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https://github.com/agentscope-ai/ReMe.git
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53 lines
1.4 KiB
Python
53 lines
1.4 KiB
Python
"""AgentScope LLM model wrappers."""
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from agentscope.model import AnthropicChatModel, ChatModelBase, OpenAIChatModel
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from ..base_component import BaseComponent
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from ..component_registry import R
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from ...enumeration import ComponentEnum
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class BaseAsLLM(BaseComponent):
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"""Base wrapper for AgentScope chat models. Builds ``self.model`` in ``_start``."""
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component_type = ComponentEnum.AS_LLM
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def __init__(self, **kwargs) -> None:
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super().__init__(**kwargs)
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self.model: ChatModelBase | None = None
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async def _close(self) -> None:
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self.model = None
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@R.register("openai")
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class OpenAIAsLLM(BaseAsLLM):
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"""OpenAI chat model wrapper."""
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async def _start(self) -> None:
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self.model = OpenAIChatModel(**self.kwargs)
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async def _close(self) -> None:
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if self.model is not None:
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assert isinstance(self.model, OpenAIChatModel)
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await self.model.client.close()
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@R.register("anthropic")
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class AnthropicAsLLM(BaseAsLLM):
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"""Anthropic chat model wrapper."""
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async def _start(self) -> None:
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self.model = AnthropicChatModel(**self.kwargs)
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async def _close(self) -> None:
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if self.model is not None:
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assert isinstance(self.model, AnthropicChatModel)
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await self.model.client.close()
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__all__ = [
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"BaseAsLLM",
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"OpenAIAsLLM",
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"AnthropicAsLLM",
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]
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