Fix wording of issue search webpage

app.py

@@ -262,7 +262,7 @@ def search_issues(query: str, search_type: str = 'semantic', scope: str = 'both'
             indexed = list(enumerate(scores))
             indexed.sort(key=lambda x: x[1], reverse=True)
 
-            out = [f"# Top 20 Issue Results (Loose keyword, scope ignored)"]
+            out = [f"# Top 20 Issue Results (Loose)"]
             if not indexed:
                 out.append("No matches found.")
                 return "\n".join(out)
@@ -283,7 +283,7 @@ def search_issues(query: str, search_type: str = 'semantic', scope: str = 'both'
                 if ql in issue_text.lower():
                     strict_matches.append(i)
 
-            out = [f"# Top 20 Issue Search Results (Strict exact/substring)"]
+            out = [f"# Top 20 Issue Search Results (Strict)"]
             if not strict_matches:
                 out.append("No exact matches found.")
                 return "\n".join(out)
@@ -423,7 +423,9 @@ def search_ga_resolutions(search_term: str, hide_repealed: bool, hide_repeal_cat
 with gr.Blocks() as demo:
     gr.Markdown("""
     # NationStates Semantic Search
-    Search NationStates issues and GA resolutions. Choose semantic for conceptual similarity, loose for keyword matching, and strict for exact substring queries.
+    Search NationStates issues and GA resolutions. Choose semantic for conceptual similarity, loose for keyword matching, and strict for exact substring queries. 
+    For semantic search, you can decide whether to search for only descriptions, only options, or both. For finding duplicate topics, I recommend using description-only. 
+    Please check the text of issue search results when determining whether your idea is a duplicate or not.
     """)
 
     with gr.Tabs() as tabs:
@@ -431,16 +433,13 @@ with gr.Blocks() as demo:
         with gr.TabItem("Issue Search"):
             gr.Markdown("""
             ### Search NationStates Issues
-            - Semantic: component-level (descriptions and/or options), honors Scope.
-            - Loose: issue-level keywords (Scope is ignored).
-            - Strict: issue-level exact/substring (Scope is ignored).
             """)
             issue_search_interface = gr.Interface(
                 fn=search_issues,
                 inputs=[
                     gr.Textbox(label="Search term", placeholder="What issue or option are you looking for?"),
                     gr.Radio(["semantic", "loose", "strict"], label="Search Type", value="semantic",
-                             info="semantic: conceptual (component-level); loose: keyword (issue-level); strict: exact substring (issue-level)"),
+                             info="semantic: meaning-based; loose: keyword; strict: exact substring"),
                     gr.Radio(["both", "descriptions", "options"], label="Scope (semantic only)", value="both",
                              info="Only applies to semantic search; ignored for loose and strict.")
                 ],
@@ -455,7 +454,7 @@ with gr.Blocks() as demo:
                 title=None,
                 description=None,
                 submit_btn="Search Issues",
-                article="Made by [Jiangbei](www.nationstates.net/nation=jiangbei). Issues powered by component-level semantic (BAAI/bge-m3) and issue-level sparse keywords."
+                article="Made by [Jiangbei](www.nationstates.net/nation=jiangbei). Issue data from Valentine Z. Powered by BAAI/bge-m3."
             )
 
         # GA Resolution Search Tab