One strategy to get the so called “good examples” is to ask the bot to generate the prompts.
From an article or piece of information, the bot generates a set of questions and answers.
Use the set to create prompts and completions.
You can say that it is a sort of reverse psychology.
Here is such prompt ran in Playground:
Given the article below, create a JSON object which enumerates a set of 5 child objects.
Each child object has a property named “q”, a property named “a” and a property named “id”.
For each child object assign to the property named “q” a question which has its answer in the article and to the property named “a” a short answer to this question.
For each child object assign to the property named “id” the value “bloomberg-stocks-21-10-2022”.The article: “The S&P Supercomposite Automobiles & Components Industry Index has declined nearly 38% this year, compared with the S&P 500 Index’s 22% drop.”
The JSON Object:
It will return a JSON object like the following:
[
{
"q": "What is the S&P Supercomposite Automobiles & Components Industry Index?",
"a": "The S&P Supercomposite Automobiles & Components Industry Index is a stock market index.",
"id": "bloomberg-stocks-21-10-2022"
},
{
"q": "How much has the S&P Supercomposite Automobiles & Components Industry Index declined this year?",
"a": "The S&P Supercomposite Automobiles & Components Industry Index has declined nearly 38% this year.",
"id": "bloomberg-stocks-21-10-2022"
},
{
"q": "How much has the S&P 500 Index declined this year?",
"a": "The S&P 500 Index has declined 22% this year.",
"id": "bloomberg-stocks-21-10-2022"
},
{
"q": "What is the S&P 500 Index?",
"a": "The S&P 500 Index is a stock market index.",
"id": "bloomberg-stocks-21-10-2022"
},
{
"q": "What is the difference between the S&P Supercomposite Automobiles & Components Industry Index and the S&P 500 Index?",
"a": "The S&P Supercomposite Automobiles & Components Industry Index is a stock market index for the automobile industry while the S&P 500 Index is a stock market index for 500 large companies.",
"id": "bloomberg-stocks-21-10-2022"
}
]
If you set the temperature high, probably you will obtain a much diverse response from the bot, but still valid for the given text.
