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my-project-public — gitlawb

#1	from enum import Enum
#2	from typing import Any, Dict
#3
#4	from pydantic import BaseModel, ConfigDict, Field, model_validator
#5
#6
#7	class MetricType(str, Enum):
#8	"""
#9	Metric Constant for milvus/ zilliz server.
#10	"""
#11
#12	def __str__(self) -> str:
#13	return str(self.value)
#14
#15	L2 = "L2"
#16	IP = "IP"
#17	COSINE = "COSINE"
#18	HAMMING = "HAMMING"
#19	JACCARD = "JACCARD"
#20
#21
#22	class MilvusDBConfig(BaseModel):
#23	url: str = Field("http://localhost:19530", description="Full URL for Milvus/Zilliz server")
#24	token: str = Field(None, description="Token for Zilliz server / local setup defaults to None.")
#25	collection_name: str = Field("mem0", description="Name of the collection")
#26	embedding_model_dims: int = Field(1536, description="Dimensions of the embedding model")
#27	metric_type: str = Field("L2", description="Metric type for similarity search")
#28	db_name: str = Field("", description="Name of the database")
#29
#30	@model_validator(mode="before")
#31	@classmethod
#32	def validate_extra_fields(cls, values: Dict[str, Any]) -> Dict[str, Any]:
#33	allowed_fields = set(cls.model_fields.keys())
#34	input_fields = set(values.keys())
#35	extra_fields = input_fields - allowed_fields
#36	if extra_fields:
#37	raise ValueError(
#38	f"Extra fields not allowed: {', '.join(extra_fields)}. Please input only the following fields: {', '.join(allowed_fields)}"
#39	)
#40	return values
#41
#42	model_config = ConfigDict(arbitrary_types_allowed=True)
#43

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