import os import azure.identity import openai import rich from dotenv import load_dotenv from pydantic import BaseModel # Setup the OpenAI client to use either Azure, OpenAI.com, or Ollama API load_dotenv(override=True) API_HOST = os.getenv("API_HOST", "github") if API_HOST == "azure": token_provider = azure.identity.get_bearer_token_provider( azure.identity.DefaultAzureCredential(), "https://cognitiveservices.azure.com/.default" ) client = openai.OpenAI( base_url=os.environ["AZURE_OPENAI_ENDPOINT"], api_key=token_provider, ) MODEL_NAME = os.environ["AZURE_OPENAI_CHAT_DEPLOYMENT"] elif API_HOST == "ollama": client = openai.OpenAI(base_url=os.environ["OLLAMA_ENDPOINT"], api_key="nokeyneeded") MODEL_NAME = os.environ["OLLAMA_MODEL"] elif API_HOST == "github": client = openai.OpenAI(base_url="https://models.github.ai/inference", api_key=os.environ["GITHUB_TOKEN"]) MODEL_NAME = os.getenv("GITHUB_MODEL", "openai/gpt-4o") else: client = openai.OpenAI(api_key=os.environ["OPENAI_KEY"]) MODEL_NAME = os.environ["OPENAI_MODEL"] class Participant(BaseModel): name: str job_title: str class CalendarEvent(BaseModel): name: str date: str participants: list[Participant] completion = client.beta.chat.completions.parse( model=MODEL_NAME, messages=[ {"role": "system", "content": "Extract the event information."}, {"role": "user", "content": "Alice the carpenter and Bob the plumber are going to a science fair on Friday."}, ], response_format=CalendarEvent, ) message = completion.choices[0].message if message.refusal: rich.print(message.refusal) else: event = message.parsed rich.print(event)