increase limits

app.py

@@ -154,7 +154,7 @@ def card(title, context, score, link, supporting):
                  <br>
                  <span>
                      {context}
-                     [<b>Score: </b>{score}]
+                     [<b>Confidence: </b>{score}%]
                  </span>
                  <br>
                  <b>From <a href="{link}">{title}</a></b>
@@ -206,8 +206,8 @@ with st.expander("Settings (strictness, context limit, top hits)"):
     use_reranking = st.radio(
         "Use Reranking? Reranking will rerank the top hits using semantic similarity of document and query.",
         ('yes', 'no'))
-    top_hits_limit = st.slider('Top hits? How many documents to use for reranking. Larger is slower but higher quality', 10, 300, 10)
-    context_lim = st.slider('Context limit? How many documents to use for answering from. Larger is slower but higher quality', 10, 300, 5)
+    top_hits_limit = st.slider('Top hits? How many documents to use for reranking. Larger is slower but higher quality', 10, 300, 100)
+    context_lim = st.slider('Context limit? How many documents to use for answering from. Larger is slower but higher quality', 10, 300, 10)
 
 # def paraphrase(text, max_length=128):
 #     input_ids = queryexp_tokenizer.encode(text, return_tensors="pt", add_special_tokens=True)
@@ -321,7 +321,7 @@ def run_query(query):
             ctx = ctx.replace(answer, f"<mark>{answer}</mark>")
         # .replace( '<cite', '<a').replace('</cite', '</a').replace('data-doi="', 'href="https://scite.ai/reports/')
         title = r.get("title", '')
-        score = round(r["score"], 4)
+        score = round(round(r["score"], 4) * 100, 2)
         card(title, ctx, score, r['link'], r['doi'])
 
 query = st.text_input("Ask scientific literature a question", "")