Who was the founder of craigslist?Intermediate answer: Craigslist was founded by Craig Newmark.Follow up: When was Craig Newmark born?Intermediate answer: Craig Newmark was born on December 6, 1952.So the final answer is: December 6, 1952"""  },  {    "question": "Who was the maternal grandfather of George Washington?",    "answer":"""Are follow up questions needed here: Yes.Follow up: Who was the mother of George Washington?Intermediate answer: The mother of George Washington was Mary Ball Washington.Follow up: Who was the father of Mary Ball Washington?Intermediate answer: The father of Mary Ball Washington was Joseph Ball.So the final answer is: Joseph Ball"""  },  {    "question": "Are both the directors of Jaws and Casino Royale from the same country?",    "answer":"""Are follow up questions needed here: Yes.Follow up: Who is the director of Jaws?Intermediate Answer: The director of Jaws is Steven Spielberg.Follow up: Where is Steven Spielberg from?Intermediate Answer: The United States.Follow up: Who is the director of Casino Royale?Intermediate Answer: The director of Casino Royale is Martin Campbell.Follow up: Where is Martin Campbell from?Intermediate Answer: New Zealand.So the final answer is: No"""  }]Create a formatter for the few-shot examples‚ÄãConfigure a formatter that will format the few-shot examples into a string. This formatter should be a PromptTemplate object.example_prompt = PromptTemplate(input_variables=["question", "answer"], template="Question: {question}\n{answer}")print(example_prompt.format(**examples[0]))    Question: Who lived longer, Muhammad Ali or Alan Turing?    Are follow up questions needed here: Yes.    Follow up: How old was Muhammad Ali when he died?    Intermediate answer: Muhammad Ali was 74 years old when he died.    Follow up: How old was Alan Turing when he died?    Intermediate answer: Alan Turing was 41 years old when he died.    So the final answer is: Muhammad AliFeed examples and formatter to
In this tutorial, we'll learn how to create a prompt template that uses few-shot examples. A few-shot prompt template can be constructed from either a set of examples, or from an Example Selector object.
In this tutorial, we'll learn how to create a prompt template that uses few-shot examples. A few-shot prompt template can be constructed from either a set of examples, or from an Example Selector object. ->: Who was the founder of craigslist?Intermediate answer: Craigslist was founded by Craig Newmark.Follow up: When was Craig Newmark born?Intermediate answer: Craig Newmark was born on December 6, 1952.So the final answer is: December 6, 1952"""  },  {    "question": "Who was the maternal grandfather of George Washington?",    "answer":"""Are follow up questions needed here: Yes.Follow up: Who was the mother of George Washington?Intermediate answer: The mother of George Washington was Mary Ball Washington.Follow up: Who was the father of Mary Ball Washington?Intermediate answer: The father of Mary Ball Washington was Joseph Ball.So the final answer is: Joseph Ball"""  },  {    "question": "Are both the directors of Jaws and Casino Royale from the same country?",    "answer":"""Are follow up questions needed here: Yes.Follow up: Who is the director of Jaws?Intermediate Answer: The director of Jaws is Steven Spielberg.Follow up: Where is Steven Spielberg from?Intermediate Answer: The United States.Follow up: Who is the director of Casino Royale?Intermediate Answer: The director of Casino Royale is Martin Campbell.Follow up: Where is Martin Campbell from?Intermediate Answer: New Zealand.So the final answer is: No"""  }]Create a formatter for the few-shot examples‚ÄãConfigure a formatter that will format the few-shot examples into a string. This formatter should be a PromptTemplate object.example_prompt = PromptTemplate(input_variables=["question", "answer"], template="Question: {question}\n{answer}")print(example_prompt.format(**examples[0]))    Question: Who lived longer, Muhammad Ali or Alan Turing?    Are follow up questions needed here: Yes.    Follow up: How old was Muhammad Ali when he died?    Intermediate answer: Muhammad Ali was 74 years old when he died.    Follow up: How old was Alan Turing when he died?    Intermediate answer: Alan Turing was 41 years old when he died.    So the final answer is: Muhammad AliFeed examples and formatter to