ATS SPACY

// ============ START OF SpaCy NER ============
                /*
                var spacy = new Spacy();
                var nlp = spacy.Load("en_core_web_lg");
                var doc = nlp.GetDocument(pageFinalString);

                CandidateModel candidateModel = new CandidateModel();
                ParsedResumeDeserializeModel model = new ParsedResumeDeserializeModel();

                if (doc.Ents.Count > 0)
                {
                    Console.WriteLine("====================== EN_CORE_WEB_LG (Large) ======================");

                    foreach (SpacyDotNet.Span ent in doc.Ents)
                    {
                        Console.WriteLine($"Text: {ent.Text}, Category: {ent.Label}, SubCategory: N/A, Confidence score: N/A");

                        switch (ent.Label.ToString())
                        {
                            case "PERSON":
                                model.Person.Add(ent.Text);
                                break;
                            case "GPE":
                                model.Location.Add(ent.Text);
                                break;
                            case "ORG":
                                if (ent.Text.Contains(".net") || ent.Text.Contains(".com") || ent.Text.Contains("http"))
                                {
                                    model.WebAddress.Add(ent.Text);
                                }
                                else
                                {
                                    model.Organization.Add(ent.Text);
                                }                                
                                break;
                            case "PhoneNumber":
                                model.Phone.Add(ent.Text);
                                break;
                            case "Email":
                                model.EmailOrURL.Add(ent.Text);
                                break;
                            case "URL":
                                model.WebAddress.Add(ent.Text);
                                break;
                            case "PersonType":
                                model.PersonType.Add(ent.Text);
                                break;
                            default:
                                break;
                        }
                    }

                    // Create candidate profile with details
                    candidateModel.FullNameAsPerNricPassport = model.Person.FirstOrDefault();
                    if (!string.IsNullOrEmpty(candidateModel.FullNameAsPerNricPassport))
                    {
                        candidateModel.FirstName = candidateModel.FullNameAsPerNricPassport.Split(' ').FirstOrDefault();
                        candidateModel.LastName = candidateModel.FullNameAsPerNricPassport.Split(' ').LastOrDefault();
                    }
                    candidateModel.Email = model.EmailOrURL.FirstOrDefault();
                    candidateModel.MobilePhone = model.Phone.FirstOrDefault();
                    candidateModel.StreetAddress = model.Location.FirstOrDefault();
                    candidateModel.WebAddress = string.Join("; ", model.WebAddress);                   
                }
                */
                // ============ END OF SpaCy NER ============