44 lines
2.1 KiB
Python
44 lines
2.1 KiB
Python
from typing import Any, Dict, Optional
|
|
|
|
from pydantic import BaseModel, Field, model_validator
|
|
|
|
|
|
class ElasticsearchConfig(BaseModel):
|
|
collection_name: str = Field("mem0", description="Name of the index")
|
|
host: str = Field("localhost", description="Elasticsearch host")
|
|
port: int = Field(9200, description="Elasticsearch port")
|
|
user: Optional[str] = Field(None, description="Username for authentication")
|
|
password: Optional[str] = Field(None, description="Password for authentication")
|
|
cloud_id: Optional[str] = Field(None, description="Cloud ID for Elastic Cloud")
|
|
api_key: Optional[str] = Field(None, description="API key for authentication")
|
|
embedding_model_dims: int = Field(1536, description="Dimension of the embedding vector")
|
|
verify_certs: bool = Field(True, description="Verify SSL certificates")
|
|
use_ssl: bool = Field(True, description="Use SSL for connection")
|
|
auto_create_index: bool = Field(True, description="Automatically create index during initialization")
|
|
|
|
@model_validator(mode="before")
|
|
@classmethod
|
|
def validate_auth(cls, values: Dict[str, Any]) -> Dict[str, Any]:
|
|
# Check if either cloud_id or host/port is provided
|
|
if not values.get("cloud_id") and not values.get("host"):
|
|
raise ValueError("Either cloud_id or host must be provided")
|
|
|
|
# Check if authentication is provided
|
|
if not any([values.get("api_key"), (values.get("user") and values.get("password"))]):
|
|
raise ValueError("Either api_key or user/password must be provided")
|
|
|
|
return values
|
|
|
|
@model_validator(mode="before")
|
|
@classmethod
|
|
def validate_extra_fields(cls, values: Dict[str, Any]) -> Dict[str, Any]:
|
|
allowed_fields = set(cls.model_fields.keys())
|
|
input_fields = set(values.keys())
|
|
extra_fields = input_fields - allowed_fields
|
|
if extra_fields:
|
|
raise ValueError(
|
|
f"Extra fields not allowed: {', '.join(extra_fields)}. "
|
|
f"Please input only the following fields: {', '.join(allowed_fields)}"
|
|
)
|
|
return values
|