public async Task <CompletionResponse> CompletePrompt(
string prompt,
CompletionParameters completionParameters,
Func <CompletionResponse, bool> conditions = null,
int maxTries = 5,
string defaultResponse = ""
)
{
var result = new CompletionResponse();
var validResponse = false;
var tries = 0;
while (!validResponse && tries < maxTries)
{
tries++;
var apiResult = await _api.Completions.CreateCompletionAsync(
prompt,
completionParameters.MaxTokens,
completionParameters.Temperature,
completionParameters.TopP,
1,
logProbs : completionParameters.LogProbs,
echo : completionParameters.Echo,
presencePenalty : completionParameters.PresencePenalty,
frequencyPenalty : completionParameters.FrequencyPenalty,
stopSequences : completionParameters.StopSequences
);
result = ChoiceToCompletionResponse(apiResult.Completions[0]);
if (conditions == null)
{
break;
}
validResponse = conditions(result);
}
if (!validResponse)
{
result = new CompletionResponse
{
FinishReason = "no_valid_responses",
Text = defaultResponse
}
}
;
return(result);
}
public async Task <T> CompletePrompt <T>(
string prompt,
CompletionParameters completionParameters,
Func <CompletionResponse, T> process,
T defaultResponse,
Func <T, bool> conditions = null,
int maxTries = 5
)
{
var processedResult = defaultResponse;
var validResponse = false;
var tries = 0;
while (!validResponse && tries < maxTries)
{
tries++;
var apiResult = await _api.Completions.CreateCompletionAsync(
prompt,
completionParameters.MaxTokens,
completionParameters.Temperature,
completionParameters.TopP,
1,
logProbs : completionParameters.LogProbs,
echo : completionParameters.Echo,
presencePenalty : completionParameters.PresencePenalty,
frequencyPenalty : completionParameters.FrequencyPenalty,
stopSequences : completionParameters.StopSequences
);
var result = ChoiceToCompletionResponse(apiResult.Completions[0]);
processedResult = process(result);
if (conditions == null)
{
break;
}
validResponse = conditions(processedResult);
}
return(processedResult);
}
