Update app.py

app.py

@@ -894,7 +894,7 @@ Only output valid JSON with no comments or code fences."""
     prompt_refs = (
         f"\nYou are a technical editor.\n\n"
         "Review the following updated report HTML. If any new inline citations (e.g., [x]) have been added that are not in the original reference table,\n"
-        "generate an updated Reference Summary Table as valid HTML. Output only the updated table without any additional comments.\n\n"
+        "generate an updated References Summary Table as valid HTML. Output only the updated table without any additional comments.\n\n"
         f"Updated Report HTML:\n{updated_report_html}"
     )
     # Increase token limit to 1500 for this call
@@ -903,7 +903,7 @@ Only output valid JSON with no comments or code fences."""
     
     if updated_refs and not updated_refs.lower().startswith("error: empty response"):
         soup_updated = BeautifulSoup(updated_report_html, "html.parser")
-        ref_heading = soup_updated.find(lambda tag: tag.name in ["h1", "h2", "h3", "h4"] and "reference summary table" in tag.get_text(strip=True).lower())
+        ref_heading = soup_updated.find(lambda tag: tag.name in ["h1", "h2", "h3", "h4"] and "references summary table" in tag.get_text(strip=True).lower())
         if ref_heading:
             next_sibling = ref_heading.find_next_sibling()
             if next_sibling:
@@ -1088,7 +1088,7 @@ Only output valid JSON.
         prompt_adjust = (f"""
 You are a technical editor.
 Given the following HTML container (including its outer tags) extracted from a larger report and based on the user expansion request, produce an expanded version by elaborating on the content.
-Preserve all inline citations (formatted as [x]) and ensure that if you add any new citations, they are consistent with sources that must also be reflected in the final Reference Summary Table.
+Preserve all inline citations (formatted as [x]) and ensure that if you add any new citations, they are consistent with sources that must also be reflected in the final References Summary Table.
 Skip lines occasionally to improve readability.
 The expanded version will be put back in the exact same location and must maintain the outer HTML tags.
 
@@ -1108,7 +1108,7 @@ Additional Guidance:
 - Complementary Guidance:
 {complementary_guidance}
 
-Ensure that any inline citation (e.g., [1], [2], etc.) within the expanded content is preserved or newly included so they can all be captured in the final Reference Summary Table.
+Ensure that any inline citation (e.g., [1], [2], etc.) within the expanded content is preserved or newly included so they can all be captured in the final References Summary Table.
 
 Output a JSON object with exactly two keys:
 - "expanded" (the expanded container's full HTML)
@@ -1140,11 +1140,11 @@ Only output valid JSON with no comments or code fences.
 
     updated_report_html = str(soup)
 
-    # Step 5 (and 6): Update the Reference Summary Table.
+    # Step 5 (and 6): Update the References Summary Table.
     prompt_refs = (
         f"\nYou are a technical editor.\n\n"
         "Review the following updated report HTML. If any new inline citations (e.g., [x]) have been added that are not in the original reference table, "
-        "generate an updated Reference Summary Table as valid HTML."
+        "generate an updated References Summary Table as valid HTML."
         " Every inline citation found in the report must have a corresponding entry in this table. "
         "Output only the updated table without any additional comments.\n\n"
         f"Updated Report HTML:\n{updated_report_html}"
@@ -1155,7 +1155,7 @@ Only output valid JSON with no comments or code fences.
 
     if updated_refs and not updated_refs.lower().startswith("error: empty response"):
         soup_updated = BeautifulSoup(updated_report_html, "html.parser")
-        ref_heading = soup_updated.find(lambda tag: tag.name in ["h1", "h2", "h3", "h4"] and "reference summary table" in tag.get_text(strip=True).lower())
+        ref_heading = soup_updated.find(lambda tag: tag.name in ["h1", "h2", "h3", "h4"] and "references summary table" in tag.get_text(strip=True).lower())
         if ref_heading:
             next_sibling = ref_heading.find_next_sibling()
             if next_sibling: