Update app.py

app.py

@@ -1,10 +1,25 @@
+python -m venv .senseenv
+# Activate the virtual environment
+source .senseenv/bin/activate
+# Deactivate the virtual environment
+source .senseenv/bin/deactivate
+
+
+pip install -r requirements.txt
+pip install faiss-cpu
+# In the requirements.txt but not installed correctly so we have to use pip command
+#!pip install gensim==3.8.1
+python -m spacy download en_core_web_sm
+# Install gradio for user interface
+pip install gradio
+
 import sensegram
 from wsd import WSD
 from gensim.models import KeyedVectors
 
 # Model files
-sense_vectors_fpath = "best_model.sense_vectors"
-word_vectors_fpath = "best_model.word_vectors"
+sense_vectors_fpath = "./best_sense_gram_model/best_model.sense_vectors"
+word_vectors_fpath = "./best_sense_gram_model/best_model.word_vectors"
 
 # Model parameters
 max_context_words  = 3