diff --git a/.DS_Store b/.DS_Store
new file mode 100644
index 0000000..6c76527
Binary files /dev/null and b/.DS_Store differ
diff --git a/app.py b/app.py
index 0445c00..689d0bd 100644
--- a/app.py
+++ b/app.py
@@ -54,7 +54,7 @@ def webpage():
         # redirect with url query param so that user can navigate back later
         next_rec = service.get_next_unlabelled()
         if next_rec:
-            return redirect("/?url=%s" % (urllib.quote(next_rec['url'])))
+            return redirect("/?url=%s" % (urllib.parse.quote(next_rec['url'])))
         else:
             featured_content = "No Unlabelled Record Found."
     else:
@@ -84,7 +84,7 @@ def update():
         next_rec = service.get_next_unlabelled()
         target = "/"
         if next_rec:
-            target += "?url=%s" % (urllib.quote(next_rec['url']))
+            target += "?url=%s" % (urllib.parse.quote(next_rec['url']))
         return redirect(location=target)
     else:
         return abort(400, "Failed... No records updated")
@@ -104,7 +104,7 @@ def get_next(url=None):
     next_rec = service.get_record(url)
     url = next_rec['url']
     template_name = '%s.html' % service.settings['type']
-    data_url = url if url.startswith('http') else "/proxy?url=%s" % urllib.quote(next_rec['url'])
+    data_url = url if url.startswith('http') else "/proxy?url=%s" % urllib.parse.quote(next_rec['url'])
     data = {
         'data_url' : data_url,
         'url': url,
@@ -215,4 +215,5 @@ def __del__(self):
     host = '0.0.0.0'
     service = DbService(args['work_dir'], args['input'])
     print("Starting on  %s %s/" % (host, args['port']))
+    app.debug = True
     app.run(host=host, port=args['port'])
diff --git a/rawdata/test.txt b/rawdata/test.txt
new file mode 100644
index 0000000..339e02d
--- /dev/null
+++ b/rawdata/test.txt
@@ -0,0 +1 @@
+test for labelling
\ No newline at end of file
diff --git a/templates/text-labeling.html b/templates/text-labeling.html
new file mode 100644
index 0000000..90798ce
--- /dev/null
+++ b/templates/text-labeling.html
@@ -0,0 +1,45 @@
+<div class="featured-content">
+  <h2> Classify this image:</h2>
+  <div class="row-12">
+    <div class="col-md-6">
+      <form method="POST" action="/update" id="form">
+        <input type="hidden" name="url" value="{{ url }}">
+        {% for label in task.labels %}
+          <input type="checkbox" name="label" value="{{ label }}" id="checkbox_{{ label }}" style="width: 25px; height: 25px;">{{ loop.index }}) {{ label }}<br>
+        {% endfor %}
+        <br/>
+        <input type="submit" class="btn btn-primary" value="Submit">
+        <a class="btn btn-info" href="/"> Later </a>
+      </form>
+    </div>
+    <div class="col-md-6">
+      <p><iframe src="{{ data_url}}"frameborder="0" height="400"
+      width="95%"></iframe></p>
+    </div>
+  </div>
+  <hr/>
+  <div class="row">
+    <p> <i> <small>This text is from {{ url }}</small></i></p>
+  </div>
+
+
+  <script type="text/javascript">
+    document.onkeyup = function(e) {
+      e = e || window.event;
+
+      let key = String.fromCharCode(e.keyCode);
+
+      {% for label in task.labels %}
+      if (key == "{{ loop.index }}") {
+        let el = document.getElementById("checkbox_{{ label }}");
+        el.checked = !el.checked;
+      }
+      {% endfor %}
+
+      // submit on enter
+      if (e.keyCode == 13) {
+        document.getElementById("form").submit();
+      }
+    };
+  </script>
+</div>
diff --git a/workdir/.DS_Store b/workdir/.DS_Store
new file mode 100644
index 0000000..e077950
Binary files /dev/null and b/workdir/.DS_Store differ
diff --git a/workdir/db.sqlite b/workdir/db.sqlite
new file mode 100644
index 0000000..77fc725
Binary files /dev/null and b/workdir/db.sqlite differ
diff --git a/workdir/input.txt b/workdir/input.txt
new file mode 100644
index 0000000..0b3aeba
--- /dev/null
+++ b/workdir/input.txt
@@ -0,0 +1 @@
+/Users/billyzhaoyh/Desktop/AIforGood/supervising-ui/rawdata/test.txt
\ No newline at end of file
diff --git a/workdir/settings.json b/workdir/settings.json
index 33b4bb4..0a0365d 100644
--- a/workdir/settings.json
+++ b/workdir/settings.json
@@ -1,11 +1,9 @@
 {
-  "type": "image-labeling",
+  "type": "text-labeling",
   "task": {
 	"labels":[
 		"class1",
-		"class2",
-		"class3",
-		"class4"
+		"class2"
 	 ]
   }
 }