add openai handler

This commit is contained in:
Brian Pham
2023-12-11 17:49:20 +08:00
parent a1cbd80b2a
commit ebf7027aab

View File

@ -0,0 +1,50 @@
from pr_agent.algo.base_ai_handler import BaseAiHandler
import openai
from openai.error import APIError, RateLimitError, Timeout, TryAgain
from retry import retry
from pr_agent.config_loader import get_settings
OPENAI_RETRIES = 5
class OpenAIHandler(BaseAiHandler):
def __init__(self):
# Initialize OpenAIHandler specific attributes here
try:
super().__init__()
openai.api_key = get_settings().openai.key
if get_settings().get("OPENAI.ORG", None):
openai.organization = get_settings().openai.org
if get_settings().get("OPENAI.API_TYPE", None):
if get_settings().openai.api_type == "azure":
self.azure = True
openai.azure_key = get_settings().openai.key
if get_settings().get("OPENAI.API_VERSION", None):
openai.api_version = get_settings().openai.api_version
if get_settings().get("OPENAI.API_BASE", None):
openai.api_base = get_settings().openai.api_base
except AttributeError as e:
raise ValueError("OpenAI key is required") from e
@property
def deployment_id(self):
"""
Returns the deployment ID for the OpenAI API.
"""
return get_settings().get("OPENAI.DEPLOYMENT_ID", None)
@retry(exceptions=(APIError, Timeout, TryAgain, AttributeError, RateLimitError),
tries=OPENAI_RETRIES, delay=2, backoff=2, jitter=(1, 3))
async def chat_completion(self, model: str, system: str, user: str, temperature: float = 0.2):
chat_completion = await openai.ChatCompletion.acreate(
model=model,
messages=[{
"role": "system",
"content": system
}, {
"role": "user",
"content": user
}],
)
return chat_completion.choices[0].message.content