mirror of
https://github.com/arc53/DocsGPT
synced 2024-11-09 19:10:53 +00:00
61 lines
1.8 KiB
Python
61 lines
1.8 KiB
Python
from application.llm.base import BaseLLM
|
|
from application.core.settings import settings
|
|
|
|
class OpenAILLM(BaseLLM):
|
|
|
|
def __init__(self, api_key):
|
|
global openai
|
|
from openai import OpenAI
|
|
|
|
self.client = OpenAI(
|
|
api_key=api_key,
|
|
)
|
|
self.api_key = api_key
|
|
|
|
def _get_openai(self):
|
|
# Import openai when needed
|
|
import openai
|
|
|
|
return openai
|
|
|
|
def gen(self, model, engine, messages, stream=False, **kwargs):
|
|
response = self.client.chat.completions.create(model=model,
|
|
messages=messages,
|
|
stream=stream,
|
|
**kwargs)
|
|
|
|
return response.choices[0].message.content
|
|
|
|
def gen_stream(self, model, engine, messages, stream=True, **kwargs):
|
|
response = self.client.chat.completions.create(model=model,
|
|
messages=messages,
|
|
stream=stream,
|
|
**kwargs)
|
|
|
|
for line in response:
|
|
# import sys
|
|
# print(line.choices[0].delta.content, file=sys.stderr)
|
|
if line.choices[0].delta.content is not None:
|
|
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,
|
|
from openai import AzureOpenAI
|
|
self.client = AzureOpenAI(
|
|
api_key=openai_api_key,
|
|
api_version=settings.OPENAI_API_VERSION,
|
|
api_base=settings.OPENAI_API_BASE,
|
|
deployment_name=settings.AZURE_DEPLOYMENT_NAME,
|
|
)
|
|
|
|
def _get_openai(self):
|
|
openai = super()._get_openai()
|
|
|
|
return openai
|