diff --git a/api/package.json b/api/package.json
index 80b2455331..64903553ef 100644
--- a/api/package.json
+++ b/api/package.json
@@ -43,12 +43,12 @@
     "@google/generative-ai": "^0.23.0",
     "@googleapis/youtube": "^20.0.0",
     "@keyv/redis": "^4.3.3",
-    "@langchain/community": "^0.3.42",
-    "@langchain/core": "^0.3.55",
-    "@langchain/google-genai": "^0.2.8",
-    "@langchain/google-vertexai": "^0.2.8",
+    "@langchain/community": "^0.3.44",
+    "@langchain/core": "^0.3.57",
+    "@langchain/google-genai": "^0.2.9",
+    "@langchain/google-vertexai": "^0.2.9",
     "@langchain/textsplitters": "^0.1.0",
-    "@librechat/agents": "^2.4.35",
+    "@librechat/agents": "^2.4.37",
     "@librechat/data-schemas": "*",
     "@waylaidwanderer/fetch-event-source": "^3.0.1",
     "axios": "^1.8.2",
diff --git a/client/src/components/Chat/Messages/Content/Markdown.tsx b/client/src/components/Chat/Messages/Content/Markdown.tsx
index 741b16fac4..740bf66670 100644
--- a/client/src/components/Chat/Messages/Content/Markdown.tsx
+++ b/client/src/components/Chat/Messages/Content/Markdown.tsx
@@ -12,7 +12,6 @@ import type { Pluggable } from 'unified';
 import {
   useToastContext,
   ArtifactProvider,
-  useSearchContext,
   CodeBlockProvider,
   useCodeBlockContext,
 } from '~/Providers';
@@ -175,7 +174,6 @@ type TContentProps = {
 };
 
 const Markdown = memo(({ content = '', isLatestMessage }: TContentProps) => {
-  const { searchResults } = useSearchContext();
   const LaTeXParsing = useRecoilValue<boolean>(store.LaTeXParsing);
   const isInitializing = content === '';
 
@@ -201,22 +199,14 @@ const Markdown = memo(({ content = '', isLatestMessage }: TContentProps) => {
     [],
   );
 
-  const searchTurns = useMemo(() => Object.keys(searchResults ?? {}).length, [searchResults]);
-  const remarkPlugins: Pluggable[] = useMemo(() => {
-    const plugins: Pluggable[] = [
-      supersub,
-      remarkGfm,
-      remarkDirective,
-      artifactPlugin,
-      [remarkMath, { singleDollarTextMath: true }],
-    ];
-
-    if (searchTurns > 0) {
-      plugins.push(unicodeCitation);
-    }
-
-    return plugins;
-  }, [searchTurns]);
+  const remarkPlugins: Pluggable[] = [
+    supersub,
+    remarkGfm,
+    remarkDirective,
+    artifactPlugin,
+    [remarkMath, { singleDollarTextMath: true }],
+    unicodeCitation,
+  ];
 
   if (isInitializing) {
     return (
diff --git a/package-lock.json b/package-lock.json
index 5878883b5a..e9edfb76c2 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -59,12 +59,12 @@
         "@google/generative-ai": "^0.23.0",
         "@googleapis/youtube": "^20.0.0",
         "@keyv/redis": "^4.3.3",
-        "@langchain/community": "^0.3.42",
-        "@langchain/core": "^0.3.55",
-        "@langchain/google-genai": "^0.2.8",
-        "@langchain/google-vertexai": "^0.2.8",
+        "@langchain/community": "^0.3.44",
+        "@langchain/core": "^0.3.57",
+        "@langchain/google-genai": "^0.2.9",
+        "@langchain/google-vertexai": "^0.2.9",
         "@langchain/textsplitters": "^0.1.0",
-        "@librechat/agents": "^2.4.35",
+        "@librechat/agents": "^2.4.37",
         "@librechat/data-schemas": "*",
         "@waylaidwanderer/fetch-event-source": "^3.0.1",
         "axios": "^1.8.2",
@@ -155,6 +155,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/client-sso/-/client-sso-3.810.0.tgz",
       "integrity": "sha512-Txp/3jHqkfA4BTklQEOGiZ1yTUxg+hITislfaWEzJ904vlDt4DvAljTlhfaz7pceCLA2+LhRlYZYSv7t5b0Ltw==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-crypto/sha256-browser": "5.2.0",
         "@aws-crypto/sha256-js": "5.2.0",
@@ -204,6 +206,8 @@
       "resolved": "https://registry.npmjs.org/@smithy/protocol-http/-/protocol-http-5.1.0.tgz",
       "integrity": "sha512-KxAOL1nUNw2JTYrtviRRjEnykIDhxc84qMBzxvu1MUfQfHTuBlCG7PA6EdVwqpJjH7glw7FqQoFxUJSyBQgu7g==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@smithy/types": "^4.2.0",
         "tslib": "^2.6.2"
@@ -217,6 +221,8 @@
       "resolved": "https://registry.npmjs.org/@smithy/util-utf8/-/util-utf8-4.0.0.tgz",
       "integrity": "sha512-b+zebfKCfRdgNJDknHCob3O7FpeYQN6ZG6YLExMcasDHsCXlsXCEuiPZeLnJLpwa5dvPetGlnGCiMHuLwGvFow==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@smithy/util-buffer-from": "^4.0.0",
         "tslib": "^2.6.2"
@@ -230,6 +236,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/core/-/core-3.810.0.tgz",
       "integrity": "sha512-s2IJk+qa/15YZcv3pbdQNATDR+YdYnHf94MrAeVAWubtRLnzD8JciC+gh4LSPp7JzrWSvVOg2Ut1S+0y89xqCg==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/types": "3.804.0",
         "@smithy/core": "^3.3.3",
@@ -252,6 +260,8 @@
       "resolved": "https://registry.npmjs.org/@smithy/protocol-http/-/protocol-http-5.1.0.tgz",
       "integrity": "sha512-KxAOL1nUNw2JTYrtviRRjEnykIDhxc84qMBzxvu1MUfQfHTuBlCG7PA6EdVwqpJjH7glw7FqQoFxUJSyBQgu7g==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@smithy/types": "^4.2.0",
         "tslib": "^2.6.2"
@@ -265,6 +275,8 @@
       "resolved": "https://registry.npmjs.org/@smithy/signature-v4/-/signature-v4-5.1.0.tgz",
       "integrity": "sha512-4t5WX60sL3zGJF/CtZsUQTs3UrZEDO2P7pEaElrekbLqkWPYkgqNW1oeiNYC6xXifBnT9dVBOnNQRvOE9riU9w==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@smithy/is-array-buffer": "^4.0.0",
         "@smithy/protocol-http": "^5.1.0",
@@ -284,6 +296,8 @@
       "resolved": "https://registry.npmjs.org/@smithy/util-utf8/-/util-utf8-4.0.0.tgz",
       "integrity": "sha512-b+zebfKCfRdgNJDknHCob3O7FpeYQN6ZG6YLExMcasDHsCXlsXCEuiPZeLnJLpwa5dvPetGlnGCiMHuLwGvFow==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@smithy/util-buffer-from": "^4.0.0",
         "tslib": "^2.6.2"
@@ -297,6 +311,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-env/-/credential-provider-env-3.810.0.tgz",
       "integrity": "sha512-iwHqF+KryKONfbdFk3iKhhPk4fHxh5QP5fXXR//jhYwmszaLOwc7CLCE9AxhgiMzAs+kV8nBFQZvdjFpPzVGOA==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/core": "3.810.0",
         "@aws-sdk/types": "3.804.0",
@@ -313,6 +329,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-http/-/credential-provider-http-3.810.0.tgz",
       "integrity": "sha512-SKzjLd+8ugif7yy9sOAAdnPE1vCBHQe6jKgs2AadMpCmWm34DiHz/KuulHdvURUGMIi7CvmaC8aH77twDPYbtg==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/core": "3.810.0",
         "@aws-sdk/types": "3.804.0",
@@ -334,6 +352,8 @@
       "resolved": "https://registry.npmjs.org/@smithy/protocol-http/-/protocol-http-5.1.0.tgz",
       "integrity": "sha512-KxAOL1nUNw2JTYrtviRRjEnykIDhxc84qMBzxvu1MUfQfHTuBlCG7PA6EdVwqpJjH7glw7FqQoFxUJSyBQgu7g==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@smithy/types": "^4.2.0",
         "tslib": "^2.6.2"
@@ -347,6 +367,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-ini/-/credential-provider-ini-3.810.0.tgz",
       "integrity": "sha512-H2QCSnxWJ/mj8HTcyHmCmyQ5bO/+imRi4mlBIpUyKjiYKro52WD3gXlGgPIDo2q3UFIHq37kmYvS00i+qIY9tw==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/core": "3.810.0",
         "@aws-sdk/credential-provider-env": "3.810.0",
@@ -371,6 +393,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-node/-/credential-provider-node-3.810.0.tgz",
       "integrity": "sha512-9E3Chv3x+RBM3N1bwLCyvXxoiPAckCI74wG7ePN4F3b/7ieIkbEl/3Hd67j1fnt62Xa1cjUHRu2tz5pdEv5G1Q==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/credential-provider-env": "3.810.0",
         "@aws-sdk/credential-provider-http": "3.810.0",
@@ -394,6 +418,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-process/-/credential-provider-process-3.810.0.tgz",
       "integrity": "sha512-42kE6MLdsmMGp1id3Gisal4MbMiF7PIc0tAznTeIuE8r7cIF8yeQWw/PBOIvjyI57DxbyKzLUAMEJuigUpApCw==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/core": "3.810.0",
         "@aws-sdk/types": "3.804.0",
@@ -411,6 +437,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-sso/-/credential-provider-sso-3.810.0.tgz",
       "integrity": "sha512-8WjX6tz+FCvM93Y33gsr13p/HiiTJmVn5AK1O8PTkvHBclQDzmtAW5FdPqTpAJGswLW2FB0xRqdsSMN2dQEjNw==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/client-sso": "3.810.0",
         "@aws-sdk/core": "3.810.0",
@@ -430,6 +458,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/credential-provider-web-identity/-/credential-provider-web-identity-3.810.0.tgz",
       "integrity": "sha512-uKQJY0AcPyrvMmfGLo36semgjqJ4vmLTqOSW9u40qQDspRnG73/P09lAO2ntqKlhwvMBt3XfcNnOpyyhKRcOfA==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/core": "3.810.0",
         "@aws-sdk/nested-clients": "3.810.0",
@@ -447,6 +477,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-host-header/-/middleware-host-header-3.804.0.tgz",
       "integrity": "sha512-bum1hLVBrn2lJCi423Z2fMUYtsbkGI2s4N+2RI2WSjvbaVyMSv/WcejIrjkqiiMR+2Y7m5exgoKeg4/TODLDPQ==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/types": "3.804.0",
         "@smithy/protocol-http": "^5.1.0",
@@ -462,6 +494,8 @@
       "resolved": "https://registry.npmjs.org/@smithy/protocol-http/-/protocol-http-5.1.0.tgz",
       "integrity": "sha512-KxAOL1nUNw2JTYrtviRRjEnykIDhxc84qMBzxvu1MUfQfHTuBlCG7PA6EdVwqpJjH7glw7FqQoFxUJSyBQgu7g==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@smithy/types": "^4.2.0",
         "tslib": "^2.6.2"
@@ -475,6 +509,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-logger/-/middleware-logger-3.804.0.tgz",
       "integrity": "sha512-w/qLwL3iq0KOPQNat0Kb7sKndl9BtceigINwBU7SpkYWX9L/Lem6f8NPEKrC9Tl4wDBht3Yztub4oRTy/horJA==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/types": "3.804.0",
         "@smithy/types": "^4.2.0",
@@ -489,6 +525,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-recursion-detection/-/middleware-recursion-detection-3.804.0.tgz",
       "integrity": "sha512-zqHOrvLRdsUdN/ehYfZ9Tf8svhbiLLz5VaWUz22YndFv6m9qaAcijkpAOlKexsv3nLBMJdSdJ6GUTAeIy3BZzw==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/types": "3.804.0",
         "@smithy/protocol-http": "^5.1.0",
@@ -504,6 +542,8 @@
       "resolved": "https://registry.npmjs.org/@smithy/protocol-http/-/protocol-http-5.1.0.tgz",
       "integrity": "sha512-KxAOL1nUNw2JTYrtviRRjEnykIDhxc84qMBzxvu1MUfQfHTuBlCG7PA6EdVwqpJjH7glw7FqQoFxUJSyBQgu7g==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@smithy/types": "^4.2.0",
         "tslib": "^2.6.2"
@@ -517,6 +557,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-user-agent/-/middleware-user-agent-3.810.0.tgz",
       "integrity": "sha512-gLMJcqgIq7k9skX8u0Yyi+jil4elbsmLf3TuDuqNdlqiZ44/AKdDFfU3mU5tRUtMfP42a3gvb2U3elP0BIeybQ==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/core": "3.810.0",
         "@aws-sdk/types": "3.804.0",
@@ -535,6 +577,8 @@
       "resolved": "https://registry.npmjs.org/@smithy/protocol-http/-/protocol-http-5.1.0.tgz",
       "integrity": "sha512-KxAOL1nUNw2JTYrtviRRjEnykIDhxc84qMBzxvu1MUfQfHTuBlCG7PA6EdVwqpJjH7glw7FqQoFxUJSyBQgu7g==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@smithy/types": "^4.2.0",
         "tslib": "^2.6.2"
@@ -548,6 +592,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/nested-clients/-/nested-clients-3.810.0.tgz",
       "integrity": "sha512-w+tGXFSQjzvJ3j2sQ4GJRdD+YXLTgwLd9eG/A+7pjrv2yLLV70M4HqRrFqH06JBjqT5rsOxonc/QSjROyxk+IA==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-crypto/sha256-browser": "5.2.0",
         "@aws-crypto/sha256-js": "5.2.0",
@@ -597,6 +643,8 @@
       "resolved": "https://registry.npmjs.org/@smithy/protocol-http/-/protocol-http-5.1.0.tgz",
       "integrity": "sha512-KxAOL1nUNw2JTYrtviRRjEnykIDhxc84qMBzxvu1MUfQfHTuBlCG7PA6EdVwqpJjH7glw7FqQoFxUJSyBQgu7g==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@smithy/types": "^4.2.0",
         "tslib": "^2.6.2"
@@ -610,6 +658,8 @@
       "resolved": "https://registry.npmjs.org/@smithy/util-utf8/-/util-utf8-4.0.0.tgz",
       "integrity": "sha512-b+zebfKCfRdgNJDknHCob3O7FpeYQN6ZG6YLExMcasDHsCXlsXCEuiPZeLnJLpwa5dvPetGlnGCiMHuLwGvFow==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@smithy/util-buffer-from": "^4.0.0",
         "tslib": "^2.6.2"
@@ -623,6 +673,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/region-config-resolver/-/region-config-resolver-3.808.0.tgz",
       "integrity": "sha512-9x2QWfphkARZY5OGkl9dJxZlSlYM2l5inFeo2bKntGuwg4A4YUe5h7d5yJ6sZbam9h43eBrkOdumx03DAkQF9A==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/types": "3.804.0",
         "@smithy/node-config-provider": "^4.1.1",
@@ -640,6 +692,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/token-providers/-/token-providers-3.810.0.tgz",
       "integrity": "sha512-fdgHRCDpnzsD+0km7zuRbHRysJECfS8o9T9/pZ6XAr1z2FNV/UveHtnUYq0j6XpDMrIm0/suvXbshIjQU+a+sw==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/nested-clients": "3.810.0",
         "@aws-sdk/types": "3.804.0",
@@ -657,6 +711,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/types/-/types-3.804.0.tgz",
       "integrity": "sha512-A9qnsy9zQ8G89vrPPlNG9d1d8QcKRGqJKqwyGgS0dclJpwy6d1EWgQLIolKPl6vcFpLoe6avLOLxr+h8ur5wpg==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@smithy/types": "^4.2.0",
         "tslib": "^2.6.2"
@@ -670,6 +726,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/util-endpoints/-/util-endpoints-3.808.0.tgz",
       "integrity": "sha512-N6Lic98uc4ADB7fLWlzx+1uVnq04VgVjngZvwHoujcRg9YDhIg9dUDiTzD5VZv13g1BrPYmvYP1HhsildpGV6w==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/types": "3.804.0",
         "@smithy/types": "^4.2.0",
@@ -685,6 +743,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/util-user-agent-browser/-/util-user-agent-browser-3.804.0.tgz",
       "integrity": "sha512-KfW6T6nQHHM/vZBBdGn6fMyG/MgX5lq82TDdX4HRQRRuHKLgBWGpKXqqvBwqIaCdXwWHgDrg2VQups6GqOWW2A==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/types": "3.804.0",
         "@smithy/types": "^4.2.0",
@@ -697,6 +757,8 @@
       "resolved": "https://registry.npmjs.org/@aws-sdk/util-user-agent-node/-/util-user-agent-node-3.810.0.tgz",
       "integrity": "sha512-T56/ANEGNuvhqVoWZdr+0ZY2hjV93cH2OfGHIlVTVSAMACWG54XehDPESEso1CJNhJGYZPsE+FE42HGCk/XDMg==",
       "license": "Apache-2.0",
+      "optional": true,
+      "peer": true,
       "dependencies": {
         "@aws-sdk/middleware-user-agent": "3.810.0",
         "@aws-sdk/types": "3.804.0",
@@ -737,39 +799,20 @@
         "node": ">= 18"
       }
     },
-    "api/node_modules/@langchain/aws": {
-      "version": "0.1.8",
-      "resolved": "https://registry.npmjs.org/@langchain/aws/-/aws-0.1.8.tgz",
-      "integrity": "sha512-juyCQG8XQ1ikxUNK8zB9VDNOJtlS5zlf83aWZ1OqNJO2LqnMK1TQMTc8hPLvv63HnCk1iXJ7nI0SR7/jflvLPw==",
-      "license": "MIT",
-      "dependencies": {
-        "@aws-sdk/client-bedrock-agent-runtime": "^3.755.0",
-        "@aws-sdk/client-bedrock-runtime": "^3.755.0",
-        "@aws-sdk/client-kendra": "^3.750.0",
-        "@aws-sdk/credential-provider-node": "^3.750.0",
-        "zod": "^3.23.8",
-        "zod-to-json-schema": "^3.22.5"
-      },
-      "engines": {
-        "node": ">=18"
-      },
-      "peerDependencies": {
-        "@langchain/core": ">=0.3.41 <0.4.0"
-      }
-    },
     "api/node_modules/@langchain/community": {
-      "version": "0.3.42",
-      "resolved": "https://registry.npmjs.org/@langchain/community/-/community-0.3.42.tgz",
-      "integrity": "sha512-dTRoAy4XPalCB4Of5N4uQ8/KSGCddv48OGek8CULtdbBSkQ9s7iWtcb8hQEajkCwMfILVVzw1pU8IzE17oNHPA==",
+      "version": "0.3.44",
+      "resolved": "https://registry.npmjs.org/@langchain/community/-/community-0.3.44.tgz",
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@@ -1587,6 +1664,8 @@
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