mirror of
https://github.com/arc53/DocsGPT
synced 2024-11-03 23:15:37 +00:00
58 lines
1.7 KiB
Python
58 lines
1.7 KiB
Python
from application.llm.base import BaseLLM
|
|
from application.core.settings import settings
|
|
|
|
class OpenAILLM(BaseLLM):
|
|
|
|
def __init__(self, api_key):
|
|
global openai
|
|
import openai
|
|
openai.api_key = api_key
|
|
self.api_key = api_key # Save the API key to be used later
|
|
|
|
def _get_openai(self):
|
|
# Import openai when needed
|
|
import openai
|
|
# Set the API key every time you import openai
|
|
openai.api_key = self.api_key
|
|
return openai
|
|
|
|
def gen(self, model, engine, messages, stream=False, **kwargs):
|
|
response = openai.ChatCompletion.create(
|
|
model=model,
|
|
engine=engine,
|
|
messages=messages,
|
|
stream=stream,
|
|
**kwargs
|
|
)
|
|
|
|
return response["choices"][0]["message"]["content"]
|
|
|
|
def gen_stream(self, model, engine, messages, stream=True, **kwargs):
|
|
response = openai.ChatCompletion.create(
|
|
model=model,
|
|
engine=engine,
|
|
messages=messages,
|
|
stream=stream,
|
|
**kwargs
|
|
)
|
|
|
|
for line in response:
|
|
if "content" in line["choices"][0]["delta"]:
|
|
yield line["choices"][0]["delta"]["content"]
|
|
|
|
|
|
class AzureOpenAILLM(OpenAILLM):
|
|
|
|
def __init__(self, openai_api_key, openai_api_base, openai_api_version, deployment_name):
|
|
super().__init__(openai_api_key)
|
|
self.api_base = settings.OPENAI_API_BASE,
|
|
self.api_version = settings.OPENAI_API_VERSION,
|
|
self.deployment_name = settings.AZURE_DEPLOYMENT_NAME,
|
|
|
|
def _get_openai(self):
|
|
openai = super()._get_openai()
|
|
openai.api_base = self.api_base
|
|
openai.api_version = self.api_version
|
|
openai.api_type = "azure"
|
|
return openai
|