36 lines
1.5 KiB
Python
36 lines
1.5 KiB
Python
from typing import Optional,ClassVar
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from pydantic import BaseModel, Field, model_validator
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class QdrantConfig(BaseModel):
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from qdrant_client import QdrantClient
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QdrantClient: ClassVar[type] = QdrantClient
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collection_name: str = Field("mem0", description="Name of the collection")
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embedding_model_dims: Optional[int] = Field(1536, description="Dimensions of the embedding model")
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client: Optional[QdrantClient] = Field(None, description="Existing Qdrant client instance")
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host: Optional[str] = Field(None, description="Host address for Qdrant server")
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port: Optional[int] = Field(None, description="Port for Qdrant server")
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path: Optional[str] = Field("/tmp/qdrant", description="Path for local Qdrant database")
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url: Optional[str] = Field(None, description="Full URL for Qdrant server")
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api_key: Optional[str] = Field(None, description="API key for Qdrant server")
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on_disk: Optional[bool]= Field(False, description="Enables persistant storage")
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@model_validator(mode="before")
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def check_host_port_or_path(cls, values):
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host, port, path, url, api_key = (
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values.get("host"),
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values.get("port"),
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values.get("path"),
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values.get("url"),
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values.get("api_key"),
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)
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if not path and not (host and port) and not (url and api_key):
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raise ValueError(
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"Either 'host' and 'port' or 'url' and 'api_key' or 'path' must be provided."
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)
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return values
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class Config:
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arbitrary_types_allowed = True
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