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32 lines
906 B
Python
32 lines
906 B
Python
from typing import Optional
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from pydantic import BaseModel, Field, field_validator
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class EmbedderConfig(BaseModel):
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provider: str = Field(
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description="Provider of the embedding model (e.g., 'ollama', 'openai')",
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default="openai",
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)
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config: Optional[dict] = Field(description="Configuration for the specific embedding model", default={})
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@field_validator("config")
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def validate_config(cls, v, values):
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provider = values.data.get("provider")
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if provider in [
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"openai",
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"ollama",
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"huggingface",
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"azure_openai",
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"gemini",
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"vertexai",
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"together",
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"lmstudio",
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"langchain",
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"aws_bedrock",
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"fastembed",
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]:
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return v
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else:
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raise ValueError(f"Unsupported embedding provider: {provider}")
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