class AbstractReasoner:
def init(self, model):
self.model = model # Pre-trained reasoning model like GPT-4
def reason(self, context, query):
# Perform abstract reasoning based on context and query
response = self.model.generate(context + query)
return response
abstract_reasoner = AbstractReasoner(pretrained_model)
context = "Given the current cybersecurity landscape,"
query = "what are the potential threats in the next decade?"
print(abstract_reasoner.reason(context, query))
class AbstractReasoner: def init(self, model): self.model = model # Pre-trained reasoning model like GPT-4
abstract_reasoner = AbstractReasoner(pretrained_model) context = "Given the current cybersecurity landscape," query = "what are the potential threats in the next decade?" print(abstract_reasoner.reason(context, query))