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48 lines
1.5 KiB
Python
48 lines
1.5 KiB
Python
#!/usr/bin/env python3
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# -*- coding:utf-8 -*-
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from typing import List, Optional
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from pilot.model.base import Message
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from pilot.configs.config import Config
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from pilot.server.llmserver import generate_output
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def create_chat_completion(
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messages: List[Message], # type: ignore
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model: Optional[str] = None,
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temperature: float = None,
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max_tokens: Optional[int] = None,
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) -> str:
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"""Create a chat completion using the vicuna local model
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Args:
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messages(List[Message]): The messages to send to the chat completion
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model (str, optional): The model to use. Defaults to None.
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temperature (float, optional): The temperature to use. Defaults to 0.7.
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max_tokens (int, optional): The max tokens to use. Defaults to None
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Returns:
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str: The response from chat completion
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"""
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cfg = Config()
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if temperature is None:
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temperature = cfg.temperature
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for plugin in cfg.plugins:
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if plugin.can_handle_chat_completion(
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messages=messages,
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model=model,
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temperature=temperature,
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max_tokens=max_tokens,
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):
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message = plugin.handle_chat_completion(
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messages=messages,
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model=model,
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temperature=temperature,
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max_tokens=max_tokens,
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)
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if message is not None:
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return message
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response = None
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# TODO impl this use vicuna server api
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