diff --git a/api/package.json b/api/package.json
index 33e13bce8b..835464315e 100644
--- a/api/package.json
+++ b/api/package.json
@@ -46,7 +46,7 @@
     "@googleapis/youtube": "^20.0.0",
     "@keyv/redis": "^4.3.3",
     "@langchain/core": "^0.3.80",
-    "@librechat/agents": "^3.0.71",
+    "@librechat/agents": "^3.0.72",
     "@librechat/api": "*",
     "@librechat/data-schemas": "*",
     "@microsoft/microsoft-graph-client": "^3.0.7",
diff --git a/package-lock.json b/package-lock.json
index b248ae6914..71ef147768 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -60,7 +60,7 @@
         "@googleapis/youtube": "^20.0.0",
         "@keyv/redis": "^4.3.3",
         "@langchain/core": "^0.3.80",
-        "@librechat/agents": "^3.0.71",
+        "@librechat/agents": "^3.0.72",
         "@librechat/api": "*",
         "@librechat/data-schemas": "*",
         "@microsoft/microsoft-graph-client": "^3.0.7",
@@ -12660,9 +12660,9 @@
       }
     },
     "node_modules/@librechat/agents": {
-      "version": "3.0.71",
-      "resolved": "https://registry.npmjs.org/@librechat/agents/-/agents-3.0.71.tgz",
-      "integrity": "sha512-+93YoQssR80pvf/JGZ4L+yI0lzoAXWzYtWI5HDDNW6GBURJjLvW6UNNpokwhHOD1Bcd23A3dWZLLDYu6Q+X5ng==",
+      "version": "3.0.72",
+      "resolved": "https://registry.npmjs.org/@librechat/agents/-/agents-3.0.72.tgz",
+      "integrity": "sha512-oIqgG9Bl7+BehVsgsyg5od89J2iqsfBBMkgI8qnKzfdGJXuSN0xDDpKoAiumwSx/nrnhG2gx9Y1J5tBC3mrONQ==",
       "license": "MIT",
       "dependencies": {
         "@langchain/anthropic": "^0.3.26",
@@ -12686,6 +12686,7 @@
         "https-proxy-agent": "^7.0.6",
         "mathjs": "^15.1.0",
         "nanoid": "^3.3.7",
+        "okapibm25": "^1.4.1",
         "openai": "5.8.2"
       },
       "engines": {
@@ -34309,6 +34310,12 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/okapibm25": {
+      "version": "1.4.1",
+      "resolved": "https://registry.npmjs.org/okapibm25/-/okapibm25-1.4.1.tgz",
+      "integrity": "sha512-UHmeH4MAtZXGFVncwbY7pfFvDVNxpsyM3W66aGPU0SHj1+ld59ty+9lJ0ifcrcnPUl1XdYoDgb06ObyCnpTs3g==",
+      "license": "MIT"
+    },
     "node_modules/ollama": {
       "version": "0.5.18",
       "resolved": "https://registry.npmjs.org/ollama/-/ollama-0.5.18.tgz",
@@ -43166,7 +43173,7 @@
         "@google/genai": "^1.19.0",
         "@keyv/redis": "^4.3.3",
         "@langchain/core": "^0.3.80",
-        "@librechat/agents": "^3.0.71",
+        "@librechat/agents": "^3.0.72",
         "@librechat/data-schemas": "*",
         "@modelcontextprotocol/sdk": "^1.25.2",
         "@smithy/node-http-handler": "^4.4.5",
diff --git a/packages/api/package.json b/packages/api/package.json
index f977da7d6a..9081367d5c 100644
--- a/packages/api/package.json
+++ b/packages/api/package.json
@@ -88,7 +88,7 @@
     "@google/genai": "^1.19.0",
     "@keyv/redis": "^4.3.3",
     "@langchain/core": "^0.3.80",
-    "@librechat/agents": "^3.0.71",
+    "@librechat/agents": "^3.0.72",
     "@librechat/data-schemas": "*",
     "@modelcontextprotocol/sdk": "^1.25.2",
     "@smithy/node-http-handler": "^4.4.5",