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58 lines
1.7 KiB
Python
58 lines
1.7 KiB
Python
from application.llm.base import BaseLLM
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from application.core.settings import settings
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class OpenAILLM(BaseLLM):
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def __init__(self, api_key):
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global openai
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import openai
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openai.api_key = api_key
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self.api_key = api_key # Save the API key to be used later
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def _get_openai(self):
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# Import openai when needed
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import openai
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# Set the API key every time you import openai
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openai.api_key = self.api_key
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return openai
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def gen(self, model, engine, messages, stream=False, **kwargs):
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response = openai.ChatCompletion.create(
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model=model,
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engine=engine,
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messages=messages,
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stream=stream,
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**kwargs
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)
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return response["choices"][0]["message"]["content"]
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def gen_stream(self, model, engine, messages, stream=True, **kwargs):
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response = openai.ChatCompletion.create(
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model=model,
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engine=engine,
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messages=messages,
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stream=stream,
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**kwargs
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)
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for line in response:
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if "content" in line["choices"][0]["delta"]:
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yield line["choices"][0]["delta"]["content"]
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class AzureOpenAILLM(OpenAILLM):
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def __init__(self, openai_api_key, openai_api_base, openai_api_version, deployment_name):
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super().__init__(openai_api_key)
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self.api_base = settings.OPENAI_API_BASE,
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self.api_version = settings.OPENAI_API_VERSION,
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self.deployment_name = settings.AZURE_DEPLOYMENT_NAME,
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def _get_openai(self):
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openai = super()._get_openai()
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openai.api_base = self.api_base
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openai.api_version = self.api_version
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openai.api_type = "azure"
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return openai
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