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75 lines
3.5 KiB
Python
75 lines
3.5 KiB
Python
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import copy
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from core.prompt.advanced_prompt_templates import (
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BAICHUAN_CHAT_APP_CHAT_PROMPT_CONFIG,
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BAICHUAN_CHAT_APP_COMPLETION_PROMPT_CONFIG,
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BAICHUAN_COMPLETION_APP_CHAT_PROMPT_CONFIG,
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BAICHUAN_COMPLETION_APP_COMPLETION_PROMPT_CONFIG,
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BAICHUAN_CONTEXT,
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CHAT_APP_CHAT_PROMPT_CONFIG,
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CHAT_APP_COMPLETION_PROMPT_CONFIG,
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COMPLETION_APP_CHAT_PROMPT_CONFIG,
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COMPLETION_APP_COMPLETION_PROMPT_CONFIG,
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CONTEXT,
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)
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from core.prompt.prompt_transform import AppMode
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class AdvancedPromptTemplateService:
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@classmethod
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def get_prompt(cls, args: dict) -> dict:
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app_mode = args['app_mode']
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model_mode = args['model_mode']
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model_name = args['model_name']
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has_context = args['has_context']
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if 'baichuan' in model_name.lower():
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return cls.get_baichuan_prompt(app_mode, model_mode, has_context)
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else:
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return cls.get_common_prompt(app_mode, model_mode, has_context)
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@classmethod
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def get_common_prompt(cls, app_mode: str, model_mode:str, has_context: str) -> dict:
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context_prompt = copy.deepcopy(CONTEXT)
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if app_mode == AppMode.CHAT.value:
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if model_mode == "completion":
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return cls.get_completion_prompt(copy.deepcopy(CHAT_APP_COMPLETION_PROMPT_CONFIG), has_context, context_prompt)
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elif model_mode == "chat":
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return cls.get_chat_prompt(copy.deepcopy(CHAT_APP_CHAT_PROMPT_CONFIG), has_context, context_prompt)
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elif app_mode == AppMode.COMPLETION.value:
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if model_mode == "completion":
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return cls.get_completion_prompt(copy.deepcopy(COMPLETION_APP_COMPLETION_PROMPT_CONFIG), has_context, context_prompt)
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elif model_mode == "chat":
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return cls.get_chat_prompt(copy.deepcopy(COMPLETION_APP_CHAT_PROMPT_CONFIG), has_context, context_prompt)
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@classmethod
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def get_completion_prompt(cls, prompt_template: dict, has_context: str, context: str) -> dict:
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if has_context == 'true':
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prompt_template['completion_prompt_config']['prompt']['text'] = context + prompt_template['completion_prompt_config']['prompt']['text']
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return prompt_template
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@classmethod
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def get_chat_prompt(cls, prompt_template: dict, has_context: str, context: str) -> dict:
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if has_context == 'true':
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prompt_template['chat_prompt_config']['prompt'][0]['text'] = context + prompt_template['chat_prompt_config']['prompt'][0]['text']
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return prompt_template
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@classmethod
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def get_baichuan_prompt(cls, app_mode: str, model_mode:str, has_context: str) -> dict:
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baichuan_context_prompt = copy.deepcopy(BAICHUAN_CONTEXT)
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if app_mode == AppMode.CHAT.value:
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if model_mode == "completion":
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return cls.get_completion_prompt(copy.deepcopy(BAICHUAN_CHAT_APP_COMPLETION_PROMPT_CONFIG), has_context, baichuan_context_prompt)
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elif model_mode == "chat":
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return cls.get_chat_prompt(copy.deepcopy(BAICHUAN_CHAT_APP_CHAT_PROMPT_CONFIG), has_context, baichuan_context_prompt)
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elif app_mode == AppMode.COMPLETION.value:
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if model_mode == "completion":
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return cls.get_completion_prompt(copy.deepcopy(BAICHUAN_COMPLETION_APP_COMPLETION_PROMPT_CONFIG), has_context, baichuan_context_prompt)
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elif model_mode == "chat":
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return cls.get_chat_prompt(copy.deepcopy(BAICHUAN_COMPLETION_APP_CHAT_PROMPT_CONFIG), has_context, baichuan_context_prompt) |