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94 lines
3.8 KiB
Python
94 lines
3.8 KiB
Python
import copy
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from core.prompt.prompt_templates.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 models.model 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(
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copy.deepcopy(CHAT_APP_COMPLETION_PROMPT_CONFIG), has_context, context_prompt
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)
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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(
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copy.deepcopy(COMPLETION_APP_COMPLETION_PROMPT_CONFIG), has_context, context_prompt
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)
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elif model_mode == "chat":
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return cls.get_chat_prompt(
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copy.deepcopy(COMPLETION_APP_CHAT_PROMPT_CONFIG), has_context, context_prompt
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)
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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"] = (
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context + prompt_template["completion_prompt_config"]["prompt"]["text"]
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)
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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"] = (
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context + prompt_template["chat_prompt_config"]["prompt"][0]["text"]
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)
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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(
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copy.deepcopy(BAICHUAN_CHAT_APP_COMPLETION_PROMPT_CONFIG), has_context, baichuan_context_prompt
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)
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elif model_mode == "chat":
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return cls.get_chat_prompt(
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copy.deepcopy(BAICHUAN_CHAT_APP_CHAT_PROMPT_CONFIG), has_context, baichuan_context_prompt
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)
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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(
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copy.deepcopy(BAICHUAN_COMPLETION_APP_COMPLETION_PROMPT_CONFIG),
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has_context,
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baichuan_context_prompt,
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)
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elif model_mode == "chat":
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return cls.get_chat_prompt(
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copy.deepcopy(BAICHUAN_COMPLETION_APP_CHAT_PROMPT_CONFIG), has_context, baichuan_context_prompt
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)
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