Update app.py

app.py

@@ -41,11 +41,6 @@ extract_diseases = st.sidebar.checkbox("Extract Rare Diseases", value=False)
 
 @st.cache
 def load_models():
-#Load spaCy models
-#    nlp = spacy.load('en_core_web_lg')
-    nlpSci = spacy.load("en_ner_bc5cdr_md")
-    nlpSci2 = spacy.load('en_ner_bionlp13cg_md')
-    
     # load the tokenizer
     with open('tokenizer.pickle', 'rb') as handle:
         classify_tokenizer = pickle.load(handle)
@@ -60,7 +55,10 @@ def load_models():
     
 with st.spinner('Loading Epidemiology Models and Dependencies...'):
     nlpSci, nlpSci2, classify_tokenizer, classify_model, NER_pipeline, entity_classes, GARD_dict, max_length = load_models()
+    #Load spaCy models which cannot be cached due to hash function error
     nlp = spacy.load('en_core_web_lg')
+    nlpSci = spacy.load("en_ner_bc5cdr_md")
+    nlpSci2 = spacy.load('en_ner_bionlp13cg_md')
     classify_model_vars = (nlp, nlpSci, nlpSci2, classify_model, classify_tokenizer)
 st.success('All Models and Dependencies Loaded!')