Merge for CRFsuite algrithm

.vscode/launch.json

@@ -10,9 +10,9 @@
             "request": "launch",
             "preLaunchTask": "build",
             // If you have changed target frameworks, make sure to update the program path.
-            "program": "${workspaceFolder}/BotSharp.UnitTest/bin/Debug/netcoreapp2.0/BotSharp.UnitTest.dll",
+            "program": "${workspaceFolder}/BotSharp.WebHost/bin/Debug/netcoreapp2.1/BotSharp.WebHost.dll",
             "args": [],
-            "cwd": "${workspaceFolder}/BotSharp.UnitTest",
+            "cwd": "${workspaceFolder}/BotSharp.WebHost",
             // For more information about the 'console' field, see https://github.com/OmniSharp/omnisharp-vscode/blob/master/debugger-launchjson.md#console-terminal-window
             "console": "internalConsole",
             "stopAtEntry": false,

BotSharp.Core/Agents/Agent.cs

@@ -1,4 +1,5 @@
-using BotSharp.Core.Entities;
+using BotSharp.Core.Engines;
+using BotSharp.Core.Entities;
 using BotSharp.Core.Intents;
 using EntityFrameworkCore.BootKit;
 using Newtonsoft.Json;
@@ -73,6 +74,9 @@ public String Birthday
         [ForeignKey("AgentId")]
         public AgentMlConfig MlConfig { get; set; }
 
+        [NotMapped]
+        public TrainingCorpus Corpus { get; set; }
+
         [ForeignKey("AgentId")]
         public List<AgentIntegration> Integrations { get; set; }
     }

BotSharp.Core/Engines/BotEngineBase.cs

@@ -176,8 +176,7 @@ join ees in dc.Table<EntrySynonym>() on ee.Id equals ees.EntityEntryId
 
         public virtual void Train()
         {
-            var trainer = new BotTrainer(agent.Id, dc);
-            trainer.Train(agent);
+
         }
 
     }

BotSharp.Core/Engines/BotSharp/BotSharpAi.cs

@@ -11,10 +11,11 @@ public AIResponse TextRequest(AIRequest request)
         {
             throw new NotImplementedException();
         }
-
         public override void Train()
         {
-
+            agent.Corpus = GetIntentExpressions();
+            var trainer = new BotTrainer(agent.Id, dc);
+            trainer.Train(agent);
         }
     }
 }