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refactor: extract vdb configs into pydantic-setting based dify configs (#5426)

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pull/5437/head
Bowen Liang 2 years ago committed by GitHub
parent 142dc0afd7
commit 65d34ebb96
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GPG Key ID: B5690EEEBB952194
12 changed files with 377 additions and 84 deletions
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84
api/config.py
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@ -17,11 +17,6 @@ DEFAULTS = {
'SQLALCHEMY_POOL_RECYCLE': 3600,
'SQLALCHEMY_POOL_PRE_PING': 'False',
'SQLALCHEMY_ECHO': 'False',
'WEAVIATE_GRPC_ENABLED': 'True',
'WEAVIATE_BATCH_SIZE': 100,
'QDRANT_CLIENT_TIMEOUT': 20,
'QDRANT_GRPC_ENABLED': 'False',
'QDRANT_GRPC_PORT': '6334',
'CELERY_BACKEND': 'database',
'HOSTED_OPENAI_QUOTA_LIMIT': 200,
'HOSTED_OPENAI_TRIAL_ENABLED': 'False',
@ -37,7 +32,6 @@ DEFAULTS = {
'HOSTED_MODERATION_PROVIDERS': '',
'HOSTED_FETCH_APP_TEMPLATES_MODE': 'remote',
'HOSTED_FETCH_APP_TEMPLATES_REMOTE_DOMAIN': 'https://tmpl.dify.ai',
'MILVUS_DATABASE': 'default',
}
@ -141,84 +135,6 @@ class Config:
self.TENCENT_COS_SECRET_KEY = get_env('TENCENT_COS_SECRET_KEY')
self.TENCENT_COS_SCHEME = get_env('TENCENT_COS_SCHEME')
# ------------------------
# Vector Store Configurations.
# Currently, only support: qdrant, milvus, zilliz, weaviate, relyt, pgvector
# ------------------------
# qdrant settings
self.QDRANT_URL = get_env('QDRANT_URL')
self.QDRANT_API_KEY = get_env('QDRANT_API_KEY')
self.QDRANT_CLIENT_TIMEOUT = get_env('QDRANT_CLIENT_TIMEOUT')
self.QDRANT_GRPC_ENABLED = get_env('QDRANT_GRPC_ENABLED')
self.QDRANT_GRPC_PORT = get_env('QDRANT_GRPC_PORT')
# milvus / zilliz setting
self.MILVUS_HOST = get_env('MILVUS_HOST')
self.MILVUS_PORT = get_env('MILVUS_PORT')
self.MILVUS_USER = get_env('MILVUS_USER')
self.MILVUS_PASSWORD = get_env('MILVUS_PASSWORD')
self.MILVUS_SECURE = get_env('MILVUS_SECURE')
self.MILVUS_DATABASE = get_env('MILVUS_DATABASE')
# OpenSearch settings
self.OPENSEARCH_HOST = get_env('OPENSEARCH_HOST')
self.OPENSEARCH_PORT = get_env('OPENSEARCH_PORT')
self.OPENSEARCH_USER = get_env('OPENSEARCH_USER')
self.OPENSEARCH_PASSWORD = get_env('OPENSEARCH_PASSWORD')
self.OPENSEARCH_SECURE = get_bool_env('OPENSEARCH_SECURE')
# weaviate settings
self.WEAVIATE_ENDPOINT = get_env('WEAVIATE_ENDPOINT')
self.WEAVIATE_API_KEY = get_env('WEAVIATE_API_KEY')
self.WEAVIATE_GRPC_ENABLED = get_bool_env('WEAVIATE_GRPC_ENABLED')
self.WEAVIATE_BATCH_SIZE = int(get_env('WEAVIATE_BATCH_SIZE'))
# relyt settings
self.RELYT_HOST = get_env('RELYT_HOST')
self.RELYT_PORT = get_env('RELYT_PORT')
self.RELYT_USER = get_env('RELYT_USER')
self.RELYT_PASSWORD = get_env('RELYT_PASSWORD')
self.RELYT_DATABASE = get_env('RELYT_DATABASE')
# tencent settings
self.TENCENT_VECTOR_DB_URL = get_env('TENCENT_VECTOR_DB_URL')
self.TENCENT_VECTOR_DB_API_KEY = get_env('TENCENT_VECTOR_DB_API_KEY')
self.TENCENT_VECTOR_DB_TIMEOUT = get_env('TENCENT_VECTOR_DB_TIMEOUT')
self.TENCENT_VECTOR_DB_USERNAME = get_env('TENCENT_VECTOR_DB_USERNAME')
self.TENCENT_VECTOR_DB_DATABASE = get_env('TENCENT_VECTOR_DB_DATABASE')
self.TENCENT_VECTOR_DB_SHARD = get_env('TENCENT_VECTOR_DB_SHARD')
self.TENCENT_VECTOR_DB_REPLICAS = get_env('TENCENT_VECTOR_DB_REPLICAS')
# pgvecto rs settings
self.PGVECTO_RS_HOST = get_env('PGVECTO_RS_HOST')
self.PGVECTO_RS_PORT = get_env('PGVECTO_RS_PORT')
self.PGVECTO_RS_USER = get_env('PGVECTO_RS_USER')
self.PGVECTO_RS_PASSWORD = get_env('PGVECTO_RS_PASSWORD')
self.PGVECTO_RS_DATABASE = get_env('PGVECTO_RS_DATABASE')
# pgvector settings
self.PGVECTOR_HOST = get_env('PGVECTOR_HOST')
self.PGVECTOR_PORT = get_env('PGVECTOR_PORT')
self.PGVECTOR_USER = get_env('PGVECTOR_USER')
self.PGVECTOR_PASSWORD = get_env('PGVECTOR_PASSWORD')
self.PGVECTOR_DATABASE = get_env('PGVECTOR_DATABASE')
# tidb-vector settings
self.TIDB_VECTOR_HOST = get_env('TIDB_VECTOR_HOST')
self.TIDB_VECTOR_PORT = get_env('TIDB_VECTOR_PORT')
self.TIDB_VECTOR_USER = get_env('TIDB_VECTOR_USER')
self.TIDB_VECTOR_PASSWORD = get_env('TIDB_VECTOR_PASSWORD')
self.TIDB_VECTOR_DATABASE = get_env('TIDB_VECTOR_DATABASE')
# chroma settings
self.CHROMA_HOST = get_env('CHROMA_HOST')
self.CHROMA_PORT = get_env('CHROMA_PORT')
self.CHROMA_TENANT = get_env('CHROMA_TENANT')
self.CHROMA_DATABASE = get_env('CHROMA_DATABASE')
self.CHROMA_AUTH_PROVIDER = get_env('CHROMA_AUTH_PROVIDER')
self.CHROMA_AUTH_CREDENTIALS = get_env('CHROMA_AUTH_CREDENTIALS')
# ------------------------
# Platform Configurations.
# ------------------------

22
api/configs/middleware/__init__.py
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@ -3,6 +3,16 @@ from typing import Optional
from pydantic import BaseModel, Field
from configs.middleware.redis_configs import RedisConfigs
from configs.middleware.vdb.chroma_configs import ChromaConfigs
from configs.middleware.vdb.milvus_configs import MilvusConfigs
from configs.middleware.vdb.opensearch_configs import OpenSearchConfigs
from configs.middleware.vdb.pgvector_configs import PGVectorConfigs
from configs.middleware.vdb.pgvectors_configs import PGVectoRSConfigs
from configs.middleware.vdb.qdrant_configs import QdrantConfigs
from configs.middleware.vdb.relyt_configs import RelytConfigs
from configs.middleware.vdb.tencent_vector_configs import TencentVectorDBConfigs
from configs.middleware.vdb.tidb_vector_configs import TiDBVectorConfigs
from configs.middleware.vdb.weaviate_configs import WeaviateConfigs
class StorageConfigs(BaseModel):
@ -38,6 +48,18 @@ class MiddlewareConfigs(
KeywordStoreConfigs,
RedisConfigs,
StorageConfigs,
# configs of vdb and vdb providers
VectorStoreConfigs,
ChromaConfigs,
MilvusConfigs,
OpenSearchConfigs,
PGVectorConfigs,
PGVectoRSConfigs,
QdrantConfigs,
RelytConfigs,
TencentVectorDBConfigs,
TiDBVectorConfigs,
WeaviateConfigs,
):
pass

39
api/configs/middleware/vdb/chroma_configs.py
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@ -0,0 +1,39 @@
from typing import Optional
from pydantic import BaseModel, Field, PositiveInt
class ChromaConfigs(BaseModel):
"""
Chroma configs
"""
CHROMA_HOST: Optional[str] = Field(
description='Chroma host',
default=None,
)
CHROMA_PORT: PositiveInt = Field(
description='Chroma port',
default=8000,
)
CHROMA_TENANT: Optional[str] = Field(
description='Chroma database',
default=None,
)
CHROMA_DATABASE: Optional[str] = Field(
description='Chroma database',
default=None,
)
CHROMA_AUTH_PROVIDER: Optional[str] = Field(
description='Chroma authentication provider',
default=None,
)
CHROMA_AUTH_CREDENTIALS: Optional[str] = Field(
description='Chroma authentication credentials',
default=None,
)

39
api/configs/middleware/vdb/milvus_configs.py
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@ -0,0 +1,39 @@
from typing import Optional
from pydantic import BaseModel, Field, PositiveInt
class MilvusConfigs(BaseModel):
"""
Milvus configs
"""
MILVUS_HOST: Optional[str] = Field(
description='Milvus host',
default=None,
)
MILVUS_PORT: PositiveInt = Field(
description='Milvus RestFul API port',
default=9091,
)
MILVUS_USER: Optional[str] = Field(
description='Milvus user',
default=None,
)
MILVUS_PASSWORD: Optional[str] = Field(
description='Milvus password',
default=None,
)
MILVUS_SECURE: bool = Field(
description='wheter to use SSL connection for Milvus',
default=False,
)
MILVUS_DATABASE: str = Field(
description='Milvus database',
default='default',
)

34
api/configs/middleware/vdb/opensearch_configs.py
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@ -0,0 +1,34 @@
from typing import Optional
from pydantic import BaseModel, Field, PositiveInt
class OpenSearchConfigs(BaseModel):
"""
OpenSearch configs
"""
OPENSEARCH_HOST: Optional[str] = Field(
description='OpenSearch host',
default=None,
)
OPENSEARCH_PORT: PositiveInt = Field(
description='OpenSearch port',
default=9200,
)
OPENSEARCH_USER: Optional[str] = Field(
description='OpenSearch user',
default=None,
)
OPENSEARCH_PASSWORD: Optional[str] = Field(
description='OpenSearch password',
default=None,
)
OPENSEARCH_SECURE: bool = Field(
description='whether to use SSL connection for OpenSearch',
default=False,
)

34
api/configs/middleware/vdb/pgvector_configs.py
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@ -0,0 +1,34 @@
from typing import Optional
from pydantic import BaseModel, Field, PositiveInt
class PGVectorConfigs(BaseModel):
"""
PGVector configs
"""
PGVECTOR_HOST: Optional[str] = Field(
description='PGVector host',
default=None,
)
PGVECTOR_PORT: Optional[PositiveInt] = Field(
description='PGVector port',
default=None,
)
PGVECTOR_USER: Optional[str] = Field(
description='PGVector user',
default=None,
)
PGVECTOR_PASSWORD: Optional[str] = Field(
description='PGVector password',
default=None,
)
PGVECTOR_DATABASE: Optional[str] = Field(
description='PGVector database',
default=None,
)

34
api/configs/middleware/vdb/pgvectors_configs.py
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@ -0,0 +1,34 @@
from typing import Optional
from pydantic import BaseModel, Field, PositiveInt
class PGVectoRSConfigs(BaseModel):
"""
PGVectoRS configs
"""
PGVECTO_RS_HOST: Optional[str] = Field(
description='PGVectoRS host',
default=None,
)
PGVECTO_RS_PORT: Optional[PositiveInt] = Field(
description='PGVectoRS port',
default=None,
)
PGVECTO_RS_USER: Optional[str] = Field(
description='PGVectoRS user',
default=None,
)
PGVECTO_RS_PASSWORD: Optional[str] = Field(
description='PGVectoRS password',
default=None,
)
PGVECTO_RS_DATABASE: Optional[str] = Field(
description='PGVectoRS database',
default=None,
)

34
api/configs/middleware/vdb/qdrant_configs.py
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@ -0,0 +1,34 @@
from typing import Optional
from pydantic import BaseModel, Field, NonNegativeInt, PositiveInt
class QdrantConfigs(BaseModel):
"""
Qdrant configs
"""
QDRANT_URL: Optional[str] = Field(
description='Qdrant url',
default=None,
)
QDRANT_API_KEY: Optional[str] = Field(
description='Qdrant api key',
default=None,
)
QDRANT_CLIENT_TIMEOUT: NonNegativeInt = Field(
description='Qdrant client timeout in seconds',
default=20,
)
QDRANT_GRPC_ENABLED: bool = Field(
description='whether enable grpc support for Qdrant connection',
default=False,
)
QDRANT_GRPC_PORT: PositiveInt = Field(
description='Qdrant grpc port',
default=6334,
)

34
api/configs/middleware/vdb/relyt_configs.py
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@ -0,0 +1,34 @@
from typing import Optional
from pydantic import BaseModel, Field, PositiveInt
class RelytConfigs(BaseModel):
"""
Relyt configs
"""
RELYT_HOST: Optional[str] = Field(
description='Relyt host',
default=None,
)
RELYT_PORT: PositiveInt = Field(
description='Relyt port',
default=9200,
)
RELYT_USER: Optional[str] = Field(
description='Relyt user',
default=None,
)
RELYT_PASSWORD: Optional[str] = Field(
description='Relyt password',
default=None,
)
RELYT_DATABASE: Optional[str] = Field(
description='Relyt database',
default='default',
)

44
api/configs/middleware/vdb/tencent_vector_configs.py
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@ -0,0 +1,44 @@
from typing import Optional
from pydantic import BaseModel, Field, PositiveInt
class TencentVectorDBConfigs(BaseModel):
"""
Tencent Vector configs
"""
TENCENT_VECTOR_DB_URL: Optional[str] = Field(
description='Tencent Vector URL',
default=None,
)
TENCENT_VECTOR_DB_API_KEY: Optional[str] = Field(
description='Tencent Vector api key',
default=None,
)
TENCENT_VECTOR_DB_TIMEOUT: PositiveInt = Field(
description='Tencent Vector timeout',
default=30,
)
TENCENT_VECTOR_DB_USERNAME: Optional[str] = Field(
description='Tencent Vector password',
default=None,
)
TENCENT_VECTOR_DB_PASSWORD: Optional[str] = Field(
description='Tencent Vector password',
default=None,
)
TENCENT_VECTOR_DB_SHARD: PositiveInt = Field(
description='Tencent Vector sharding number',
default=1,
)
TENCENT_VECTOR_DB_REPLICAS: PositiveInt = Field(
description='Tencent Vector replicas',
default=2,
)

34
api/configs/middleware/vdb/tidb_vector_configs.py
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@ -0,0 +1,34 @@
from typing import Optional
from pydantic import BaseModel, Field, PositiveInt
class TiDBVectorConfigs(BaseModel):
"""
TiDB Vector configs
"""
TIDB_VECTOR_HOST: Optional[str] = Field(
description='TiDB Vector host',
default=None,
)
TIDB_VECTOR_PORT: Optional[PositiveInt] = Field(
description='TiDB Vector port',
default=None,
)
TIDB_VECTOR_USER: Optional[str] = Field(
description='TiDB Vector user',
default=None,
)
TIDB_VECTOR_PASSWORD: Optional[str] = Field(
description='TiDB Vector password',
default=None,
)
TIDB_VECTOR_DATABASE: Optional[str] = Field(
description='TiDB Vector database',
default=None,
)

29
api/configs/middleware/vdb/weaviate_configs.py
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@ -0,0 +1,29 @@
from typing import Optional
from pydantic import BaseModel, Field, PositiveInt
class WeaviateConfigs(BaseModel):
"""
Weaviate configs
"""
WEAVIATE_ENDPOINT: Optional[str] = Field(
description='Weaviate endpoint URL',
default=None,
)
WEAVIATE_API_KEY: Optional[str] = Field(
description='Weaviate API key',
default=None,
)
WEAVIATE_GRPC_ENABLED: bool = Field(
description='whether to enable gRPC for Weaviate connection',
default=True,
)
WEAVIATE_BATCH_SIZE: PositiveInt = Field(
description='Weaviate batch size',
default=100,
)
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