/// <summary>
/// Get Ask Question Results from QnA Maker Search Result
/// </summary>
public static AskQuestionResult[] GetAskQuestionResults(QnAMakerSearchResult searchResult, double confidenceScore, bool isAnswerJson = true)
{
AskQuestionResult[] results = searchResult.Answers
.Where(a => a.Score >= confidenceScore)
.Take(SettingsUtility.MaxResultsCount)
.Select(a => isAnswerJson == true ?
JsonConvert.DeserializeObject <AskQuestionResult>(WebUtility.HtmlDecode(a.Answer))
: new AskQuestionResult()
{
Answer = WebUtility.HtmlDecode(a.Answer)
})
.ToArray();
return(results);
}
public static async Task <AskQuestionResponse> AnswerQuestion(AskQuestionRequest request, ICollector <SessionTableEntity> sessionTable)
{
// Get unique identifier
string id = Guid.NewGuid().ToString();
DateTime timestampUtc = DateTime.UtcNow;
// Run keyphrases extraction
request.Topics = await ServicesUtility.GetTopics(request.Question, request.Topics);
// Run search services
string queryWithTopics = request.Topics?.Count() > 0 ? string.Join(" ", request.Topics).Trim() : request.Question;
// Process results
AskQuestionResponse response = new AskQuestionResponse()
{
Id = id,
Results = new AskQuestionResult[0]
};
double confidenceScoreThreshold = 20;
// Get results from QnA maker
QnAMakerSearchResult qnaResult =
await ServicesUtility.QnAMaker.GenerateAnswerAsync(queryWithTopics, SettingsUtility.QnAMakerWhoTaskKnowledgebaseId);
if (qnaResult.Answers?.Where(a => a.Score >= confidenceScoreThreshold).Count() > 0)
{
response.Results = ServicesUtility.GetAskQuestionResults(qnaResult, confidenceScoreThreshold, true);
}
else
{
// Create Bing Search tasks
BingWebSearchResult bingWebSearchResult =
await ServicesUtility.BingSearch.SearchWebAsync(query : request.Question, count : SettingsUtility.MaxResultsCount);
// Process Bing search results
if (bingWebSearchResult.WebPagesResult?.Values?.Count() > 0)
{
response.Results = ServicesUtility.GetAskQuestionResults(bingWebSearchResult);
}
}
// Write to session table
sessionTable.Add(new SessionTableEntity(id, timestampUtc, "Who", request, response));
// Return response
return(response);
}
/// <summary>
/// Generate answer from QnA Maker service
/// </summary>
public async Task <QnAMakerSearchResult> GenerateAnswerAsync(string query, string knowledgebaseId)
{
if (string.IsNullOrEmpty(query) == true)
{
return(default(QnAMakerSearchResult));
}
// Get request uri
string requestUrl = Path.Combine(this.BaseServiceUrl, "knowledgebases", knowledgebaseId, "generateAnswer");
Uri requestUri = new Uri(requestUrl);
// Create content
QnAMakerSearchRequest content = new QnAMakerSearchRequest()
{
Question = query
};
// Post request
QnAMakerSearchResult result = await HttpClientUtility.PostAsJsonAsync <QnAMakerSearchResult>(requestUri, this.RequestHeaders, content);
return(result);
}