Added Formatting options

Added Bootstrap toggle library for UI
Added injection points for input/output modification

aiserver.py

@@ -4,15 +4,18 @@
 # By: KoboldAIDev
 #==================================================================#
 
+# External packages
 from os import path, getcwd
 import tkinter as tk
 from tkinter import messagebox
 import json
 import torch
 
+# KoboldAI
 import fileops
 import gensettings
 from utils import debounce
+import utils
 
 #==================================================================#
 # Variables & Storage
@@ -69,6 +72,7 @@ class vars:
     hascuda     = False  # Whether torch has detected CUDA on the system
     usegpu      = False  # Whether to launch pipeline with GPU support
     custmodpth  = ""     # Filesystem location of custom model to run
+    formatoptns = {}     # Container for state of formatting options
 
 #==================================================================#
 # Function to get model selection at startup
@@ -349,6 +353,23 @@ def get_message(msg):
         vars.andepth = int(msg['data'])
         emit('from_server', {'cmd': 'setlabelanotedepth', 'data': msg['data']})
         settingschanged()
+    # Format - Trim incomplete sentences
+    elif(msg['cmd'] == 'frmttriminc'):
+        if('frmttriminc' in vars.formatoptns):
+            vars.formatoptns["frmttriminc"] = msg['data']
+        settingschanged()
+    elif(msg['cmd'] == 'frmtrmblln'):
+        if('frmtrmblln' in vars.formatoptns):
+            vars.formatoptns["frmtrmblln"] = msg['data']
+        settingschanged()
+    elif(msg['cmd'] == 'frmtrmspch'):
+        if('frmtrmspch' in vars.formatoptns):
+            vars.formatoptns["frmtrmspch"] = msg['data']
+        settingschanged()
+    elif(msg['cmd'] == 'frmtadsnsp'):
+        if('frmtadsnsp' in vars.formatoptns):
+            vars.formatoptns["frmtadsnsp"] = msg['data']
+        settingschanged()
 
 #==================================================================#
 #   
@@ -368,6 +389,13 @@ def sendsettings():
     else:
         for set in gensettings.gensettingsik:
             emit('from_server', {'cmd': 'addsetting', 'data': set})
+    
+    # Send formatting options
+    for frm in gensettings.formatcontrols:
+        emit('from_server', {'cmd': 'addformat', 'data': frm})
+        # Add format key to vars if it wasn't loaded with client.settings
+        if(not frm["id"] in vars.formatoptns):
+            vars.formatoptns[frm["id"]] = False;
 
 #==================================================================#
 #   
@@ -375,14 +403,15 @@ def sendsettings():
 def savesettings():
      # Build json to write
     js = {}
-    js["apikey"]     = vars.apikey
+    js["apikey"]      = vars.apikey
-    js["andepth"]    = vars.andepth
+    js["andepth"]     = vars.andepth
-    js["temp"]       = vars.temp
+    js["temp"]        = vars.temp
-    js["top_p"]      = vars.top_p
+    js["top_p"]       = vars.top_p
-    js["rep_pen"]    = vars.rep_pen
+    js["rep_pen"]     = vars.rep_pen
-    js["genamt"]     = vars.genamt
+    js["genamt"]      = vars.genamt
-    js["max_length"] = vars.max_length
+    js["max_length"]  = vars.max_length
-    js["ikgen"]      = vars.ikgen
+    js["ikgen"]       = vars.ikgen
+    js["formatoptns"] = vars.formatoptns
     
     # Write it
     file = open("client.settings", "w")
@@ -417,6 +446,8 @@ def loadsettings():
             vars.max_length = js["max_length"]
         if("ikgen" in js):
             vars.ikgen      = js["ikgen"]
+        if("formatoptns" in js):
+            vars.formatoptns = js["formatoptns"]
         
         file.close()
 
@@ -436,14 +467,22 @@ def actionsubmit(data):
         return
     set_aibusy(1)
     if(not vars.gamestarted):
-        vars.gamestarted = True # Start the game
+        # Start the game
-        vars.prompt = data # Save this first action as the prompt
+        vars.gamestarted = True
-        emit('from_server', {'cmd': 'updatescreen', 'data': 'Please wait, generating story...'}) # Clear the startup text from game screen
+        # Save this first action as the prompt
+        vars.prompt = data
+        # Clear the startup text from game screen
+        emit('from_server', {'cmd': 'updatescreen', 'data': 'Please wait, generating story...'})
         calcsubmit(data) # Run the first action through the generator
     else:
         # Dont append submission if it's a blank/continue action
         if(data != ""):
+            # Apply input formatting & scripts before sending to tokenizer
+            data = applyinputformatting(data)
+            # Store the result in the Action log
             vars.actions.append(data)
+        
+        # Off to the tokenizer!
         calcsubmit(data)
 
 #==================================================================#
@@ -594,7 +633,12 @@ def generate(txt, min, max):
         temperature=vars.temp
         )[0]["generated_text"]
     print("{0}{1}{2}".format(colors.CYAN, genout, colors.END))
-    vars.actions.append(getnewcontent(genout))
+    
+    # Format output before continuing
+    genout = applyoutputformatting(getnewcontent(genout))
+    
+    # Add formatted text to Actions array and refresh the game screen
+    vars.actions.append(genout)
     refresh_story()
     emit('from_server', {'cmd': 'texteffect', 'data': len(vars.actions)})
     
@@ -611,7 +655,7 @@ def formatforhtml(txt):
     return txt.replace("\\r", "<br/>").replace("\\n", "<br/>").replace('\n', '<br/>').replace('\r', '<br/>')
 
 #==================================================================#
-#  Strips submitted text from the text returned by the AI
+# Strips submitted text from the text returned by the AI
 #==================================================================#
 def getnewcontent(txt):
     ln = len(vars.actions)
@@ -622,6 +666,35 @@ def getnewcontent(txt):
     
     return (txt.split(delim)[-1])
 
+#==================================================================#
+# Applies chosen formatting options to text submitted to AI
+#==================================================================#
+def applyinputformatting(txt):
+    # Add sentence spacing
+    if(vars.formatoptns["frmtadsnsp"]):
+        txt = utils.addsentencespacing(txt, vars.actions)
+    
+    return txt
+
+#==================================================================#
+# Applies chosen formatting options to text returned from AI
+#==================================================================#
+def applyoutputformatting(txt):
+    # Use standard quotes and apostrophes
+    txt = utils.fixquotes(txt)
+    
+    # Trim incomplete sentences
+    if(vars.formatoptns["frmttriminc"]):
+        txt = utils.trimincompletesentence(txt)
+    # Replace blank lines
+    if(vars.formatoptns["frmtrmblln"]):
+        txt = utils.replaceblanklines(txt)
+    # Remove special characters
+    if(vars.formatoptns["frmtrmspch"]):
+        txt = utils.removespecialchars(txt)
+    
+    return txt
+
 #==================================================================#
 # Sends the current story content to the Game Screen
 #==================================================================#
@@ -637,6 +710,9 @@ def refresh_story():
 # Sends the current generator settings to the Game Menu
 #==================================================================#
 def refresh_settings():
+    # Suppress toggle change events while loading state
+    emit('from_server', {'cmd': 'allowtoggle', 'data': False})
+    
     if(vars.model != "InferKit"):
         emit('from_server', {'cmd': 'updatetemp', 'data': vars.temp})
         emit('from_server', {'cmd': 'updatetopp', 'data': vars.top_p})
@@ -649,6 +725,14 @@ def refresh_settings():
         emit('from_server', {'cmd': 'updateikgen', 'data': vars.ikgen})
     
     emit('from_server', {'cmd': 'updateanotedepth', 'data': vars.andepth})
+    
+    emit('from_server', {'cmd': 'updatefrmttriminc', 'data': vars.formatoptns["frmttriminc"]})
+    emit('from_server', {'cmd': 'updatefrmtrmblln', 'data': vars.formatoptns["frmtrmblln"]})
+    emit('from_server', {'cmd': 'updatefrmtrmspch', 'data': vars.formatoptns["frmtrmspch"]})
+    emit('from_server', {'cmd': 'updatefrmtadsnsp', 'data': vars.formatoptns["frmtadsnsp"]})
+    
+    # Allow toggle events again
+    emit('from_server', {'cmd': 'allowtoggle', 'data': True})
 
 #==================================================================#
 #  Sets the logical and display states for the AI Busy condition

gensettings.py

@@ -86,4 +86,25 @@ gensettingsik =[{
 	"step": 2,
 	"default": 200,
     "tooltip": "Number of characters the AI should generate."
-	}]
+	}]
+
+formatcontrols = [{
+    "label": "Trim incomplete sentences",
+    "id": "frmttriminc",
+    "tooltip": "Remove text after last sentence closure.  If no closure is found, all tokens will be returned."
+    },
+    {
+    "label": "Remove blank lines",
+    "id": "frmtrmblln",
+    "tooltip": "Replace double newlines (\\n\\n) with single newlines to avoid blank lines."
+    },
+    {
+    "label": "Remove special characters",
+    "id": "frmtrmspch",
+    "tooltip": "Remove special characters (@,#,%,^, etc)"
+    },
+    {
+    "label": "Add sentence spacing",
+    "id": "frmtadsnsp",
+    "tooltip": "If the last action ended with punctuation, add a space to the beginning of the next action."
+    }]

static/application.js

@@ -11,6 +11,7 @@ var button_newgame;
 var button_save;
 var button_load;
 var button_settings;
+var button_format;
 var button_send;
 var button_actedit;
 var button_actmem;
@@ -21,6 +22,7 @@ var game_text;
 var input_text;
 var message_text;
 var settings_menu;
+var format_menu;
 var anote_menu;
 var anote_input;
 var anote_labelcur;
@@ -30,6 +32,10 @@ var anote_slider;
 var shift_down   = false;
 var do_clear_ent = false;
 
+// Display vars
+var allowtoggle = false;
+var formatcount = 0;
+
 //=================================================================//
 //  METHODS
 //=================================================================//
@@ -58,16 +64,44 @@ function addSetting(ob) {
 	</div>\
 	</div>");
 	// Set references to HTML objects
-	refin = $("#"+ob.id);
+	var refin = $("#"+ob.id);
-	reflb = $("#"+ob.id+"cur");
+	var reflb = $("#"+ob.id+"cur");
-	window["setting_"+ob.id] = refin;
+	window["setting_"+ob.id] = refin;  // Is this still needed?
-	window["label_"+ob.id]   = reflb;
+	window["label_"+ob.id]   = reflb;  // Is this still needed?
 	// Add event function to input
 	refin.on("input", function () {
 		socket.send({'cmd': $(this).attr('id'), 'data': $(this).val()});
 	});
 }
 
+function addFormat(ob) {
+	// Check if we need to make a new column for this button
+	if(formatcount == 0) {
+		format_menu.append("<div class=\"formatcolumn\"></div>");
+	}
+	// Get reference to the last child column
+	var ref = $("#formatmenu > div").last();
+	// Add format block to Format Menu
+	ref.append("<div class=\"formatrow\">\
+		<input type=\"checkbox\" data-toggle=\"toggle\" data-onstyle=\"success\" id=\""+ob.id+"\">\
+		<span class=\"formatlabel\">"+ob.label+" </span>\
+		<span class=\"helpicon\">?<span class=\"helptext\">"+ob.tooltip+"</span></span>\
+	</div>");
+	// Tell Bootstrap-Toggle to render the new checkbox
+	$("input[type=checkbox]").bootstrapToggle();
+	// Add event to input
+	$("#"+ob.id).on("change", function () {
+		if(allowtoggle) {
+			socket.send({'cmd': $(this).attr('id'), 'data': $(this).prop('checked')});
+		}
+	});
+	// Increment display variable
+	formatcount++;
+	if(formatcount == 2) {
+		formatcount = 0;
+	}
+}
+
 function enableButtons(refs) {
 	for(i=0; i<refs.length; i++) {
 		refs[i].prop("disabled",false);
@@ -207,6 +241,7 @@ $(document).ready(function(){
 	button_save     = $('#btn_save');
 	button_load     = $('#btn_load');
 	button_settings = $('#btn_settings');
+	button_format   = $('#btn_format');
 	button_send     = $('#btnsend');
 	button_actedit  = $('#btn_actedit');
 	button_actmem   = $('#btn_actmem');
@@ -217,6 +252,7 @@ $(document).ready(function(){
 	input_text      = $('#input_text');
 	message_text    = $('#messagefield');
 	settings_menu   = $("#settingsmenu");
+	format_menu     = $('#formatmenu');
 	anote_menu      = $('#anoterowcontainer');
 	anote_input     = $('#anoteinput');
 	anote_labelcur  = $('#anotecur');
@@ -233,6 +269,7 @@ $(document).ready(function(){
 			connect_status.addClass("color_green");
 			// Reset Settings Menu
 			settings_menu.html("");
+			format_menu.html("");
 		} else if(msg.cmd == "updatescreen") {
 			// Send game content to Game Screen
 			game_text.html(msg.data);
@@ -340,6 +377,24 @@ $(document).ready(function(){
 		} else if(msg.cmd == "addsetting") {
 			// Add setting controls
 			addSetting(msg.data);
+		} else if(msg.cmd == "addformat") {
+			// Add setting controls
+			addFormat(msg.data);
+		} else if(msg.cmd == "updatefrmttriminc") {
+			// Update toggle state
+			$("#frmttriminc").prop('checked', msg.data).change()
+		} else if(msg.cmd == "updatefrmtrmblln") {
+			// Update toggle state
+			$("#frmtrmblln").prop('checked', msg.data).change()
+		} else if(msg.cmd == "updatefrmtrmspch") {
+			// Update toggle state
+			$("#frmtrmspch").prop('checked', msg.data).change()
+		} else if(msg.cmd == "updatefrmtadsnsp") {
+			// Update toggle state
+			$("#frmtadsnsp").prop('checked', msg.data).change()
+		} else if(msg.cmd == "allowtoggle") {
+			// Allow toggle change states to propagate
+			allowtoggle = msg.data;
 		}
     });	
 	
@@ -390,6 +445,10 @@ $(document).ready(function(){
 		$('#settingsmenu').slideToggle("slow");
 	});
 	
+	button_format.on("click", function(ev) {
+		$('#formatmenu').slideToggle("slow");
+	});
+	
 	$("#btn_savesettings").on("click", function(ev) {
 		socket.send({'cmd': 'savesettings', 'data': ''});
 	});

static/bootstrap-toggle.min.css

@@ -0,0 +1,28 @@
+/*! ========================================================================
+ * Bootstrap Toggle: bootstrap-toggle.css v2.2.0
+ * http://www.bootstraptoggle.com
+ * ========================================================================
+ * Copyright 2014 Min Hur, The New York Times Company
+ * Licensed under MIT
+ * ======================================================================== */
+.checkbox label .toggle,.checkbox-inline .toggle{margin-left:-20px;margin-right:5px}
+.toggle{position:relative;overflow:hidden}
+.toggle input[type=checkbox]{display:none}
+.toggle-group{position:absolute;width:200%;top:0;bottom:0;left:0;transition:left .35s;-webkit-transition:left .35s;-moz-user-select:none;-webkit-user-select:none}
+.toggle.off .toggle-group{left:-100%}
+.toggle-on{position:absolute;top:0;bottom:0;left:0;right:50%;margin:0;border:0;border-radius:0}
+.toggle-off{position:absolute;top:0;bottom:0;left:50%;right:0;margin:0;border:0;border-radius:0}
+.toggle-handle{position:relative;margin:0 auto;padding-top:0;padding-bottom:0;height:100%;width:0;border-width:0 1px}
+.toggle.btn{min-width:59px;min-height:34px}
+.toggle-on.btn{padding-right:24px}
+.toggle-off.btn{padding-left:24px}
+.toggle.btn-lg{min-width:79px;min-height:45px}
+.toggle-on.btn-lg{padding-right:31px}
+.toggle-off.btn-lg{padding-left:31px}
+.toggle-handle.btn-lg{width:40px}
+.toggle.btn-sm{min-width:50px;min-height:30px}
+.toggle-on.btn-sm{padding-right:20px}
+.toggle-off.btn-sm{padding-left:20px}
+.toggle.btn-xs{min-width:35px;min-height:22px}
+.toggle-on.btn-xs{padding-right:12px}
+.toggle-off.btn-xs{padding-left:12px}

static/bootstrap-toggle.min.js

@@ -0,0 +1,9 @@
+/*! ========================================================================
+ * Bootstrap Toggle: bootstrap-toggle.js v2.2.0
+ * http://www.bootstraptoggle.com
+ * ========================================================================
+ * Copyright 2014 Min Hur, The New York Times Company
+ * Licensed under MIT
+ * ======================================================================== */
++function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.toggle"),f="object"==typeof b&&b;e||d.data("bs.toggle",e=new c(this,f)),"string"==typeof b&&e[b]&&e[b]()})}var c=function(b,c){this.$element=a(b),this.options=a.extend({},this.defaults(),c),this.render()};c.VERSION="2.2.0",c.DEFAULTS={on:"On",off:"Off",onstyle:"primary",offstyle:"default",size:"normal",style:"",width:null,height:null},c.prototype.defaults=function(){return{on:this.$element.attr("data-on")||c.DEFAULTS.on,off:this.$element.attr("data-off")||c.DEFAULTS.off,onstyle:this.$element.attr("data-onstyle")||c.DEFAULTS.onstyle,offstyle:this.$element.attr("data-offstyle")||c.DEFAULTS.offstyle,size:this.$element.attr("data-size")||c.DEFAULTS.size,style:this.$element.attr("data-style")||c.DEFAULTS.style,width:this.$element.attr("data-width")||c.DEFAULTS.width,height:this.$element.attr("data-height")||c.DEFAULTS.height}},c.prototype.render=function(){this._onstyle="btn-"+this.options.onstyle,this._offstyle="btn-"+this.options.offstyle;var b="large"===this.options.size?"btn-lg":"small"===this.options.size?"btn-sm":"mini"===this.options.size?"btn-xs":"",c=a('<label class="btn">').html(this.options.on).addClass(this._onstyle+" "+b),d=a('<label class="btn">').html(this.options.off).addClass(this._offstyle+" "+b+" active"),e=a('<span class="toggle-handle btn btn-default">').addClass(b),f=a('<div class="toggle-group">').append(c,d,e),g=a('<div class="toggle btn" data-toggle="toggle">').addClass(this.$element.prop("checked")?this._onstyle:this._offstyle+" off").addClass(b).addClass(this.options.style);this.$element.wrap(g),a.extend(this,{$toggle:this.$element.parent(),$toggleOn:c,$toggleOff:d,$toggleGroup:f}),this.$toggle.append(f);var h=this.options.width||Math.max(c.outerWidth(),d.outerWidth())+e.outerWidth()/2,i=this.options.height||Math.max(c.outerHeight(),d.outerHeight());c.addClass("toggle-on"),d.addClass("toggle-off"),this.$toggle.css({width:h,height:i}),this.options.height&&(c.css("line-height",c.height()+"px"),d.css("line-height",d.height()+"px")),this.update(!0),this.trigger(!0)},c.prototype.toggle=function(){this.$element.prop("checked")?this.off():this.on()},c.prototype.on=function(a){return this.$element.prop("disabled")?!1:(this.$toggle.removeClass(this._offstyle+" off").addClass(this._onstyle),this.$element.prop("checked",!0),void(a||this.trigger()))},c.prototype.off=function(a){return this.$element.prop("disabled")?!1:(this.$toggle.removeClass(this._onstyle).addClass(this._offstyle+" off"),this.$element.prop("checked",!1),void(a||this.trigger()))},c.prototype.enable=function(){this.$toggle.removeAttr("disabled"),this.$element.prop("disabled",!1)},c.prototype.disable=function(){this.$toggle.attr("disabled","disabled"),this.$element.prop("disabled",!0)},c.prototype.update=function(a){this.$element.prop("disabled")?this.disable():this.enable(),this.$element.prop("checked")?this.on(a):this.off(a)},c.prototype.trigger=function(b){this.$element.off("change.bs.toggle"),b||this.$element.change(),this.$element.on("change.bs.toggle",a.proxy(function(){this.update()},this))},c.prototype.destroy=function(){this.$element.off("change.bs.toggle"),this.$toggleGroup.remove(),this.$element.removeData("bs.toggle"),this.$element.unwrap()};var d=a.fn.bootstrapToggle;a.fn.bootstrapToggle=b,a.fn.bootstrapToggle.Constructor=c,a.fn.toggle.noConflict=function(){return a.fn.bootstrapToggle=d,this},a(function(){a("input[type=checkbox][data-toggle^=toggle]").bootstrapToggle()}),a(document).on("click.bs.toggle","div[data-toggle^=toggle]",function(b){var c=a(this).find("input[type=checkbox]");c.bootstrapToggle("toggle"),b.preventDefault()})}(jQuery);
+//# sourceMappingURL=bootstrap-toggle.min.js.map

static/custom.css

@@ -22,6 +22,12 @@ chunk {
 	padding: 10px;
 }
 
+#formatmenu {
+	display:none;
+	background-color: #295071;
+	padding: 10px;
+}
+
 #connectstatusdiv {
 	display: flex;
 }
@@ -99,7 +105,7 @@ chunk {
 
 #waitanim {
 	position:absolute;
-	top:10px;
+	top:18px;
 	left:5px;	
 }
 
@@ -166,6 +172,26 @@ chunk {
 	color: #ff0000;	
 }
 
+.formatcolumn {
+	width: 25%;
+	padding-left: 10px;
+	padding-right: 10px;
+	display: inline-block;
+}
+
+.formatcolumn > div:first-child {
+	margin-bottom: 5px;
+}
+
+.formatrow {
+	
+}
+
+.formatlabel {
+	color: #ffffff;
+	padding-left: 5px;
+}
+
 .hidden {
 	display: none;
 }

templates/index.html

@@ -8,8 +8,10 @@
 	<script src="static/socket.io.min.js"></script>
 	<script src="static/application.js"></script>
 	<script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.4.1/js/bootstrap.min.js"></script>
+	<script src="static/bootstrap-toggle.min.js"></script>
 	
 	<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.4.1/css/bootstrap.min.css">
+	<link rel="stylesheet" href="static/bootstrap-toggle.min.css">
 	<link rel="stylesheet" href="static/custom.css">
 </head>
 <body>
@@ -22,6 +24,7 @@
 					<button type="button" class="btn btn-primary" id="btn_load">Load</button>
 					<div class="spacer"></div>
 					<button type="button" class="btn btn-primary" id="btn_settings">Settings</button>
+					<button type="button" class="btn btn-primary" id="btn_format">Formatting</button>
 				</div>
 				<div id="connectstatusdiv">
 					<span id="connectstatus" class="color_orange">Waiting for connection...</span>
@@ -30,6 +33,8 @@
 		</div>
 		<div class="row" id="settingsmenu">
 		</div>
+		<div class="row" id="formatmenu">
+		</div>
 		<div class="row" id="gamescreen">
 			<span id="gametext">...</span>
 		</div>

utils.py

@@ -1,5 +1,10 @@
 from threading import Timer
+import re
 
+#==================================================================#
+# Decorator to prevent a function's actions from being run until
+# at least x seconds have passed without the function being called
+#==================================================================#
 def debounce(wait): 
     def decorator(fun):
         def debounced(*args, **kwargs):
@@ -16,4 +21,63 @@ def debounce(wait):
  
         return debounced
  
-    return decorator
+    return decorator
+
+#==================================================================#
+# Replace fancy quotes and apostrope's with standard ones
+#==================================================================#
+def fixquotes(txt):
+    txt = txt.replace("“", '"')
+    txt = txt.replace("”", '"')
+    txt = txt.replace("’", "'")
+    txt = txt.replace("`", "'")
+    return txt
+
+#==================================================================#
+# 
+#==================================================================#
+def trimincompletesentence(txt):
+    # Cache length of text
+    ln = len(txt)
+    # Find last instance of punctuation (Borrowed from Clover-Edition by cloveranon)
+    lastpunc = max(txt.rfind("."), txt.rfind("!"), txt.rfind("?"))
+    # Is this the end of a quote?
+    if(lastpunc < ln-1):
+        if(txt[lastpunc+1] == '"'):
+            lastpunc = lastpunc + 1
+    if(lastpunc >= 0):
+        txt = txt[:lastpunc+1]
+    return txt
+
+#==================================================================#
+# 
+#==================================================================#
+def replaceblanklines(txt):
+    txt = txt.replace("\n\n", "\n")
+    return txt
+
+#==================================================================#
+# 
+#==================================================================#
+def removespecialchars(txt):
+    txt = re.sub(r"[#/@%<>{}+=~|\^]", "", txt)
+    return txt
+
+#==================================================================#
+# If the next action follows a sentence closure, add a space
+#==================================================================#
+def addsentencespacing(txt, acts):
+    # Get last character of last action
+    lastchar = acts[-1][-1]
+    if(lastchar == "." or lastchar == "!" or lastchar == "?"):
+        txt = " " + txt
+    return txt
+    
+    
+    
+    
+    
+    
+    
+    
+