Update app.py

app.py

@@ -120,11 +120,9 @@ def inference(query, model="miread_contrastive"):
 
 with gr.Blocks(theme=gr.themes.Soft()) as demo:
     gr.Markdown("# NBDT Recommendation Engine Arena")
-    gr.Markdown("NBDT Recommendation Engine for Editors is a tool for neuroscience authors/abstracts/journalsrecommendation built for NBDT journal editors. \
-    It aims to help an editor to find similar reviewers, abstracts, and journals to a given submitted abstract.\
-    To find a recommendation, paste a `title[SEP]abstract` or `abstract` in the text box below and click on the appropriate \"Find Matches\" button.\
-    Then, you can hover to authors/abstracts/journals tab to find a suggested list.\
-    The data in our current demo includes authors associated with the NBDT Journal. We will update the data monthly for an up-to-date publications.")
+    gr.Markdown("NBDT Recommendation Engine Arena is a tool designed to compare neuroscience abstract recommendations by our models. \
+    We will use this data to compare the performance of models and their preference by various neuroscientists.\
+    All models were trained on data provided to us by the NBDT Journal.")
     article = get_article()
     models = gr.State(value=get_matchup())
     prompt = gr.State(value=article)