Ö

app.py

@@ -11,21 +11,21 @@ st.title("Welcome to Healthsea 🪐")
 intro, jellyfish = st.columns(2)
 jellyfish.markdown("\n")
 
-data_load_state = intro.subheader("Create easier access to health✨")
+intro.subheader("Create easier access to health✨")
 
 jellyfish.image("data/img/Jellymation.gif")
 intro.markdown(
     "Healthsea is a spaCy v3 pipeline that analyzes user reviews to supplement products by extracting their effects on health."
 )
 intro.markdown(
-    """With this app, you're able to explore the results of healthsea on up to 1 million reviews. 
-    You can search for any health aspect, whether it is an disease (e.g. joint pain) or a desired health effect such as (e.g. energy),
-    the app returns a list of the best products and substances. You can also explore the capabilities of the pipeline itself, by writing custom reviews and
-    see every processing step of the pipeline.
+    """With this app, you're able to explore the results of Healthsea on up to 1 million reviews. 
+    You can search for any health aspect, whether it's an disease (e.g. joint pain) or a desired health effect such as (e.g. energy),
+    the app returns a list of the best products and substances. You can also explore the pipeline itself, by writing custom reviews and
+    get an insight into the individual proccessing steps.
     """
 )
 intro.markdown(
-    """If you want to learn more about healthsea, you can read more in our [blog post]().
+    """You can read more in our [blog post]().
     """
 )
 

style.css

@@ -3,8 +3,7 @@
     border-style: solid;
     border-width:  1px;
     border-radius: 5px;
-    border-color: #3b3b4d;
-    box-shadow: 0px 5px #3b3b4d;
+    border-color: inherit;
 }
 
 .kpi:hover {

visualize_pipeline.py

@@ -60,8 +60,19 @@ def visualize_pipeline():
         </div>"""
         return html
 
+    load_state = st.markdown ("#### Loading...")
     # Load model
-    nlp = spacy.load("en_healthsea")
+    try:
+        load_state.markdown ("#### Loading model...")
+        nlp = spacy.load("en_healthsea")
+
+    # Download model
+    except LookupError:
+        import nltk
+        import benepar
+        load_state.markdown ("#### Downloading model...")
+        benepar.download('benepar_en3')
+    load_state.markdown ("#### Loading done!")
 
     # Pipeline
     st.markdown("""---""")