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7 changes: 6 additions & 1 deletion needlehaystack/evaluators/openai.py
Original file line number Diff line number Diff line change
Expand Up @@ -39,10 +39,15 @@ def __init__(self,
if (not api_key):
raise ValueError("NIAH_EVALUATOR_API_KEY must be in env for using openai evaluator.")

self.api_key = api_key
api_base = os.getenv("NIAH_MODEL_API_BASE")
if api_base is None:
api_base = f"https://api.openai.com/v1"

self.api_key = api_key
self.api_base = api_base
self.evaluator = ChatOpenAI(model=self.model_name,
openai_api_key=self.api_key,
openai_api_base=self.api_base,
**self.model_kwargs)

def evaluate_response(self, response: str) -> int:
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7 changes: 6 additions & 1 deletion needlehaystack/providers/openai.py
Original file line number Diff line number Diff line change
Expand Up @@ -41,10 +41,15 @@ def __init__(self,
if (not api_key):
raise ValueError("NIAH_MODEL_API_KEY must be in env.")

api_base = os.getenv("NIAH_MODEL_API_BASE")
if api_base is None:
api_base = f"https://api.openai.com/v1"

self.model_name = model_name
self.model_kwargs = model_kwargs
self.api_key = api_key
self.model = AsyncOpenAI(api_key=self.api_key)
self.api_base = api_base
self.model = AsyncOpenAI(api_key=self.api_key, base_url=self.api_base)
self.tokenizer = tiktoken.encoding_for_model(self.model_name)

async def evaluate_model(self, prompt: str) -> str:
Expand Down