Update app.py

app.py

@@ -16,7 +16,7 @@ urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
 
 st.set_page_config(layout='wide')
 st.sidebar.title('🔮 GenPro2 Protein Generator, Structure Predictor, and Analysis Tool')
-st.sidebar.write('GenPro2 is an end-to-end protein sequence generator, structure predictor, and analysis tool based [*ESMFold*](https://esmatlas.com/about) and the ESM-2 language model.')
+st.sidebar.write('GenPro2 is an end-to-end protein sequence generator, structure predictor, and analysis tool using [*ESMFold*](https://esmatlas.com/about) and the ESM-2 language model.')
 
 def generate_sequence_from_words(words, length):
     seed = ' '.join(words).encode('utf-8')
@@ -109,7 +109,7 @@ def update(sequence, word1, word2, word3, sequence_length):
         st.write("Please try again later or contact support if the issue persists.")
 
 def share_on_twitter(word1, word2, word3, length, plddt):
-    tweet_text = f"I just generated a new protein using #GenPro2 from the seed-words '{word1}', '{word2}', and '{word3}' + sequence length of {length}! It's plDDT Score: {plddt}%."
+    tweet_text = f"I just generated a new protein using #GenPro2 from the seed-words '#{word1}', '#{word2}', and '#{word3}' + sequence length of {length}! It's plDDT Score is: {plddt}%."
     tweet_url = f"https://twitter.com/intent/tweet?text={urllib.parse.quote(tweet_text)}"
     return tweet_url
 
@@ -148,7 +148,7 @@ if st.session_state.structure_info:
     render_mol(info['pdb_string'])
     
     st.subheader('plDDT Confidence Score')
-    st.write('plDDT is a bench mark for scoring the confidence level in protein folding predictions based on a scale from 0-100%. 70% or more is good!')
+    st.write('plDDT is a bench mark for scoring the confidence level of protein folding predictions based on a scale from 0-100%. 70% or more is good!')
     plddt_score = int(info["b_value"] * 100)
     st.info(f'Your plDDT score is: {plddt_score}%')
  
@@ -171,17 +171,7 @@ if st.session_state.structure_info:
     ## What to do next:
 
     If you find an interesting protein from the sequence folding, you can explore it even further:
-    
-    1. Click the 'analyze protein' button to use the [BLAST](https://blast.ncbi.nlm.nih.gov/Blast.cgi?PROGRAM=blastp&PAGE_TYPE=BlastSearch&LINK_LOC=blasthome) tool to see if your protein matches any known sequences.  The sequence identity will show how close your sequence matches. *Note this can take several minutes
-    2. Download your protein data and visit the [Protein Data Bank (PDB)](https://www.rcsb.org/) to match your protein structure against known protein structures.
-    3. If you think you've discovered a new and useful protein for humans message us!
 
-  
-    **Remember, this folding is based on randomly generated sequences. Interpret the results with caution.
-    Enjoy exploring the world of protein sequences!
-    """)
-
-   
     col1, col2 = st.columns(2)
     with col1:
         if st.button('Analyze Protein'):
@@ -194,4 +184,14 @@ if st.session_state.structure_info:
             file_name='predicted.pdb',
             mime='text/plain',
         )
+    
+    1. Click the 'analyze protein' button to use the [BLAST](https://blast.ncbi.nlm.nih.gov/Blast.cgi?PROGRAM=blastp&PAGE_TYPE=BlastSearch&LINK_LOC=blasthome) search database tool and see if your protein matches any known sequences.  The sequence identity will show how close your sequence matches. *Note this can take several minutes
+    2. Download your protein data and visit the [Protein Data Bank (PDB)](https://www.rcsb.org/) to match your protein structure against known protein structures.
+    3. If you think you've discovered a new and useful protein for humans message us!
+
+  
+    **Remember, this folding is based on randomly generated sequences. Interpret the results with caution.
+    Enjoy exploring the world of protein sequences!
+    """)
+