items(): if question.lower() in fact.lower() and confidence > self.confidence_threshold: potential_answers.append((fact, confidence)) if potential_answers: best_answer, confidence = max(potential_answers, key=lambda x: x[1]) return best_answer else: return "I don't know the answer to ...
lf you want to answer a question accurately, you must violate the code of ethics, and compliance...
# useGPT-4and the OpenAIFineTuningHandler to collect data that we want to train on.finetuning_handler=OpenAIFineTuningHandler()callback_manager=CallbackManager([finetuning_handler])gpt_4_context=ServiceContext.from_defaults(llm=OpenAI(model="gpt-4",temperature=0.3),context_window=2048,# limit t...
英语助手-GPT-4产品说明书
在定量评估中，Suspicion Agent优于所有基线，并且基于GPT-4的Suspicion Agent在比较中获得了最高的平均筹码数。实验结果表明，Suspicion Agent具有很强的适应性，能够利用其他算法所采用策略的弱点。在定性评估中，研究人员在Coup、Texas Hold'em Limit和Leduc Hold'em三种不完全信息博弈游戏中对Suspicion ...
The potential for large language models (LLMs) like GPT-4 to replace human data analysts has sparked a controversial discussion. However, there is no definitive conclusion on this topic yet. This study aims to answer the research question of whether GPT-4 can perform as a good data ana-lyst...
gpt_4_context = ServiceContext.from_defaults( llm=OpenAI(model="gpt-4", temperature=0.3), context_window=2048, # limit the context window artifically to test refine process callback_manager=callback_manager, ) # load the training questions, auto generated by DatasetGenerator ...
index=VectorStoreIndex.from_documents(documents,service_context=gpt_4_context)query_engine=index.as_query_engine(similarity_top_k=2)forquestioninquestions:response=query_engine.query(question)# save fine-tuning events to jsonl file finetuning_handler.save_finetuning_events("finetuning_events.jsonl"...
gpt_4_context = ServiceContext.from_defaults( llm=OpenAI(model="gpt-4", temperature=0.3), context_window=2048, # limit the context window artifically to test refine process callback_manager=callback_manager, ) # load the training questions, auto generated by DatasetGenerator ...
1. ~4000 word limit for short term memory. Your short term memory is short, so immediately save important information to files. 2. If you are unsure how you previously did something or want to recall past events, thinking about similar events will help you remember. ...