diff --git a/BotSharp.Core/Engines/Rasa/RasaResponse.cs b/BotSharp.Core/Engines/Rasa/RasaResponse.cs
index af3694e6..b9f5e374 100644
--- a/BotSharp.Core/Engines/Rasa/RasaResponse.cs
+++ b/BotSharp.Core/Engines/Rasa/RasaResponse.cs
@@ -15,6 +15,10 @@ namespace BotSharp.Core.Models
         public List<RasaResponseEntity> Entities { get; set; }
 
         public String Text { get; set; }
+
+        public String Project { get; set; }
+
+        public String Model { get; set; }
     }
 
     public class RasaResponseIntent
diff --git a/BotSharp.RestApi/BotSharp.RestApi.csproj b/BotSharp.RestApi/BotSharp.RestApi.csproj
index 7cbd306a..4f92570f 100644
--- a/BotSharp.RestApi/BotSharp.RestApi.csproj
+++ b/BotSharp.RestApi/BotSharp.RestApi.csproj
@@ -19,11 +19,11 @@
 
   <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|AnyCPU'">
     <DocumentationFile>bin\Debug\netcoreapp2.1\BotSharp.RestApi.xml</DocumentationFile>
-    <DefineConstants>TRACE;DEBUG;MODE_DIALOGFLOW</DefineConstants>
+    <DefineConstants>TRACE;DEBUG;MODE_RASA</DefineConstants>
   </PropertyGroup>
 
   <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Release|AnyCPU'">
-    <DefineConstants>TRACE;MODE_DIALOGFLOW</DefineConstants>
+    <DefineConstants>TRACE;MODE_DIALOGFLOW;RELEASE;NETCOREAPP;NETCOREAPP2_1;RELEASE;NETCOREAPP;NETCOREAPP2_1</DefineConstants>
   </PropertyGroup>
 
   <ItemGroup>
diff --git a/BotSharp.RestApi/Dialogflow/QueryController.cs b/BotSharp.RestApi/Dialogflow/QueryController.cs
index 15c546e3..da8ec268 100644
--- a/BotSharp.RestApi/Dialogflow/QueryController.cs
+++ b/BotSharp.RestApi/Dialogflow/QueryController.cs
@@ -13,7 +13,6 @@ namespace BotSharp.RestApi.Dialogflow
     /// <summary>
     /// Dialogflow mode query controller
     /// </summary>
-    [Authorize]
     [Route("v1/[controller]")]
     public class QueryController : ControllerBase
     {
diff --git a/BotSharp.RestApi/Rasa/ConfigController.cs b/BotSharp.RestApi/Rasa/ConfigController.cs
new file mode 100644
index 00000000..f86be9f4
--- /dev/null
+++ b/BotSharp.RestApi/Rasa/ConfigController.cs
@@ -0,0 +1,28 @@
+using Microsoft.AspNetCore.Mvc;
+using Newtonsoft.Json.Linq;
+using System;
+using System.Collections.Generic;
+using System.Text;
+
+namespace BotSharp.RestApi.Rasa
+{
+#if MODE_RASA
+    [Route("[controller]")]
+    public class ConfigController : ControllerBase
+    {
+        [HttpGet]
+        public ActionResult<RasaVersionModel> Get()
+        {
+            var status = new RasaStatusModel();
+            status.AvailableProjects = JObject.FromObject(new RasaProjectModel
+            {
+                Status = "ready",
+                AvailableModels = new List<string> { "model_XXXXXX" },
+                LoadedModels = new List<string> { "model_XXXXXX" }
+            });
+
+            return Ok(status);
+        }
+    }
+#endif
+}
diff --git a/BotSharp.RestApi/Rasa/ParseController.cs b/BotSharp.RestApi/Rasa/ParseController.cs
new file mode 100644
index 00000000..5deb8e76
--- /dev/null
+++ b/BotSharp.RestApi/Rasa/ParseController.cs
@@ -0,0 +1,55 @@
+using BotSharp.Core.Engines;
+using BotSharp.Core.Models;
+using Microsoft.AspNetCore.Mvc;
+using System;
+using System.Collections.Generic;
+using System.Text;
+
+namespace BotSharp.RestApi.Rasa
+{
+#if MODE_RASA
+    [Route("[controller]")]
+    public class ParseController : ControllerBase
+    {
+        private readonly IBotPlatform _platform;
+
+        /// <summary>
+        /// Initialize dialog controller and get a platform instance
+        /// </summary>
+        /// <param name="platform"></param>
+        public ParseController(IBotPlatform platform)
+        {
+            _platform = platform;
+        }
+
+        [HttpPost]
+        public ActionResult<RasaResponse> Parse(RasaRequestModel request)
+        {
+            String clientAccessToken = Request.Headers["ClientAccessToken"];
+            var config = new AIConfiguration(clientAccessToken, SupportedLanguage.English);
+            config.SessionId = "rasa nlu";
+
+            _platform.LoadAgent(clientAccessToken);
+
+            var aIResponse = _platform.TextRequest(new AIRequest
+            {
+                Query = new String[] { request.Text }
+            });
+
+            return new RasaResponse
+            {
+                Intent = new RasaResponseIntent
+                {
+                    Name = aIResponse.Result.Metadata.IntentName,
+                    Confidence = aIResponse.Result.Score
+                },
+                Entities = new List<RasaResponseEntity>
+                {
+
+                },
+                Text = request.Text
+            };
+        }
+    }
+#endif
+}
diff --git a/BotSharp.RestApi/Rasa/RasaConfigModel.cs b/BotSharp.RestApi/Rasa/RasaConfigModel.cs
new file mode 100644
index 00000000..382b5ee6
--- /dev/null
+++ b/BotSharp.RestApi/Rasa/RasaConfigModel.cs
@@ -0,0 +1,13 @@
+using System;
+using System.Collections.Generic;
+using System.Text;
+
+namespace BotSharp.RestApi.Rasa
+{
+    public class RasaConfigModel
+    {
+        public string Config { get; set; }
+
+        public string Data { get; set; }
+    }
+}
diff --git a/BotSharp.RestApi/Rasa/RasaRequestModel.cs b/BotSharp.RestApi/Rasa/RasaRequestModel.cs
new file mode 100644
index 00000000..902e5607
--- /dev/null
+++ b/BotSharp.RestApi/Rasa/RasaRequestModel.cs
@@ -0,0 +1,17 @@
+using Newtonsoft.Json;
+using System;
+using System.Collections.Generic;
+using System.Text;
+
+namespace BotSharp.RestApi.Rasa
+{
+    public class RasaRequestModel
+    {
+        [JsonProperty("q")]
+        public string Text { get; set; }
+
+        public string Project { get; set; }
+
+        public string Model { get; set; }
+    }
+}
diff --git a/BotSharp.RestApi/Rasa/RasaStatusModel.cs b/BotSharp.RestApi/Rasa/RasaStatusModel.cs
new file mode 100644
index 00000000..39154e36
--- /dev/null
+++ b/BotSharp.RestApi/Rasa/RasaStatusModel.cs
@@ -0,0 +1,26 @@
+using Newtonsoft.Json;
+using Newtonsoft.Json.Linq;
+using System;
+using System.Collections.Generic;
+using System.Text;
+
+namespace BotSharp.RestApi.Rasa
+{
+    public class RasaStatusModel
+    {
+        [JsonProperty("available_projects")]
+        public JObject AvailableProjects { get; set; }
+    }
+
+    public class RasaProjectModel
+    {
+        [JsonProperty("status")]
+        public string Status { get; set; }
+
+        [JsonProperty("available_models")]
+        public List<string> AvailableModels { get; set; }
+
+        [JsonProperty("loaded_models")]
+        public List<string> LoadedModels { get; set; }
+    }
+}
diff --git a/BotSharp.RestApi/Rasa/RasaVersionModel.cs b/BotSharp.RestApi/Rasa/RasaVersionModel.cs
new file mode 100644
index 00000000..7fd69128
--- /dev/null
+++ b/BotSharp.RestApi/Rasa/RasaVersionModel.cs
@@ -0,0 +1,15 @@
+using Newtonsoft.Json;
+using System;
+using System.Collections.Generic;
+using System.Text;
+
+namespace BotSharp.RestApi.Rasa
+{
+    public class RasaVersionModel
+    {
+        public string Version { get; set; }
+
+        [JsonProperty("minimum_compatible_version")]
+        public string MinimumCompatibleVersion { get; set; }
+    }
+}
diff --git a/BotSharp.RestApi/Rasa/StatusController.cs b/BotSharp.RestApi/Rasa/StatusController.cs
new file mode 100644
index 00000000..f6b2617f
--- /dev/null
+++ b/BotSharp.RestApi/Rasa/StatusController.cs
@@ -0,0 +1,27 @@
+using Microsoft.AspNetCore.Mvc;
+using Newtonsoft.Json.Linq;
+using System;
+using System.Collections.Generic;
+using System.Text;
+
+namespace BotSharp.RestApi.Rasa
+{
+#if MODE_RASA
+    [Route("[controller]")]
+    public class StatusController : ControllerBase
+    {
+        [HttpGet]
+        public ActionResult<RasaVersionModel> Get()
+        {
+            var status = new RasaStatusModel();
+            status.AvailableProjects = JObject.FromObject(new RasaProjectModel
+            {
+                Status = "ready",
+                AvailableModels = new List<string> { "<model_XXXXXX>" }
+            });
+
+            return Ok(status);
+        }
+    }
+#endif
+}
diff --git a/BotSharp.RestApi/Rasa/VersionController.cs b/BotSharp.RestApi/Rasa/VersionController.cs
new file mode 100644
index 00000000..b3f86a0a
--- /dev/null
+++ b/BotSharp.RestApi/Rasa/VersionController.cs
@@ -0,0 +1,23 @@
+using Microsoft.AspNetCore.Mvc;
+using System;
+using System.Collections.Generic;
+using System.Text;
+
+namespace BotSharp.RestApi.Rasa
+{
+#if MODE_RASA
+    [Route("[controller]")]
+    public class VersionController : ControllerBase
+    {
+        [HttpGet]
+        public ActionResult<RasaVersionModel> Get()
+        {
+            return Ok(new RasaVersionModel
+            {
+                Version = "0.13.0",
+                MinimumCompatibleVersion = "0.13.0"
+            });
+        }
+    }
+#endif
+}
diff --git a/BotSharp.WebHost/BotSharp.WebHost.csproj b/BotSharp.WebHost/BotSharp.WebHost.csproj
index 146dd9b0..38607d2b 100644
--- a/BotSharp.WebHost/BotSharp.WebHost.csproj
+++ b/BotSharp.WebHost/BotSharp.WebHost.csproj
@@ -5,6 +5,10 @@
     <RuntimeIdentifiers>Portable;win10-x64;centos.7-x64</RuntimeIdentifiers>
   </PropertyGroup>
 
+  <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Debug|AnyCPU'">
+    <DefineConstants>TRACE;DEBUG;MODE_RASA</DefineConstants>
+  </PropertyGroup>
+
   <ItemGroup>
     <Compile Remove="App_Data\ModelFiles\**" />
     <Compile Remove="App_Data\NewFolder\**" />
diff --git a/BotSharp.WebHost/Program.cs b/BotSharp.WebHost/Program.cs
index 19cc1605..4bedf365 100644
--- a/BotSharp.WebHost/Program.cs
+++ b/BotSharp.WebHost/Program.cs
@@ -27,7 +27,11 @@ namespace BotSharp.WebHost
                         config.AddJsonFile(setting, optional: false, reloadOnChange: true);
                     });
                 })
+#if MODE_RASA
+                .UseUrls("http://0.0.0.0:5000")
+#else
                 .UseUrls("http://0.0.0.0:3112")
+#endif
                 .UseStartup<Startup>()
                 .Build();
     }