added interactive widgets to api

app.py

@@ -1,7 +1,25 @@
 from model.layer import Bi_LSTM_CRF
 from flair.data import Sentence
+import panel as pn
 
+pn.extension()
+pn.extension('tabulator')
+import warnings
+warnings.filterwarnings('ignore')
+
+# Variables for Interactive selections
 tagger = Bi_LSTM_CRF.load("checkpoints/best-model.pt")
+text_widget = pn.widgets.TextAreaInput(height=300, name='Add text')
+button = pn.widgets.Button(name="Click me to run!")
+explanation = pn.pane.Markdown(
+"""
+## Redaction API
+This app provides a text classification for a given text. To fully understand the redaction process, 
+given below is the classification of each text under the file we need the redaction on.
+
+"""
+)
+                               
 
 def model(word: str):
     """
@@ -23,4 +41,25 @@ def model(word: str):
             "labels": labels,
             "tags": tags
         }
+
+def get_tag_results(_):
+    return pn.Column(
+        explanation,
+        pn.pane.Markdown("""
+        ##Results:"""),
+        model(text_widget.value.replace("\n", ""))
+    )
+
         
+interactive = pn.bind(get_tag_results, button)
+template = pn.template.FastListTemplate(
+    title='Model API', 
+    sidebar=[
+        text_widget,
+        button,
+    ],
+    main=[pn.panel(interactive, loading_indicator=True)],
+    accent_base_color="#88d8b0",
+    header_background="#88d8b0",
+)
+template.servable()