return self.get_chat_prompt(copy.deepcopy(COMPLETION_APP_CHAT_PROMPT_CONFIG), has_context, CONTEXT) def get_completion_prompt(self, prompt_template: str, has_context: bool, context: str) -> dict: if has_context == 'true': prompt_template['completion_prompt_config']['prompt']['text'] = context + prompt_template['completion_prompt_config']['prompt']['text'] return prompt_template def get_chat_prompt(self, prompt_template: str, has_context: bool, context: str) -> dict: if has_context == 'true': prompt_template['chat_prompt_config']['prompt'][0]['text'] = context + prompt_template['chat_prompt_config']['prompt'][0]['text'] return prompt_template def get_baichuan_prompt(self, app_mode: str, model_mode:str, has_context: bool) -> dict: if app_mode == 'chat': if model_mode == 'completion': return self.get_completion_prompt(copy.deepcopy(BAICHUAN_CHAT_APP_COMPLETION_PROMPT_CONFIG), has_context, BAICHUAN_CONTEXT) elif model_mode == 'chat': return self.get_chat_prompt(copy.deepcopy(BAICHUAN_CHAT_APP_CHAT_PROMPT_CONFIG), has_context, BAICHUAN_CONTEXT) elif app_mode == 'completion': if model_mode == 'completion': return self.get_completion_prompt(copy.deepcopy(BAICHUAN_COMPLETION_APP_COMPLETION_PROMPT_CONFIG), has_context, BAICHUAN_CONTEXT) elif model_mode == 'chat': return self.get_chat_prompt(copy.deepcopy(BAICHUAN_COMPLETION_APP_CHAT_PROMPT_CONFIG), has_context, BAICHUAN_CONTEXT)