import copy from core.prompt.prompt_templates.advanced_prompt_templates import ( BAICHUAN_CHAT_APP_CHAT_PROMPT_CONFIG, BAICHUAN_CHAT_APP_COMPLETION_PROMPT_CONFIG, BAICHUAN_COMPLETION_APP_CHAT_PROMPT_CONFIG, BAICHUAN_COMPLETION_APP_COMPLETION_PROMPT_CONFIG, BAICHUAN_CONTEXT, CHAT_APP_CHAT_PROMPT_CONFIG, CHAT_APP_COMPLETION_PROMPT_CONFIG, COMPLETION_APP_CHAT_PROMPT_CONFIG, COMPLETION_APP_COMPLETION_PROMPT_CONFIG, CONTEXT, ) from models.model import AppMode class AdvancedPromptTemplateService: @classmethod def get_prompt(cls, 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.lower(): return cls.get_baichuan_prompt(app_mode, model_mode, has_context) else: return cls.get_common_prompt(app_mode, model_mode, has_context) @classmethod def get_common_prompt(cls, app_mode: str, model_mode: str, has_context: str) -> dict: context_prompt = copy.deepcopy(CONTEXT) if app_mode == AppMode.CHAT.value: if model_mode == "completion": return cls.get_completion_prompt( copy.deepcopy(CHAT_APP_COMPLETION_PROMPT_CONFIG), has_context, context_prompt ) elif model_mode == "chat": return cls.get_chat_prompt(copy.deepcopy(CHAT_APP_CHAT_PROMPT_CONFIG), has_context, context_prompt) elif app_mode == AppMode.COMPLETION.value: if model_mode == "completion": return cls.get_completion_prompt( copy.deepcopy(COMPLETION_APP_COMPLETION_PROMPT_CONFIG), has_context, context_prompt ) elif model_mode == "chat": return cls.get_chat_prompt( copy.deepcopy(COMPLETION_APP_CHAT_PROMPT_CONFIG), has_context, context_prompt ) @classmethod def get_completion_prompt(cls, prompt_template: dict, has_context: str, 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 @classmethod def get_chat_prompt(cls, prompt_template: dict, has_context: str, 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 @classmethod def get_baichuan_prompt(cls, app_mode: str, model_mode: str, has_context: str) -> dict: baichuan_context_prompt = copy.deepcopy(BAICHUAN_CONTEXT) if app_mode == AppMode.CHAT.value: if model_mode == "completion": return cls.get_completion_prompt( copy.deepcopy(BAICHUAN_CHAT_APP_COMPLETION_PROMPT_CONFIG), has_context, baichuan_context_prompt ) elif model_mode == "chat": return cls.get_chat_prompt( copy.deepcopy(BAICHUAN_CHAT_APP_CHAT_PROMPT_CONFIG), has_context, baichuan_context_prompt ) elif app_mode == AppMode.COMPLETION.value: if model_mode == "completion": return cls.get_completion_prompt( copy.deepcopy(BAICHUAN_COMPLETION_APP_COMPLETION_PROMPT_CONFIG), has_context, baichuan_context_prompt, ) elif model_mode == "chat": return cls.get_chat_prompt( copy.deepcopy(BAICHUAN_COMPLETION_APP_CHAT_PROMPT_CONFIG), has_context, baichuan_context_prompt )