diff --git a/packages/llm.gblib/services/ChatServices.ts b/packages/llm.gblib/services/ChatServices.ts
index a6a38612..b642e242 100644
--- a/packages/llm.gblib/services/ChatServices.ts
+++ b/packages/llm.gblib/services/ChatServices.ts
@@ -180,16 +180,24 @@ export class ChatServices {
     if (sanitizedQuestion === '' || !vectorStore) {
       return '';
     }
-
-    let documents = await vectorStore.similaritySearch(sanitizedQuestion, numDocuments);
+    let documents = await vectorStore.similaritySearch(sanitizedQuestion, numDocuments * 10);
     const uniqueDocuments = {};
+    const MAX_DOCUMENTS = numDocuments;
 
     for (const document of documents) {
+      if (!GBUtil.isContentPage(document.pageContent)) {
+        continue;
+      }
+
       if (!uniqueDocuments[document.metadata.source]) {
         uniqueDocuments[document.metadata.source] = document;
       }
-    }
 
+      // Stop once we have max unique documents
+      if (Object.keys(uniqueDocuments).length >= MAX_DOCUMENTS) {
+        break;
+      }
+    }
     let output = '';
 
     for (const filePaths of Object.keys(uniqueDocuments)) {
@@ -197,10 +205,6 @@ export class ChatServices {
       const metadata = doc.metadata;
       const filename = path.basename(metadata.source);
 
-      if (!GBUtil.isContentPage(doc.pageContent)){
-        continue;
-      }
-
       let page = 0;
       if (metadata.source.endsWith('.pdf')) {
         page = await ChatServices.findPageForText(metadata.source, doc.pageContent);
diff --git a/src/util.ts b/src/util.ts
index ebd23a13..ee040262 100644
--- a/src/util.ts
+++ b/src/util.ts
@@ -365,15 +365,7 @@ export class GBUtil {
     // Common patterns that indicate non-content pages
     const nonContentPatterns = [
       /^index$/i,
-      /^contents$/i, 
       /^table of contents$/i,
-      /^appendix/i,
-      /^glossary$/i,
-      /^bibliography$/i,
-      /^references$/i,
-      /^acknowledgments?$/i,
-      /^copyright/i,
-      /^about the author/i
     ];
   
     // Check if page is mostly dots, numbers or blank