dify/api/configs/middleware/vdb/pinecone_config.py

42 lines
1.1 KiB
Python

from typing import Optional
from pydantic import Field, PositiveInt
from pydantic_settings import BaseSettings
class PineconeConfig(BaseSettings):
"""
Configuration settings for Pinecone vector database
"""
PINECONE_API_KEY: Optional[str] = Field(
description="API key for authenticating with Pinecone service",
default=None,
)
PINECONE_ENVIRONMENT: Optional[str] = Field(
description="Pinecone environment (e.g., 'us-west1-gcp', 'us-east-1-aws')",
default=None,
)
PINECONE_INDEX_NAME: Optional[str] = Field(
description="Default Pinecone index name",
default=None,
)
PINECONE_CLIENT_TIMEOUT: PositiveInt = Field(
description="Timeout in seconds for Pinecone client operations (default is 30 seconds)",
default=30,
)
PINECONE_BATCH_SIZE: PositiveInt = Field(
description="Batch size for Pinecone operations (default is 100)",
default=100,
)
PINECONE_METRIC: str = Field(
description="Distance metric for Pinecone index (cosine, euclidean, dotproduct)",
default="cosine",
)