mirror of
https://github.com/langgenius/dify.git
synced 2024-11-16 11:42:29 +08:00
257 lines
9.8 KiB
Python
257 lines
9.8 KiB
Python
from typing import Optional
|
|
|
|
from core.entities.provider_entities import QuotaUnit, RestrictModel
|
|
from core.model_runtime.entities.model_entities import ModelType
|
|
from flask import Flask, Config
|
|
from models.provider import ProviderQuotaType
|
|
from pydantic import BaseModel
|
|
|
|
|
|
class HostingQuota(BaseModel):
|
|
quota_type: ProviderQuotaType
|
|
restrict_models: list[RestrictModel] = []
|
|
|
|
|
|
class TrialHostingQuota(HostingQuota):
|
|
quota_type: ProviderQuotaType = ProviderQuotaType.TRIAL
|
|
quota_limit: int = 0
|
|
"""Quota limit for the hosting provider models. -1 means unlimited."""
|
|
|
|
|
|
class PaidHostingQuota(HostingQuota):
|
|
quota_type: ProviderQuotaType = ProviderQuotaType.PAID
|
|
stripe_price_id: str = None
|
|
increase_quota: int = 1
|
|
min_quantity: int = 20
|
|
max_quantity: int = 100
|
|
|
|
|
|
class FreeHostingQuota(HostingQuota):
|
|
quota_type: ProviderQuotaType = ProviderQuotaType.FREE
|
|
|
|
|
|
class HostingProvider(BaseModel):
|
|
enabled: bool = False
|
|
credentials: Optional[dict] = None
|
|
quota_unit: Optional[QuotaUnit] = None
|
|
quotas: list[HostingQuota] = []
|
|
|
|
|
|
class HostedModerationConfig(BaseModel):
|
|
enabled: bool = False
|
|
providers: list[str] = []
|
|
|
|
|
|
class HostingConfiguration:
|
|
provider_map: dict[str, HostingProvider] = {}
|
|
moderation_config: HostedModerationConfig = None
|
|
|
|
def init_app(self, app: Flask) -> None:
|
|
config = app.config
|
|
|
|
if config.get('EDITION') != 'CLOUD':
|
|
return
|
|
|
|
self.provider_map["azure_openai"] = self.init_azure_openai(config)
|
|
self.provider_map["openai"] = self.init_openai(config)
|
|
self.provider_map["anthropic"] = self.init_anthropic(config)
|
|
self.provider_map["minimax"] = self.init_minimax(config)
|
|
self.provider_map["spark"] = self.init_spark(config)
|
|
self.provider_map["zhipuai"] = self.init_zhipuai(config)
|
|
|
|
self.moderation_config = self.init_moderation_config(config)
|
|
|
|
def init_azure_openai(self, app_config: Config) -> HostingProvider:
|
|
quota_unit = QuotaUnit.TIMES
|
|
if app_config.get("HOSTED_AZURE_OPENAI_ENABLED"):
|
|
credentials = {
|
|
"openai_api_key": app_config.get("HOSTED_AZURE_OPENAI_API_KEY"),
|
|
"openai_api_base": app_config.get("HOSTED_AZURE_OPENAI_API_BASE"),
|
|
"base_model_name": "gpt-35-turbo"
|
|
}
|
|
|
|
quotas = []
|
|
hosted_quota_limit = int(app_config.get("HOSTED_AZURE_OPENAI_QUOTA_LIMIT", "1000"))
|
|
trial_quota = TrialHostingQuota(
|
|
quota_limit=hosted_quota_limit,
|
|
restrict_models=[
|
|
RestrictModel(model="gpt-4", base_model_name="gpt-4", model_type=ModelType.LLM),
|
|
RestrictModel(model="gpt-4-32k", base_model_name="gpt-4-32k", model_type=ModelType.LLM),
|
|
RestrictModel(model="gpt-4-1106-preview", base_model_name="gpt-4-1106-preview", model_type=ModelType.LLM),
|
|
RestrictModel(model="gpt-4-vision-preview", base_model_name="gpt-4-vision-preview", model_type=ModelType.LLM),
|
|
RestrictModel(model="gpt-35-turbo", base_model_name="gpt-35-turbo", model_type=ModelType.LLM),
|
|
RestrictModel(model="gpt-35-turbo-1106", base_model_name="gpt-35-turbo-1106", model_type=ModelType.LLM),
|
|
RestrictModel(model="gpt-35-turbo-instruct", base_model_name="gpt-35-turbo-instruct", model_type=ModelType.LLM),
|
|
RestrictModel(model="gpt-35-turbo-16k", base_model_name="gpt-35-turbo-16k", model_type=ModelType.LLM),
|
|
RestrictModel(model="text-davinci-003", base_model_name="text-davinci-003", model_type=ModelType.LLM),
|
|
RestrictModel(model="text-embedding-ada-002", base_model_name="text-embedding-ada-002", model_type=ModelType.TEXT_EMBEDDING),
|
|
]
|
|
)
|
|
quotas.append(trial_quota)
|
|
|
|
return HostingProvider(
|
|
enabled=True,
|
|
credentials=credentials,
|
|
quota_unit=quota_unit,
|
|
quotas=quotas
|
|
)
|
|
|
|
return HostingProvider(
|
|
enabled=False,
|
|
quota_unit=quota_unit,
|
|
)
|
|
|
|
def init_openai(self, app_config: Config) -> HostingProvider:
|
|
quota_unit = QuotaUnit.TIMES
|
|
quotas = []
|
|
|
|
if app_config.get("HOSTED_OPENAI_TRIAL_ENABLED"):
|
|
hosted_quota_limit = int(app_config.get("HOSTED_OPENAI_QUOTA_LIMIT", "200"))
|
|
trial_quota = TrialHostingQuota(
|
|
quota_limit=hosted_quota_limit,
|
|
restrict_models=[
|
|
RestrictModel(model="gpt-3.5-turbo", model_type=ModelType.LLM),
|
|
RestrictModel(model="gpt-3.5-turbo-1106", model_type=ModelType.LLM),
|
|
RestrictModel(model="gpt-3.5-turbo-instruct", model_type=ModelType.LLM),
|
|
RestrictModel(model="gpt-3.5-turbo-16k", model_type=ModelType.LLM),
|
|
RestrictModel(model="text-davinci-003", model_type=ModelType.LLM),
|
|
RestrictModel(model="whisper-1", model_type=ModelType.SPEECH2TEXT),
|
|
]
|
|
)
|
|
quotas.append(trial_quota)
|
|
|
|
if app_config.get("HOSTED_OPENAI_PAID_ENABLED"):
|
|
paid_quota = PaidHostingQuota(
|
|
stripe_price_id=app_config.get("HOSTED_OPENAI_PAID_STRIPE_PRICE_ID"),
|
|
increase_quota=int(app_config.get("HOSTED_OPENAI_PAID_INCREASE_QUOTA", "1")),
|
|
min_quantity=int(app_config.get("HOSTED_OPENAI_PAID_MIN_QUANTITY", "1")),
|
|
max_quantity=int(app_config.get("HOSTED_OPENAI_PAID_MAX_QUANTITY", "1"))
|
|
)
|
|
quotas.append(paid_quota)
|
|
|
|
if len(quotas) > 0:
|
|
credentials = {
|
|
"openai_api_key": app_config.get("HOSTED_OPENAI_API_KEY"),
|
|
}
|
|
|
|
if app_config.get("HOSTED_OPENAI_API_BASE"):
|
|
credentials["openai_api_base"] = app_config.get("HOSTED_OPENAI_API_BASE")
|
|
|
|
if app_config.get("HOSTED_OPENAI_API_ORGANIZATION"):
|
|
credentials["openai_organization"] = app_config.get("HOSTED_OPENAI_API_ORGANIZATION")
|
|
|
|
return HostingProvider(
|
|
enabled=True,
|
|
credentials=credentials,
|
|
quota_unit=quota_unit,
|
|
quotas=quotas
|
|
)
|
|
|
|
return HostingProvider(
|
|
enabled=False,
|
|
quota_unit=quota_unit,
|
|
)
|
|
|
|
def init_anthropic(self, app_config: Config) -> HostingProvider:
|
|
quota_unit = QuotaUnit.TOKENS
|
|
quotas = []
|
|
|
|
if app_config.get("HOSTED_ANTHROPIC_TRIAL_ENABLED"):
|
|
hosted_quota_limit = int(app_config.get("HOSTED_ANTHROPIC_QUOTA_LIMIT", "0"))
|
|
trial_quota = TrialHostingQuota(
|
|
quota_limit=hosted_quota_limit
|
|
)
|
|
quotas.append(trial_quota)
|
|
|
|
if app_config.get("HOSTED_ANTHROPIC_PAID_ENABLED"):
|
|
paid_quota = PaidHostingQuota(
|
|
stripe_price_id=app_config.get("HOSTED_ANTHROPIC_PAID_STRIPE_PRICE_ID"),
|
|
increase_quota=int(app_config.get("HOSTED_ANTHROPIC_PAID_INCREASE_QUOTA", "1000000")),
|
|
min_quantity=int(app_config.get("HOSTED_ANTHROPIC_PAID_MIN_QUANTITY", "20")),
|
|
max_quantity=int(app_config.get("HOSTED_ANTHROPIC_PAID_MAX_QUANTITY", "100"))
|
|
)
|
|
quotas.append(paid_quota)
|
|
|
|
if len(quotas) > 0:
|
|
credentials = {
|
|
"anthropic_api_key": app_config.get("HOSTED_ANTHROPIC_API_KEY"),
|
|
}
|
|
|
|
if app_config.get("HOSTED_ANTHROPIC_API_BASE"):
|
|
credentials["anthropic_api_url"] = app_config.get("HOSTED_ANTHROPIC_API_BASE")
|
|
|
|
return HostingProvider(
|
|
enabled=True,
|
|
credentials=credentials,
|
|
quota_unit=quota_unit,
|
|
quotas=quotas
|
|
)
|
|
|
|
return HostingProvider(
|
|
enabled=False,
|
|
quota_unit=quota_unit,
|
|
)
|
|
|
|
def init_minimax(self, app_config: Config) -> HostingProvider:
|
|
quota_unit = QuotaUnit.TOKENS
|
|
if app_config.get("HOSTED_MINIMAX_ENABLED"):
|
|
quotas = [FreeHostingQuota()]
|
|
|
|
return HostingProvider(
|
|
enabled=True,
|
|
credentials=None, # use credentials from the provider
|
|
quota_unit=quota_unit,
|
|
quotas=quotas
|
|
)
|
|
|
|
return HostingProvider(
|
|
enabled=False,
|
|
quota_unit=quota_unit,
|
|
)
|
|
|
|
def init_spark(self, app_config: Config) -> HostingProvider:
|
|
quota_unit = QuotaUnit.TOKENS
|
|
if app_config.get("HOSTED_SPARK_ENABLED"):
|
|
quotas = [FreeHostingQuota()]
|
|
|
|
return HostingProvider(
|
|
enabled=True,
|
|
credentials=None, # use credentials from the provider
|
|
quota_unit=quota_unit,
|
|
quotas=quotas
|
|
)
|
|
|
|
return HostingProvider(
|
|
enabled=False,
|
|
quota_unit=quota_unit,
|
|
)
|
|
|
|
def init_zhipuai(self, app_config: Config) -> HostingProvider:
|
|
quota_unit = QuotaUnit.TOKENS
|
|
if app_config.get("HOSTED_ZHIPUAI_ENABLED"):
|
|
quotas = [FreeHostingQuota()]
|
|
|
|
return HostingProvider(
|
|
enabled=True,
|
|
credentials=None, # use credentials from the provider
|
|
quota_unit=quota_unit,
|
|
quotas=quotas
|
|
)
|
|
|
|
return HostingProvider(
|
|
enabled=False,
|
|
quota_unit=quota_unit,
|
|
)
|
|
|
|
def init_moderation_config(self, app_config: Config) -> HostedModerationConfig:
|
|
if app_config.get("HOSTED_MODERATION_ENABLED") \
|
|
and app_config.get("HOSTED_MODERATION_PROVIDERS"):
|
|
return HostedModerationConfig(
|
|
enabled=True,
|
|
providers=app_config.get("HOSTED_MODERATION_PROVIDERS").split(',')
|
|
)
|
|
|
|
return HostedModerationConfig(
|
|
enabled=False
|
|
)
|