diff --git a/build_with_arch/agent.html b/build_with_arch/agent.html
index 62501cb3..1afe6689 100755
--- a/build_with_arch/agent.html
+++ b/build_with_arch/agent.html
@@ -412,7 +412,7 @@ the user’s intent.</p>
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index 128c8783..f7c97521 100755
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+++ b/build_with_arch/multi_turn.html
@@ -348,7 +348,7 @@ that you can test and modify locally for multi-turn RAG scenarios.</p>
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index 41f71291..1994b59d 100755
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@@ -296,7 +296,7 @@ minutes. For additional details on how to build multi-turn RAG applications plea
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index 3c72b3ff..7069ca10 100755
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index a2c56a4f..2e1d49d1 100755
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index da9b27b2..4587119e 100755
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index d18ce643..dff2b099 100755
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index dd71c708..9822a166 100755
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index 2e2b4de5..9d5c0e88 100755
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index 7e45f711..c6a000d3 100755
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index 22ebcb60..5f208bbd 100755
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index 60202ec1..a304f363 100755
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index 9dea7a07..c5e436dd 100755
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index 2ed1f644..44931919 100755
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index 3d3b6cba..5f5e49e0 100755
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index 1e677a44..a76c7a3c 100755
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index dbf54f26..64fab160 100755
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index 4b7c8680..71c0329f 100755
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index edbc36bb..e82c002a 100755
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index 043c2c69..72db0941 100755
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index da377deb..455227f0 100755
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index 7949d72b..965f5fb1 100755
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index b66e40ed..1e5850cb 100755
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+++ b/search.html
@@ -215,7 +215,7 @@
     </div><footer class="py-6 border-t border-border md:py-0">
     <div class="container flex flex-col items-center justify-between gap-4 md:h-24 md:flex-row">
       <div class="flex flex-col items-center gap-4 px-8 md:flex-row md:gap-2 md:px-0">
-        <p class="text-sm leading-loose text-center text-muted-foreground md:text-left">© 2025, Katanemo Labs, Inc&nbsp;Last updated: May 30, 2025.&nbsp;</p>
+        <p class="text-sm leading-loose text-center text-muted-foreground md:text-left">© 2025, Katanemo Labs, Inc&nbsp;Last updated: May 31, 2025.&nbsp;</p>
 </div>
 </div>
 </footer>