public KeyValuePair <int, string> CheckIfAtleastOneEntitywithPasscode(List <ChatSessionEntity> entityListRecognized) { ChatEntity entity = db.ChatEntity.Where(x => x.ChatIntentId == Node && x.EntityType.Contains("PASSCODE")).FirstOrDefault(); HttpContext httpContext = HttpContext.Current; ChatSessionEntity entityRecognized = entityListRecognized.Where(x => x.EntityType.Contains("PASSCODE")).FirstOrDefault(); if (Message.ToLower() == "apollo") { ChatIntent passwordIntent = db.ChatIntent.Where(x => x.ChatIntentId == Node).FirstOrDefault(); Message = passwordIntent.Response; Node = passwordIntent.ChatIntentId; httpContext.Session[passwordIntent.ChatIntentId.ToString()] = null; httpContext.Session["auth"] = true; ChatSession chatSession = db.ChatSession.Where(x => x.SessionId == SessionId).FirstOrDefault(); chatSession.isAuth = true; ChatSessionEntity chatSessionEntity = db.ChatSessionEntity.Where(x => x.SessionEntId == entityRecognized.SessionEntId).FirstOrDefault(); chatSessionEntity.EntityType = "recog"; chatSessionEntity.NotRecognized = false; db.SaveChanges(); int authIntentId = (chatSession.IntentBeforeAuth != null) ? chatSession.IntentBeforeAuth.Value : 0; if (authIntentId != 0) { ChatIntent authIntent = db.ChatIntent.Where(x => x.ChatIntentId == authIntentId).FirstOrDefault(); Node = authIntent.ChatIntentId; Message = authIntent.Response; } return(new KeyValuePair <int, string>(Node, Message)); } else { httpContext.Session[Node.ToString()] = entityListRecognized; return(new KeyValuePair <int, string>(Node, entity.EntityDescription)); } }
public ChatResponseDto GetChatResponse(int sessionId, string message, int node) { ChatDatabaseModel db = new ChatDatabaseModel(); ChatResponseDto responseDto = new ChatResponseDto(); #region Declaration AskMeContentManager contentManager = new AskMeContentManager(); AskMeCommon common = new AskMeCommon(message, node); string finalResponse = string.Empty; string phoneNumber = string.Empty; ChatIntent responseIntent = new ChatIntent(); List <ChatIntent> intentList = db.ChatIntent.ToList(); List <ChatEntity> entityList = db.ChatEntity.ToList(); ChatSession chatSession = db.ChatSession.Where(x => x.SessionId == sessionId).FirstOrDefault(); #endregion #region Prerequsite Check if (common.CheckEmptyMessage()) { finalResponse = "Sorry i did not understand"; List <string> suggestforEmpty = common.GetSuggestionList(); responseDto.Node = node; responseDto.Message = finalResponse; responseDto.Suggestion = suggestforEmpty; return(responseDto); } else { message = message.Trim(); } #endregion #region Has Atleast Unrecognized Entity var hasEntity = (from inte in intentList join ent in entityList on inte.ChatIntentId equals ent.ChatIntentId where inte.ChatIntentId == node select inte).ToList(); // Has Atleast Unrecognized Entity var hasUnrecognizedEntity = db.ChatSessionEntity.Where(x => x.SessionId == sessionId && x.NotRecognized).ToList(); if (hasEntity.Count > 0 && hasUnrecognizedEntity.Count > 0) { List <ChatSessionEntity> entityRecognized = hasUnrecognizedEntity; AskMeEntityExtraction entityMatch = new AskMeEntityExtraction(message, node, sessionId); KeyValuePair <int, string> oneEntityResponse = new KeyValuePair <int, string>(); if (entityRecognized.Where(x => x.EntityType.Contains("PASSCODE")).Any()) { oneEntityResponse = entityMatch.CheckIfAtleastOneEntitywithPasscode(entityRecognized); } else { oneEntityResponse = entityMatch.CheckIfAtleastOneEntityHasValue(entityRecognized); } finalResponse = replaceParam(oneEntityResponse.Value); node = oneEntityResponse.Key; List <string> suggestforEntity = common.GetSuggestionList(node); responseDto.Node = node; responseDto.Message = finalResponse; responseDto.Suggestion = suggestforEntity; return(responseDto); } #endregion #region Has one Intent with an Entity var hasOneChildIntent = (from inte in intentList where inte.ParentId == node select inte).ToList(); // Has one Intent with an Entity if (hasOneChildIntent.Count == 1) { ChatIntent childIntent = hasOneChildIntent.FirstOrDefault(); var hasOneIntentwithEntity = (from ent in entityList where ent.ChatIntentId == childIntent.ChatIntentId select ent).ToList(); if (hasOneIntentwithEntity.Count > 0) { List <ChatSessionEntity> entityRecognized = new List <ChatSessionEntity>(); List <ChatEntity> possibleEntities = hasOneIntentwithEntity; foreach (ChatEntity entity in possibleEntities) { ChatSessionEntity recognized = new ChatSessionEntity(); recognized.SessionId = sessionId; recognized.EntityType = entity.EntityType; recognized.EntityName = entity.EntityName; recognized.EntityValue = entity.EntityDescription; recognized.NotRecognized = true; entityRecognized.Add(recognized); db.ChatSessionEntity.Add(recognized); } db.SaveChanges(); AskMeEntityExtraction entityMatch = new AskMeEntityExtraction(message, childIntent.ChatIntentId, sessionId); KeyValuePair <int, string> oneEntityResponse = new KeyValuePair <int, string>(); if (entityRecognized.Where(x => x.EntityType.Contains("PASSCODE")).Any()) { oneEntityResponse = entityMatch.CheckIfAtleastOneEntitywithPasscode(entityRecognized); } else { oneEntityResponse = entityMatch.CheckIfAtleastOneEntityHasValue(entityRecognized); } finalResponse = replaceParam(oneEntityResponse.Value); node = oneEntityResponse.Key; List <string> suggestforEntity = common.GetSuggestionList(node); responseDto.Node = node; responseDto.Message = finalResponse; responseDto.Suggestion = suggestforEntity; return(responseDto); } } #endregion #region Main Channel AskMeChannel channel = new AskMeChannel(message, node, sessionId); responseIntent = channel.ChatInitializer(); bool hasRedirect = (responseIntent.RedirectIntent.HasValue) ? true : false; node = responseIntent.ChatIntentId; finalResponse = responseIntent.Response; if (responseIntent.NeedAuth) { bool hasBeenAuth = chatSession.isAuth && chatSession.SessionStart.AddDays(2) > DateTime.UtcNow; if (!hasBeenAuth) { ChatIntent authIntent = intentList.Where(x => x.IntentName.ToLower().Contains("auth")).FirstOrDefault(); node = authIntent.ChatIntentId; finalResponse = authIntent.Response; chatSession.IntentBeforeAuth = responseIntent.ChatIntentId; db.SaveChanges(); } } if (hasRedirect) // askpaymentspecialist) { int redirectIntentId = Convert.ToInt32(responseIntent.RedirectIntent); ChatIntent redirectIntent = intentList.Where(x => x.ChatIntentId == redirectIntentId).FirstOrDefault(); node = redirectIntent.ChatIntentId; finalResponse = redirectIntent.Response; } finalResponse = replaceParam(finalResponse); // Get Suggestions List List <string> suggest = common.GetSuggestionList(node); responseDto.Node = node; responseDto.Message = finalResponse; responseDto.Suggestion = suggest; return(responseDto); #endregion }
public KeyValuePair <int, string> CheckIfAtleastOneEntityHasValue(List <ChatSessionEntity> entityListRecognized) { AskMeEntityExtracttionNLP nlp = new AskMeEntityExtracttionNLP(); List <EntityRecognition> entityListMessage = new List <EntityRecognition>(); List <ChatEntity> entityListDb = db.ChatEntity.Where(x => x.ChatIntentId == Node).ToList(); if (entityListDb.Where(x => x.EntityType.Contains("PERSON")).Any() || entityListDb.Where(x => x.EntityType.Contains("LOCATION")).Any()) { entityListMessage = nlp.ExtractionChannel(Message); } HttpContext httpContext = HttpContext.Current; foreach (ChatSessionEntity entityRecognized in entityListRecognized) { if (entityRecognized.NotRecognized) { if (entityRecognized.EntityName.ToUpper().Contains("PERSON")) { if (entityListMessage.Where(x => x.EntityType == "PERSON").Any()) { entityRecognized.EntityValue = entityListMessage.Where(x => x.EntityType == "PERSON").Select(Y => Y.EntityValue).FirstOrDefault(); entityRecognized.EntityType = "PERSON"; entityRecognized.NotRecognized = false; if (entityRecognized.EntityName.ToUpper().Contains("USERNAME")) { httpContext.Session["authUser"] = entityRecognized.EntityValue; ChatSession chatSession = db.ChatSession.Where(x => x.SessionId == SessionId).FirstOrDefault(); chatSession.SessionUd = entityRecognized.EntityValue; db.SaveChanges(); } } } else if (entityRecognized.EntityName.ToUpper().Contains("LOCATION")) { if (entityListMessage.Where(x => x.EntityType == "LOCATION").Any()) { entityRecognized.EntityValue = entityListMessage.Where(x => x.EntityType == "LOCATION").Select(Y => Y.EntityValue).FirstOrDefault(); entityRecognized.EntityType = "LOCATION"; entityRecognized.NotRecognized = false; } } else if (entityRecognized.EntityName.ToUpper().Contains("NUMBER")) { string numericValue = new String(Message.Where(Char.IsDigit).ToArray()); if (numericValue.Length > 0) { entityRecognized.EntityValue = numericValue; entityRecognized.EntityType = "NUMBER"; entityRecognized.NotRecognized = false; } } } } string noEntityMessage = string.Empty; foreach (ChatSessionEntity recognized in entityListRecognized) { ChatSessionEntity sessionEntity = new ChatSessionEntity(); sessionEntity.SessionId = SessionId; sessionEntity.EntityType = recognized.EntityType; sessionEntity.EntityName = recognized.EntityName; sessionEntity.EntityValue = recognized.EntityValue; sessionEntity.NotRecognized = recognized.NotRecognized; if (recognized.NotRecognized) { noEntityMessage = noEntityMessage + recognized.EntityValue + " "; } } db.SaveChanges(); if (noEntityMessage.Length > 1) { Message = noEntityMessage; httpContext.Session[Node.ToString()] = entityListRecognized; } else { AskMeOnlineApi onlineApi = new AskMeOnlineApi(); ChatIntent forOnline = db.ChatIntent.Where(x => x.ChatIntentId == Node).FirstOrDefault(); return(onlineApi.OnlineApiChannelforNLP(forOnline, entityListRecognized)); } return(new KeyValuePair <int, string>(Node, Message)); }
public ChatIntent GetEntityforIntentfromNLP(ChatIntent responseIntent) { AskMeEntityExtracttionNLP nlp = new AskMeEntityExtracttionNLP(); List <EntityRecognition> entityListMessage = new List <EntityRecognition>(); List <EntityRecognized> entityListRecognized = new List <EntityRecognized>(); List <ChatEntity> entityListDb = db.ChatEntity.Where(x => x.ChatIntentId == Node).ToList(); if (entityListDb.Where(x => x.EntityType.Contains("PERSON")).Any() || entityListDb.Where(x => x.EntityType.Contains("LOCATION")).Any()) { entityListMessage = nlp.ExtractionChannel(Message); } HttpContext httpContext = HttpContext.Current; foreach (ChatEntity entity in entityListDb) { if (entity.EntityType.ToUpper().Contains("PERSON") && entityListMessage.Count > 0) { var hasRecognition = entityListMessage.Where(x => x.EntityType == "PERSON"); if (hasRecognition.Any()) { EntityRecognition recog = hasRecognition.FirstOrDefault(); EntityRecognized recognized = new EntityRecognized(); recognized.EntityType = entity.EntityType; recognized.EntityName = entity.EntityName; recognized.EntityValue = recog.EntityValue; recognized.NotRecognized = false; entityListRecognized.Add(recognized); if (entity.EntityName.ToUpper().Contains("USERNAME")) { httpContext.Session["authUser"] = recog.EntityValue; ChatSession chatSession = db.ChatSession.Where(x => x.SessionId == SessionId).FirstOrDefault(); chatSession.SessionUd = recog.EntityValue; db.SaveChanges(); } } } else if (entity.EntityType.ToUpper().Contains("LOCATION") && entityListMessage.Count > 0) { var hasRecognition = entityListMessage.Where(x => x.EntityType == "LOCATION"); if (hasRecognition.Any()) { EntityRecognition recog = hasRecognition.FirstOrDefault(); EntityRecognized recognized = new EntityRecognized(); recognized.EntityType = entity.EntityType; recognized.EntityName = entity.EntityName; recognized.EntityValue = recog.EntityValue; recognized.NotRecognized = false; entityListRecognized.Add(recognized); } } else if (entity.EntityType.ToUpper().Contains("NUMBER") && entityListMessage.Count > 0) { string numericValue = new String(Message.Where(Char.IsDigit).ToArray()); if (numericValue.Length > 0) { EntityRecognized recognized = new EntityRecognized(); recognized.EntityType = entity.EntityType; recognized.EntityName = entity.EntityName; recognized.EntityValue = numericValue; recognized.NotRecognized = false; entityListRecognized.Add(recognized); } } else { EntityRecognized recognized = new EntityRecognized(); recognized.EntityType = entity.EntityType; recognized.EntityName = entity.EntityName; recognized.EntityValue = entity.EntityDescription; recognized.NotRecognized = true; entityListRecognized.Add(recognized); } } string noEntityMessage = string.Empty; List <ChatSessionEntity> sessionEntityList = new List <ChatSessionEntity>(); foreach (EntityRecognized recognized in entityListRecognized) { ChatSessionEntity sessionEntity = new ChatSessionEntity(); sessionEntity.SessionId = SessionId; sessionEntity.EntityType = recognized.EntityType; sessionEntity.EntityName = recognized.EntityName; sessionEntity.EntityValue = recognized.EntityValue; sessionEntity.NotRecognized = recognized.NotRecognized; db.ChatSessionEntity.Add(sessionEntity); sessionEntityList.Add(sessionEntity); if (recognized.NotRecognized) { noEntityMessage = noEntityMessage + recognized.EntityValue + " "; } } db.SaveChanges(); if (noEntityMessage.Length > 1) { Message = noEntityMessage; httpContext.Session[Node.ToString()] = entityListRecognized; } else { AskMeOnlineApi onlineApi = new AskMeOnlineApi(); ChatIntent forOnline = db.ChatIntent.Where(x => x.ChatIntentId == Node).FirstOrDefault(); KeyValuePair <int, string> onlineResponse = onlineApi.OnlineApiChannelforNLP(forOnline, sessionEntityList); Node = onlineResponse.Key; Message = onlineResponse.Value; } responseIntent.ChatIntentId = Node; responseIntent.Response = Message; return(responseIntent); }