I am trying to create prompts from a flat file of data instead of spending the time to reformat the file into input and response format. I want to have OpenAI read text like below and transform it into information it can use to respond to questions:
Through our more than 1,000 stores in 6 states as of the end of fiscal-year 2021, we serve a wide variety of communities across the country, many of which other retailers have chosen not to serve. We are proud to be located within five miles of approximately 35% of the U.S. population, providing millions of individuals each day with the quality, affordable products they need and want.
I can then I can have the following conversation with OpenAI:
user: how many stores do you have
OpenAI: 1000 stores in 6 states as of the end of 2021.
user: what percent of the stores are near the US population?
OpenAI: we are close to 35% of the US population.
Any suggestions on how to proceed? I am very, very, new to OpenAI. I still get the community guidelines
It appears that you want to generate prompt-completion pairs using GPT-3. It is certainly possible.
Here’s an example of how one can prompt GPT-3 to do this. The prompt should consist of:
Data: In this case
Sample of what you want: In this case
Completion prompt: This will be something that will prompt GPT3 to generate QnA pairs. In this case prompt can be: Following is the set of possible questions and answers from given data:
Or the completion prompt can also be left empty after the samples and the call made right at \n user:
