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7 changes: 6 additions & 1 deletion pywhyllm/suggesters/identification_suggester.py
Original file line number Diff line number Diff line change
Expand Up @@ -11,9 +11,14 @@ class IdentificationSuggester(IdentifierProtocol):

def __init__(self, llm=None):
if llm is not None:
if (llm == 'gpt-4'):
if llm == 'gpt-4':
self.llm = guidance.models.OpenAI('gpt-4')
self.model_suggester = ModelSuggester('gpt-4')
elif isinstance(llm, guidance.models.Model):
self.llm = llm
self.model_suggester = ModelSuggester(llm)
else:
raise ValueError("llm must be either 'gpt-4' or a guidance model instance.")

# def suggest_estimand(
# self,
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6 changes: 5 additions & 1 deletion pywhyllm/suggesters/model_suggester.py
Original file line number Diff line number Diff line change
Expand Up @@ -12,8 +12,12 @@ class ModelSuggester(ModelerProtocol):

def __init__(self, llm=None):
if llm is not None:
if (llm == 'gpt-4'):
if llm == 'gpt-4':
self.llm = guidance.models.OpenAI('gpt-4')
elif isinstance(llm, guidance.models.Model):
self.llm = llm
else:
raise ValueError("llm must be either 'gpt-4' or a guidance model instance.")

def suggest_domain_expertises(
self,
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6 changes: 5 additions & 1 deletion pywhyllm/suggesters/simple_identification_suggester.py
Original file line number Diff line number Diff line change
Expand Up @@ -7,8 +7,12 @@ class SimpleIdentificationSuggester:

def __init__(self, llm=None):
if llm is not None:
if (llm == 'gpt-4'):
if llm == 'gpt-4':
self.llm = guidance.models.OpenAI('gpt-4')
elif isinstance(llm, guidance.models.Model):
self.llm = llm
else:
raise ValueError("llm must be either 'gpt-4' or a guidance model instance.")

def suggest_iv(self, factors, treatment, outcome):
lm = self.llm
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6 changes: 5 additions & 1 deletion pywhyllm/suggesters/simple_model_suggester.py
Original file line number Diff line number Diff line change
Expand Up @@ -22,8 +22,12 @@ class SimpleModelSuggester:

def __init__(self, llm=None):
if llm is not None:
if (llm == 'gpt-4'):
if llm == 'gpt-4':
self.llm = guidance.models.OpenAI('gpt-4')
elif isinstance(llm, guidance.models.Model):
self.llm = llm
else:
raise ValueError("llm must be either 'gpt-4' or a guidance model instance.")

# new ver
def suggest_pairwise_relationship(self, variable1: str, variable2: str):
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4 changes: 4 additions & 0 deletions pywhyllm/suggesters/validation_suggester.py
Original file line number Diff line number Diff line change
Expand Up @@ -18,6 +18,10 @@ def __init__(self, llm=None):
if llm is not None:
if llm == 'gpt-4':
self.llm = guidance.models.OpenAI('gpt-4')
elif isinstance(llm, guidance.models.Model):
self.llm = llm
else:
raise ValueError("llm must be either 'gpt-4' or a guidance model instance.")

def suggest_negative_controls(
self,
Expand Down