diff --git a/devops/deploy/docker-compose.yml b/devops/deploy/docker-compose.yml
index 5f369d41bd..c095ff6326 100644
--- a/devops/deploy/docker-compose.yml
+++ b/devops/deploy/docker-compose.yml
@@ -106,7 +106,7 @@ services:
       WILDBOOK_LOG_LEVEL: "${WILDBOOK_LOG_LEVEL:-INFO}"
 
   opensearch:
-    image: opensearchproject/opensearch:2.15.0
+    image: opensearchproject/opensearch:3.1.0
     container_name: opensearch
     healthcheck:
       # Check cluster health and verify status is not "red"
@@ -295,4 +295,4 @@ volumes:
   db-pgdata-var:
   opensearch-var1:
   alloy-data:
-  postgresql-logs:
\ No newline at end of file
+  postgresql-logs:
diff --git a/pom.xml b/pom.xml
index 621f603316..5c8bf083de 100644
--- a/pom.xml
+++ b/pom.xml
@@ -4,7 +4,7 @@
   <modelVersion>4.0.0</modelVersion>
   <groupId>org.ecocean</groupId>
   <artifactId>wildbook</artifactId>
-  <version>10.10.0</version>
+  <version>10.10.1</version>
   <packaging>war</packaging>
 
   <properties>
diff --git a/src/main/webapp/appadmin/catchUpEmbeddings.jsp b/src/main/webapp/appadmin/catchUpEmbeddings.jsp
new file mode 100644
index 0000000000..01788dbe84
--- /dev/null
+++ b/src/main/webapp/appadmin/catchUpEmbeddings.jsp
@@ -0,0 +1,32 @@
+<%@ page contentType="text/plain; charset=utf-8" language="java" import="org.ecocean.servlet.ServletUtilities,java.util.Properties, java.io.FileInputStream,
+org.ecocean.shepherd.core.Shepherd,
+org.ecocean.ia.*,
+org.ecocean.ia.plugin.*,
+org.ecocean.identity.IBEISIA,
+
+java.util.ArrayList,
+org.json.JSONObject,
+
+java.io.File, java.io.FileNotFoundException, org.ecocean.*" %>
+<%
+
+String context = ServletUtilities.getContext(request);
+Shepherd myShepherd = new Shepherd(context);
+myShepherd.beginDBTransaction();
+
+// integer arg below is how big a batch to run; adjust if desired
+// see Embedding.catchUpEmbeddings() for details on what this does
+JSONObject res = Embedding.catchUpEmbeddings(myShepherd, null, 100);
+
+JSONObject show = new JSONObject();
+show.put("_runCount", res.get("_runCount"));
+show.put("_runOk", res.get("_runOk"));
+show.put("_runIds", res.get("_runIds"));
+
+out.println(show.toString(4));
+
+
+myShepherd.commitDBTransaction();
+%>
+
+