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fix: embedding price config (#918)
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@ -32,7 +32,6 @@ class BaseEmbedding(BaseProviderModel):
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def price_config(self) -> dict:
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def get_or_default():
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default_price_config = {
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'prompt': decimal.Decimal('0'),
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'completion': decimal.Decimal('0'),
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'unit': decimal.Decimal('0'),
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'currency': 'USD'
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@ -40,7 +39,6 @@ class BaseEmbedding(BaseProviderModel):
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rules = self.model_provider.get_rules()
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price_config = rules['price_config'][self.base_model_name] if 'price_config' in rules else default_price_config
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price_config = {
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'prompt': decimal.Decimal(price_config['prompt']),
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'completion': decimal.Decimal(price_config['completion']),
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'unit': decimal.Decimal(price_config['unit']),
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'currency': price_config['currency']
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@ -59,8 +57,8 @@ class BaseEmbedding(BaseProviderModel):
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:param tokens:
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:return: decimal.Decimal('0.0000001')
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"""
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unit_price = self._price_config['completion']
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unit = self._price_config['unit']
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unit_price = self.price_config['completion']
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unit = self.price_config['unit']
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total_price = tokens * unit_price * unit
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total_price = total_price.quantize(decimal.Decimal('0.0000001'), rounding=decimal.ROUND_HALF_UP)
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logging.debug(f"tokens={tokens}, unit_price={unit_price}, unit={unit}, total_price:{total_price}")
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@ -73,7 +71,7 @@ class BaseEmbedding(BaseProviderModel):
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:return: decimal.Decimal('0.0001')
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"""
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unit_price = self._price_config['completion']
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unit_price = self.price_config['completion']
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unit_price = unit_price.quantize(decimal.Decimal('0.0001'), rounding=decimal.ROUND_HALF_UP)
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logger.debug(f'unit_price:{unit_price}')
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return unit_price
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@ -96,7 +94,7 @@ class BaseEmbedding(BaseProviderModel):
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:return: get from price config, default 'USD'
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"""
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currency = self._price_config['currency']
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currency = self.price_config['currency']
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return currency
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@abstractmethod
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@ -1,6 +1,3 @@
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import decimal
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import logging
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from langchain.embeddings import MiniMaxEmbeddings
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from core.model_providers.error import LLMBadRequestError
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@ -22,9 +19,6 @@ class MinimaxEmbedding(BaseEmbedding):
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super().__init__(model_provider, client, name)
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def get_currency(self):
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return 'RMB'
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def handle_exceptions(self, ex: Exception) -> Exception:
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if isinstance(ex, ValueError):
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return LLMBadRequestError(f"Minimax: {str(ex)}")
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@ -18,8 +18,8 @@
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"currency": "USD"
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},
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"gpt-35-turbo": {
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"prompt": "0.0015",
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"completion": "0.002",
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"prompt": "0.002",
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"completion": "0.0015",
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"unit": "0.001",
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"currency": "USD"
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},
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@ -9,5 +9,24 @@
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],
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"quota_unit": "tokens"
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},
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"model_flexibility": "fixed"
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"model_flexibility": "fixed",
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"price_config": {
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"abab5.5-chat": {
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"prompt": "0.015",
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"completion": "0.015",
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"unit": "0.001",
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"currency": "RMB"
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},
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"abab5-chat": {
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"prompt": "0.015",
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"completion": "0.015",
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"unit": "0.001",
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"currency": "RMB"
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},
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"embo-01": {
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"completion": "0",
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"unit": "0.0001",
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"currency": "RMB"
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}
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}
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}
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@ -9,5 +9,19 @@
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],
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"quota_unit": "tokens"
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},
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"model_flexibility": "fixed"
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"model_flexibility": "fixed",
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"price_config": {
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"spark": {
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"prompt": "0.18",
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"completion": "0.18",
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"unit": "0.0001",
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"currency": "RMB"
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},
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"spark-v2": {
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"prompt": "0.36",
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"completion": "0.36",
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"unit": "0.0001",
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"currency": "RMB"
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}
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}
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}
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