chore(api/configs): apply ruff reformat (#7590)

This commit is contained in:
Bowen Liang
2024-08-23 23:46:01 +08:00
committed by GitHub
parent 3ace01cfb3
commit 2da63654e5
31 changed files with 388 additions and 385 deletions

View File

@@ -28,108 +28,108 @@ from configs.middleware.vdb.weaviate_config import WeaviateConfig
class StorageConfig(BaseSettings):
STORAGE_TYPE: str = Field(
description='storage type,'
' default to `local`,'
' available values are `local`, `s3`, `azure-blob`, `aliyun-oss`, `google-storage`.',
default='local',
description="storage type,"
" default to `local`,"
" available values are `local`, `s3`, `azure-blob`, `aliyun-oss`, `google-storage`.",
default="local",
)
STORAGE_LOCAL_PATH: str = Field(
description='local storage path',
default='storage',
description="local storage path",
default="storage",
)
class VectorStoreConfig(BaseSettings):
VECTOR_STORE: Optional[str] = Field(
description='vector store type',
description="vector store type",
default=None,
)
class KeywordStoreConfig(BaseSettings):
KEYWORD_STORE: str = Field(
description='keyword store type',
default='jieba',
description="keyword store type",
default="jieba",
)
class DatabaseConfig:
DB_HOST: str = Field(
description='db host',
default='localhost',
description="db host",
default="localhost",
)
DB_PORT: PositiveInt = Field(
description='db port',
description="db port",
default=5432,
)
DB_USERNAME: str = Field(
description='db username',
default='postgres',
description="db username",
default="postgres",
)
DB_PASSWORD: str = Field(
description='db password',
default='',
description="db password",
default="",
)
DB_DATABASE: str = Field(
description='db database',
default='dify',
description="db database",
default="dify",
)
DB_CHARSET: str = Field(
description='db charset',
default='',
description="db charset",
default="",
)
DB_EXTRAS: str = Field(
description='db extras options. Example: keepalives_idle=60&keepalives=1',
default='',
description="db extras options. Example: keepalives_idle=60&keepalives=1",
default="",
)
SQLALCHEMY_DATABASE_URI_SCHEME: str = Field(
description='db uri scheme',
default='postgresql',
description="db uri scheme",
default="postgresql",
)
@computed_field
@property
def SQLALCHEMY_DATABASE_URI(self) -> str:
db_extras = (
f"{self.DB_EXTRAS}&client_encoding={self.DB_CHARSET}"
if self.DB_CHARSET
else self.DB_EXTRAS
f"{self.DB_EXTRAS}&client_encoding={self.DB_CHARSET}" if self.DB_CHARSET else self.DB_EXTRAS
).strip("&")
db_extras = f"?{db_extras}" if db_extras else ""
return (f"{self.SQLALCHEMY_DATABASE_URI_SCHEME}://"
f"{quote_plus(self.DB_USERNAME)}:{quote_plus(self.DB_PASSWORD)}@{self.DB_HOST}:{self.DB_PORT}/{self.DB_DATABASE}"
f"{db_extras}")
return (
f"{self.SQLALCHEMY_DATABASE_URI_SCHEME}://"
f"{quote_plus(self.DB_USERNAME)}:{quote_plus(self.DB_PASSWORD)}@{self.DB_HOST}:{self.DB_PORT}/{self.DB_DATABASE}"
f"{db_extras}"
)
SQLALCHEMY_POOL_SIZE: NonNegativeInt = Field(
description='pool size of SqlAlchemy',
description="pool size of SqlAlchemy",
default=30,
)
SQLALCHEMY_MAX_OVERFLOW: NonNegativeInt = Field(
description='max overflows for SqlAlchemy',
description="max overflows for SqlAlchemy",
default=10,
)
SQLALCHEMY_POOL_RECYCLE: NonNegativeInt = Field(
description='SqlAlchemy pool recycle',
description="SqlAlchemy pool recycle",
default=3600,
)
SQLALCHEMY_POOL_PRE_PING: bool = Field(
description='whether to enable pool pre-ping in SqlAlchemy',
description="whether to enable pool pre-ping in SqlAlchemy",
default=False,
)
SQLALCHEMY_ECHO: bool | str = Field(
description='whether to enable SqlAlchemy echo',
description="whether to enable SqlAlchemy echo",
default=False,
)
@@ -137,35 +137,38 @@ class DatabaseConfig:
@property
def SQLALCHEMY_ENGINE_OPTIONS(self) -> dict[str, Any]:
return {
'pool_size': self.SQLALCHEMY_POOL_SIZE,
'max_overflow': self.SQLALCHEMY_MAX_OVERFLOW,
'pool_recycle': self.SQLALCHEMY_POOL_RECYCLE,
'pool_pre_ping': self.SQLALCHEMY_POOL_PRE_PING,
'connect_args': {'options': '-c timezone=UTC'},
"pool_size": self.SQLALCHEMY_POOL_SIZE,
"max_overflow": self.SQLALCHEMY_MAX_OVERFLOW,
"pool_recycle": self.SQLALCHEMY_POOL_RECYCLE,
"pool_pre_ping": self.SQLALCHEMY_POOL_PRE_PING,
"connect_args": {"options": "-c timezone=UTC"},
}
class CeleryConfig(DatabaseConfig):
CELERY_BACKEND: str = Field(
description='Celery backend, available values are `database`, `redis`',
default='database',
description="Celery backend, available values are `database`, `redis`",
default="database",
)
CELERY_BROKER_URL: Optional[str] = Field(
description='CELERY_BROKER_URL',
description="CELERY_BROKER_URL",
default=None,
)
@computed_field
@property
def CELERY_RESULT_BACKEND(self) -> str | None:
return 'db+{}'.format(self.SQLALCHEMY_DATABASE_URI) \
if self.CELERY_BACKEND == 'database' else self.CELERY_BROKER_URL
return (
"db+{}".format(self.SQLALCHEMY_DATABASE_URI)
if self.CELERY_BACKEND == "database"
else self.CELERY_BROKER_URL
)
@computed_field
@property
def BROKER_USE_SSL(self) -> bool:
return self.CELERY_BROKER_URL.startswith('rediss://') if self.CELERY_BROKER_URL else False
return self.CELERY_BROKER_URL.startswith("rediss://") if self.CELERY_BROKER_URL else False
class MiddlewareConfig(
@@ -174,7 +177,6 @@ class MiddlewareConfig(
DatabaseConfig,
KeywordStoreConfig,
RedisConfig,
# configs of storage and storage providers
StorageConfig,
AliyunOSSStorageConfig,
@@ -183,7 +185,6 @@ class MiddlewareConfig(
TencentCloudCOSStorageConfig,
S3StorageConfig,
OCIStorageConfig,
# configs of vdb and vdb providers
VectorStoreConfig,
AnalyticdbConfig,

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@@ -8,32 +8,33 @@ class RedisConfig(BaseSettings):
"""
Redis configs
"""
REDIS_HOST: str = Field(
description='Redis host',
default='localhost',
description="Redis host",
default="localhost",
)
REDIS_PORT: PositiveInt = Field(
description='Redis port',
description="Redis port",
default=6379,
)
REDIS_USERNAME: Optional[str] = Field(
description='Redis username',
description="Redis username",
default=None,
)
REDIS_PASSWORD: Optional[str] = Field(
description='Redis password',
description="Redis password",
default=None,
)
REDIS_DB: NonNegativeInt = Field(
description='Redis database id, default to 0',
description="Redis database id, default to 0",
default=0,
)
REDIS_USE_SSL: bool = Field(
description='whether to use SSL for Redis connection',
description="whether to use SSL for Redis connection",
default=False,
)

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@@ -10,31 +10,31 @@ class AliyunOSSStorageConfig(BaseSettings):
"""
ALIYUN_OSS_BUCKET_NAME: Optional[str] = Field(
description='Aliyun OSS bucket name',
description="Aliyun OSS bucket name",
default=None,
)
ALIYUN_OSS_ACCESS_KEY: Optional[str] = Field(
description='Aliyun OSS access key',
description="Aliyun OSS access key",
default=None,
)
ALIYUN_OSS_SECRET_KEY: Optional[str] = Field(
description='Aliyun OSS secret key',
description="Aliyun OSS secret key",
default=None,
)
ALIYUN_OSS_ENDPOINT: Optional[str] = Field(
description='Aliyun OSS endpoint URL',
description="Aliyun OSS endpoint URL",
default=None,
)
ALIYUN_OSS_REGION: Optional[str] = Field(
description='Aliyun OSS region',
description="Aliyun OSS region",
default=None,
)
ALIYUN_OSS_AUTH_VERSION: Optional[str] = Field(
description='Aliyun OSS authentication version',
description="Aliyun OSS authentication version",
default=None,
)

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@@ -10,36 +10,36 @@ class S3StorageConfig(BaseSettings):
"""
S3_ENDPOINT: Optional[str] = Field(
description='S3 storage endpoint',
description="S3 storage endpoint",
default=None,
)
S3_REGION: Optional[str] = Field(
description='S3 storage region',
description="S3 storage region",
default=None,
)
S3_BUCKET_NAME: Optional[str] = Field(
description='S3 storage bucket name',
description="S3 storage bucket name",
default=None,
)
S3_ACCESS_KEY: Optional[str] = Field(
description='S3 storage access key',
description="S3 storage access key",
default=None,
)
S3_SECRET_KEY: Optional[str] = Field(
description='S3 storage secret key',
description="S3 storage secret key",
default=None,
)
S3_ADDRESS_STYLE: str = Field(
description='S3 storage address style',
default='auto',
description="S3 storage address style",
default="auto",
)
S3_USE_AWS_MANAGED_IAM: bool = Field(
description='whether to use aws managed IAM for S3',
description="whether to use aws managed IAM for S3",
default=False,
)

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@@ -10,21 +10,21 @@ class AzureBlobStorageConfig(BaseSettings):
"""
AZURE_BLOB_ACCOUNT_NAME: Optional[str] = Field(
description='Azure Blob account name',
description="Azure Blob account name",
default=None,
)
AZURE_BLOB_ACCOUNT_KEY: Optional[str] = Field(
description='Azure Blob account key',
description="Azure Blob account key",
default=None,
)
AZURE_BLOB_CONTAINER_NAME: Optional[str] = Field(
description='Azure Blob container name',
description="Azure Blob container name",
default=None,
)
AZURE_BLOB_ACCOUNT_URL: Optional[str] = Field(
description='Azure Blob account URL',
description="Azure Blob account URL",
default=None,
)

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@@ -10,11 +10,11 @@ class GoogleCloudStorageConfig(BaseSettings):
"""
GOOGLE_STORAGE_BUCKET_NAME: Optional[str] = Field(
description='Google Cloud storage bucket name',
description="Google Cloud storage bucket name",
default=None,
)
GOOGLE_STORAGE_SERVICE_ACCOUNT_JSON_BASE64: Optional[str] = Field(
description='Google Cloud storage service account json base64',
description="Google Cloud storage service account json base64",
default=None,
)

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@@ -10,27 +10,26 @@ class OCIStorageConfig(BaseSettings):
"""
OCI_ENDPOINT: Optional[str] = Field(
description='OCI storage endpoint',
description="OCI storage endpoint",
default=None,
)
OCI_REGION: Optional[str] = Field(
description='OCI storage region',
description="OCI storage region",
default=None,
)
OCI_BUCKET_NAME: Optional[str] = Field(
description='OCI storage bucket name',
description="OCI storage bucket name",
default=None,
)
OCI_ACCESS_KEY: Optional[str] = Field(
description='OCI storage access key',
description="OCI storage access key",
default=None,
)
OCI_SECRET_KEY: Optional[str] = Field(
description='OCI storage secret key',
description="OCI storage secret key",
default=None,
)

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@@ -10,26 +10,26 @@ class TencentCloudCOSStorageConfig(BaseSettings):
"""
TENCENT_COS_BUCKET_NAME: Optional[str] = Field(
description='Tencent Cloud COS bucket name',
description="Tencent Cloud COS bucket name",
default=None,
)
TENCENT_COS_REGION: Optional[str] = Field(
description='Tencent Cloud COS region',
description="Tencent Cloud COS region",
default=None,
)
TENCENT_COS_SECRET_ID: Optional[str] = Field(
description='Tencent Cloud COS secret id',
description="Tencent Cloud COS secret id",
default=None,
)
TENCENT_COS_SECRET_KEY: Optional[str] = Field(
description='Tencent Cloud COS secret key',
description="Tencent Cloud COS secret key",
default=None,
)
TENCENT_COS_SCHEME: Optional[str] = Field(
description='Tencent Cloud COS scheme',
description="Tencent Cloud COS scheme",
default=None,
)

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@@ -10,35 +10,28 @@ class AnalyticdbConfig(BaseModel):
https://www.alibabacloud.com/help/en/analyticdb-for-postgresql/getting-started/create-an-instance-instances-with-vector-engine-optimization-enabled
"""
ANALYTICDB_KEY_ID : Optional[str] = Field(
default=None,
description="The Access Key ID provided by Alibaba Cloud for authentication."
ANALYTICDB_KEY_ID: Optional[str] = Field(
default=None, description="The Access Key ID provided by Alibaba Cloud for authentication."
)
ANALYTICDB_KEY_SECRET : Optional[str] = Field(
default=None,
description="The Secret Access Key corresponding to the Access Key ID for secure access."
ANALYTICDB_KEY_SECRET: Optional[str] = Field(
default=None, description="The Secret Access Key corresponding to the Access Key ID for secure access."
)
ANALYTICDB_REGION_ID : Optional[str] = Field(
default=None,
description="The region where the AnalyticDB instance is deployed (e.g., 'cn-hangzhou')."
ANALYTICDB_REGION_ID: Optional[str] = Field(
default=None, description="The region where the AnalyticDB instance is deployed (e.g., 'cn-hangzhou')."
)
ANALYTICDB_INSTANCE_ID : Optional[str] = Field(
ANALYTICDB_INSTANCE_ID: Optional[str] = Field(
default=None,
description="The unique identifier of the AnalyticDB instance you want to connect to (e.g., 'gp-ab123456').."
description="The unique identifier of the AnalyticDB instance you want to connect to (e.g., 'gp-ab123456')..",
)
ANALYTICDB_ACCOUNT : Optional[str] = Field(
default=None,
description="The account name used to log in to the AnalyticDB instance."
ANALYTICDB_ACCOUNT: Optional[str] = Field(
default=None, description="The account name used to log in to the AnalyticDB instance."
)
ANALYTICDB_PASSWORD : Optional[str] = Field(
default=None,
description="The password associated with the AnalyticDB account for authentication."
ANALYTICDB_PASSWORD: Optional[str] = Field(
default=None, description="The password associated with the AnalyticDB account for authentication."
)
ANALYTICDB_NAMESPACE : Optional[str] = Field(
default=None,
description="The namespace within AnalyticDB for schema isolation."
ANALYTICDB_NAMESPACE: Optional[str] = Field(
default=None, description="The namespace within AnalyticDB for schema isolation."
)
ANALYTICDB_NAMESPACE_PASSWORD : Optional[str] = Field(
default=None,
description="The password for accessing the specified namespace within the AnalyticDB instance."
ANALYTICDB_NAMESPACE_PASSWORD: Optional[str] = Field(
default=None, description="The password for accessing the specified namespace within the AnalyticDB instance."
)

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@@ -10,31 +10,31 @@ class ChromaConfig(BaseSettings):
"""
CHROMA_HOST: Optional[str] = Field(
description='Chroma host',
description="Chroma host",
default=None,
)
CHROMA_PORT: PositiveInt = Field(
description='Chroma port',
description="Chroma port",
default=8000,
)
CHROMA_TENANT: Optional[str] = Field(
description='Chroma database',
description="Chroma database",
default=None,
)
CHROMA_DATABASE: Optional[str] = Field(
description='Chroma database',
description="Chroma database",
default=None,
)
CHROMA_AUTH_PROVIDER: Optional[str] = Field(
description='Chroma authentication provider',
description="Chroma authentication provider",
default=None,
)
CHROMA_AUTH_CREDENTIALS: Optional[str] = Field(
description='Chroma authentication credentials',
description="Chroma authentication credentials",
default=None,
)

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@@ -10,31 +10,31 @@ class MilvusConfig(BaseSettings):
"""
MILVUS_HOST: Optional[str] = Field(
description='Milvus host',
description="Milvus host",
default=None,
)
MILVUS_PORT: PositiveInt = Field(
description='Milvus RestFul API port',
description="Milvus RestFul API port",
default=9091,
)
MILVUS_USER: Optional[str] = Field(
description='Milvus user',
description="Milvus user",
default=None,
)
MILVUS_PASSWORD: Optional[str] = Field(
description='Milvus password',
description="Milvus password",
default=None,
)
MILVUS_SECURE: bool = Field(
description='whether to use SSL connection for Milvus',
description="whether to use SSL connection for Milvus",
default=False,
)
MILVUS_DATABASE: str = Field(
description='Milvus database, default to `default`',
default='default',
description="Milvus database, default to `default`",
default="default",
)

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@@ -1,4 +1,3 @@
from pydantic import BaseModel, Field, PositiveInt
@@ -8,31 +7,31 @@ class MyScaleConfig(BaseModel):
"""
MYSCALE_HOST: str = Field(
description='MyScale host',
default='localhost',
description="MyScale host",
default="localhost",
)
MYSCALE_PORT: PositiveInt = Field(
description='MyScale port',
description="MyScale port",
default=8123,
)
MYSCALE_USER: str = Field(
description='MyScale user',
default='default',
description="MyScale user",
default="default",
)
MYSCALE_PASSWORD: str = Field(
description='MyScale password',
default='',
description="MyScale password",
default="",
)
MYSCALE_DATABASE: str = Field(
description='MyScale database name',
default='default',
description="MyScale database name",
default="default",
)
MYSCALE_FTS_PARAMS: str = Field(
description='MyScale fts index parameters',
default='',
description="MyScale fts index parameters",
default="",
)

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@@ -10,26 +10,26 @@ class OpenSearchConfig(BaseSettings):
"""
OPENSEARCH_HOST: Optional[str] = Field(
description='OpenSearch host',
description="OpenSearch host",
default=None,
)
OPENSEARCH_PORT: PositiveInt = Field(
description='OpenSearch port',
description="OpenSearch port",
default=9200,
)
OPENSEARCH_USER: Optional[str] = Field(
description='OpenSearch user',
description="OpenSearch user",
default=None,
)
OPENSEARCH_PASSWORD: Optional[str] = Field(
description='OpenSearch password',
description="OpenSearch password",
default=None,
)
OPENSEARCH_SECURE: bool = Field(
description='whether to use SSL connection for OpenSearch',
description="whether to use SSL connection for OpenSearch",
default=False,
)

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@@ -10,26 +10,26 @@ class OracleConfig(BaseSettings):
"""
ORACLE_HOST: Optional[str] = Field(
description='ORACLE host',
description="ORACLE host",
default=None,
)
ORACLE_PORT: Optional[PositiveInt] = Field(
description='ORACLE port',
description="ORACLE port",
default=1521,
)
ORACLE_USER: Optional[str] = Field(
description='ORACLE user',
description="ORACLE user",
default=None,
)
ORACLE_PASSWORD: Optional[str] = Field(
description='ORACLE password',
description="ORACLE password",
default=None,
)
ORACLE_DATABASE: Optional[str] = Field(
description='ORACLE database',
description="ORACLE database",
default=None,
)

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@@ -10,26 +10,26 @@ class PGVectorConfig(BaseSettings):
"""
PGVECTOR_HOST: Optional[str] = Field(
description='PGVector host',
description="PGVector host",
default=None,
)
PGVECTOR_PORT: Optional[PositiveInt] = Field(
description='PGVector port',
description="PGVector port",
default=5433,
)
PGVECTOR_USER: Optional[str] = Field(
description='PGVector user',
description="PGVector user",
default=None,
)
PGVECTOR_PASSWORD: Optional[str] = Field(
description='PGVector password',
description="PGVector password",
default=None,
)
PGVECTOR_DATABASE: Optional[str] = Field(
description='PGVector database',
description="PGVector database",
default=None,
)

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@@ -10,26 +10,26 @@ class PGVectoRSConfig(BaseSettings):
"""
PGVECTO_RS_HOST: Optional[str] = Field(
description='PGVectoRS host',
description="PGVectoRS host",
default=None,
)
PGVECTO_RS_PORT: Optional[PositiveInt] = Field(
description='PGVectoRS port',
description="PGVectoRS port",
default=5431,
)
PGVECTO_RS_USER: Optional[str] = Field(
description='PGVectoRS user',
description="PGVectoRS user",
default=None,
)
PGVECTO_RS_PASSWORD: Optional[str] = Field(
description='PGVectoRS password',
description="PGVectoRS password",
default=None,
)
PGVECTO_RS_DATABASE: Optional[str] = Field(
description='PGVectoRS database',
description="PGVectoRS database",
default=None,
)

View File

@@ -10,26 +10,26 @@ class QdrantConfig(BaseSettings):
"""
QDRANT_URL: Optional[str] = Field(
description='Qdrant url',
description="Qdrant url",
default=None,
)
QDRANT_API_KEY: Optional[str] = Field(
description='Qdrant api key',
description="Qdrant api key",
default=None,
)
QDRANT_CLIENT_TIMEOUT: NonNegativeInt = Field(
description='Qdrant client timeout in seconds',
description="Qdrant client timeout in seconds",
default=20,
)
QDRANT_GRPC_ENABLED: bool = Field(
description='whether enable grpc support for Qdrant connection',
description="whether enable grpc support for Qdrant connection",
default=False,
)
QDRANT_GRPC_PORT: PositiveInt = Field(
description='Qdrant grpc port',
description="Qdrant grpc port",
default=6334,
)

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@@ -10,26 +10,26 @@ class RelytConfig(BaseSettings):
"""
RELYT_HOST: Optional[str] = Field(
description='Relyt host',
description="Relyt host",
default=None,
)
RELYT_PORT: PositiveInt = Field(
description='Relyt port',
description="Relyt port",
default=9200,
)
RELYT_USER: Optional[str] = Field(
description='Relyt user',
description="Relyt user",
default=None,
)
RELYT_PASSWORD: Optional[str] = Field(
description='Relyt password',
description="Relyt password",
default=None,
)
RELYT_DATABASE: Optional[str] = Field(
description='Relyt database',
default='default',
description="Relyt database",
default="default",
)

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@@ -10,41 +10,41 @@ class TencentVectorDBConfig(BaseSettings):
"""
TENCENT_VECTOR_DB_URL: Optional[str] = Field(
description='Tencent Vector URL',
description="Tencent Vector URL",
default=None,
)
TENCENT_VECTOR_DB_API_KEY: Optional[str] = Field(
description='Tencent Vector API key',
description="Tencent Vector API key",
default=None,
)
TENCENT_VECTOR_DB_TIMEOUT: PositiveInt = Field(
description='Tencent Vector timeout in seconds',
description="Tencent Vector timeout in seconds",
default=30,
)
TENCENT_VECTOR_DB_USERNAME: Optional[str] = Field(
description='Tencent Vector username',
description="Tencent Vector username",
default=None,
)
TENCENT_VECTOR_DB_PASSWORD: Optional[str] = Field(
description='Tencent Vector password',
description="Tencent Vector password",
default=None,
)
TENCENT_VECTOR_DB_SHARD: PositiveInt = Field(
description='Tencent Vector sharding number',
description="Tencent Vector sharding number",
default=1,
)
TENCENT_VECTOR_DB_REPLICAS: NonNegativeInt = Field(
description='Tencent Vector replicas',
description="Tencent Vector replicas",
default=2,
)
TENCENT_VECTOR_DB_DATABASE: Optional[str] = Field(
description='Tencent Vector Database',
description="Tencent Vector Database",
default=None,
)

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@@ -10,26 +10,26 @@ class TiDBVectorConfig(BaseSettings):
"""
TIDB_VECTOR_HOST: Optional[str] = Field(
description='TiDB Vector host',
description="TiDB Vector host",
default=None,
)
TIDB_VECTOR_PORT: Optional[PositiveInt] = Field(
description='TiDB Vector port',
description="TiDB Vector port",
default=4000,
)
TIDB_VECTOR_USER: Optional[str] = Field(
description='TiDB Vector user',
description="TiDB Vector user",
default=None,
)
TIDB_VECTOR_PASSWORD: Optional[str] = Field(
description='TiDB Vector password',
description="TiDB Vector password",
default=None,
)
TIDB_VECTOR_DATABASE: Optional[str] = Field(
description='TiDB Vector database',
description="TiDB Vector database",
default=None,
)

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@@ -10,21 +10,21 @@ class WeaviateConfig(BaseSettings):
"""
WEAVIATE_ENDPOINT: Optional[str] = Field(
description='Weaviate endpoint URL',
description="Weaviate endpoint URL",
default=None,
)
WEAVIATE_API_KEY: Optional[str] = Field(
description='Weaviate API key',
description="Weaviate API key",
default=None,
)
WEAVIATE_GRPC_ENABLED: bool = Field(
description='whether to enable gRPC for Weaviate connection',
description="whether to enable gRPC for Weaviate connection",
default=True,
)
WEAVIATE_BATCH_SIZE: PositiveInt = Field(
description='Weaviate batch size',
description="Weaviate batch size",
default=100,
)