I am using a multiple prompts to fetch the answer from the openai gpt 4 model. How can I optimize it to make it a single APi request instead of hitting the API multiple times.
static async Task ProcessAndStorePrompts(IConfiguration configuration, string jsonData, string tenantId, Database databaseHandler)
{
var prompts = new Dictionary<string, Action<OpenAIModel, string>>()
{
{ "What is the total profit? Give the overview.", (OpenAIModel, answer) => OpenAIModel.Profit = answer },
{ "What is the total cost of sales? Give the overview.", (OpenAIModel, answer) => OpenAIModel.NetIncome = answer },
{ "What is the total administrative cost? Give detailed overview of each and every parameters of administrative cost.", (OpenAIModel, answer) => OpenAIModel.Overheads = answer },
{ "What is the total operational cost? Give the overview.", (OpenAIModel, answer) => OpenAIModel.Expenses = answer },
{ "What is the total income? Give the overview.", (OpenAIModel, answer) => OpenAIModel.Revenue = answer }
};
// Get current month and year
string currentMonth = DateTime.Now.ToString("MMMM yyyy");
// Create an OpenAI model instance
var aiModel = new OpenAIModel
{
Tenant = tenantId,
Month = DateTime.Now,
};
foreach (var prompt in prompts)
{
string answer = await AskQuestionAboutJsonAsync(configuration, prompt.Key, jsonData);
if (!string.IsNullOrEmpty(answer))
{
// Assign the answer to the appropriate field in the model
prompt.Value(aiModel, answer);
}
}
// Store the data in the database
databaseHandler.JsontoAI(aiModel);
}
