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47 lines
1.4 KiB
Python
47 lines
1.4 KiB
Python
from enum import Enum
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from typing import Any, Optional
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from pydantic import Field
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from ..base import FrigateBaseModel
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from ..env import EnvString
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__all__ = ["GenAIConfig", "GenAIProviderEnum", "GenAIRoleEnum"]
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class GenAIProviderEnum(str, Enum):
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openai = "openai"
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azure_openai = "azure_openai"
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gemini = "gemini"
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ollama = "ollama"
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llamacpp = "llamacpp"
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class GenAIRoleEnum(str, Enum):
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tools = "tools"
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vision = "vision"
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embeddings = "embeddings"
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class GenAIConfig(FrigateBaseModel):
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"""Primary GenAI Config to define GenAI Provider."""
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api_key: Optional[EnvString] = Field(default=None, title="Provider API key.")
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base_url: Optional[str] = Field(default=None, title="Provider base url.")
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model: str = Field(default="gpt-4o", title="GenAI model.")
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provider: GenAIProviderEnum | None = Field(default=None, title="GenAI provider.")
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roles: list[GenAIRoleEnum] = Field(
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default_factory=lambda: [
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GenAIRoleEnum.embeddings,
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GenAIRoleEnum.vision,
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GenAIRoleEnum.tools,
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],
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title="GenAI roles (tools, vision, embeddings); one provider per role.",
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)
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provider_options: dict[str, Any] = Field(
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default={}, title="GenAI Provider extra options."
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)
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runtime_options: dict[str, Any] = Field(
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default={}, title="Options to pass during inference calls."
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)
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