diff --git a/api/package.json b/api/package.json
index 78e4a3ee34..2c87eb929a 100644
--- a/api/package.json
+++ b/api/package.json
@@ -43,11 +43,11 @@
     "@google/generative-ai": "^0.24.0",
     "@googleapis/youtube": "^20.0.0",
     "@keyv/redis": "^4.3.3",
-    "@langchain/core": "^0.3.72",
+    "@langchain/core": "^0.3.79",
     "@langchain/google-genai": "^0.2.13",
     "@langchain/google-vertexai": "^0.2.13",
     "@langchain/textsplitters": "^0.1.0",
-    "@librechat/agents": "^3.0.5",
+    "@librechat/agents": "^3.0.11",
     "@librechat/api": "*",
     "@librechat/data-schemas": "*",
     "@microsoft/microsoft-graph-client": "^3.0.7",
diff --git a/api/server/cleanup.js b/api/server/cleanup.js
index f2c2b20e84..c482a2267e 100644
--- a/api/server/cleanup.js
+++ b/api/server/cleanup.js
@@ -376,6 +376,8 @@ function disposeClient(client) {
     client.options = null;
   } catch {
     // Ignore errors during disposal
+  } finally {
+    logger.debug('[disposeClient] Client disposed');
   }
 }
 
diff --git a/api/server/controllers/agents/callbacks.js b/api/server/controllers/agents/callbacks.js
index 411c4ed9c5..82c9c72168 100644
--- a/api/server/controllers/agents/callbacks.js
+++ b/api/server/controllers/agents/callbacks.js
@@ -42,11 +42,22 @@ class ModelEndHandler {
 
     try {
       const agentContext = graph.getAgentContext(metadata);
-      if (
-        agentContext.provider === Providers.GOOGLE ||
-        agentContext.clientOptions?.disableStreaming
-      ) {
-        handleToolCalls(data?.output?.tool_calls, metadata, graph);
+      const isGoogle = agentContext.provider === Providers.GOOGLE;
+      const streamingDisabled = !!agentContext.clientOptions?.disableStreaming;
+
+      const toolCalls = data?.output?.tool_calls;
+      let hasUnprocessedToolCalls = false;
+      if (Array.isArray(toolCalls) && toolCalls.length > 0 && graph?.toolCallStepIds?.has) {
+        try {
+          hasUnprocessedToolCalls = toolCalls.some(
+            (tc) => tc?.id && !graph.toolCallStepIds.has(tc.id),
+          );
+        } catch {
+          hasUnprocessedToolCalls = false;
+        }
+      }
+      if (isGoogle || streamingDisabled || hasUnprocessedToolCalls) {
+        handleToolCalls(toolCalls, metadata, graph);
       }
 
       const usage = data?.output?.usage_metadata;
@@ -59,7 +70,6 @@ class ModelEndHandler {
       }
 
       this.collectedUsage.push(usage);
-      const streamingDisabled = !!agentContext.clientOptions?.disableStreaming;
       if (!streamingDisabled) {
         return;
       }
diff --git a/api/server/index.js b/api/server/index.js
index c084267ad1..4f6721eb5c 100644
--- a/api/server/index.js
+++ b/api/server/index.js
@@ -185,8 +185,8 @@ process.on('uncaughtException', (err) => {
     logger.error('There was an uncaught error:', err);
   }
 
-  if (err.message.includes('abort')) {
-    logger.warn('There was an uncatchable AbortController error.');
+  if (err.message && err.message?.toLowerCase()?.includes('abort')) {
+    logger.warn('There was an uncatchable abort error.');
     return;
   }
 
diff --git a/client/src/hooks/SSE/useStepHandler.ts b/client/src/hooks/SSE/useStepHandler.ts
index 3e73ef2052..309b70ea85 100644
--- a/client/src/hooks/SSE/useStepHandler.ts
+++ b/client/src/hooks/SSE/useStepHandler.ts
@@ -99,6 +99,12 @@ export default function useStepHandler({
     if (!updatedContent[index]) {
       updatedContent[index] = { type: contentPart.type as AllContentTypes };
     }
+    /** Prevent overwriting an existing content part with a different type */
+    const existingType = (updatedContent[index]?.type as string | undefined) ?? '';
+    if (existingType && !contentType.startsWith(existingType)) {
+      console.warn('Content type mismatch');
+      return message;
+    }
 
     if (
       contentType.startsWith(ContentTypes.TEXT) &&
@@ -151,12 +157,16 @@ export default function useStepHandler({
       const existingToolCall = existingContent?.tool_call;
       const toolCallArgs = (contentPart.tool_call as Agents.ToolCall).args;
       /** When args are a valid object, they are likely already invoked */
-      const args =
+      let args =
         finalUpdate ||
         typeof existingToolCall?.args === 'object' ||
         typeof toolCallArgs === 'object'
           ? contentPart.tool_call.args
           : (existingToolCall?.args ?? '') + (toolCallArgs ?? '');
+      /** Preserve previously streamed args when final update omits them */
+      if (finalUpdate && args == null && existingToolCall?.args != null) {
+        args = existingToolCall.args;
+      }
 
       const id = getNonEmptyValue([contentPart.tool_call.id, existingToolCall?.id]) ?? '';
       const name = getNonEmptyValue([contentPart.tool_call.name, existingToolCall?.name]) ?? '';
diff --git a/package-lock.json b/package-lock.json
index 9f1b9cc620..b35e9b65d9 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -59,11 +59,11 @@
         "@google/generative-ai": "^0.24.0",
         "@googleapis/youtube": "^20.0.0",
         "@keyv/redis": "^4.3.3",
-        "@langchain/core": "^0.3.72",
+        "@langchain/core": "^0.3.79",
         "@langchain/google-genai": "^0.2.13",
         "@langchain/google-vertexai": "^0.2.13",
         "@langchain/textsplitters": "^0.1.0",
-        "@librechat/agents": "^3.0.5",
+        "@librechat/agents": "^3.0.11",
         "@librechat/api": "*",
         "@librechat/data-schemas": "*",
         "@microsoft/microsoft-graph-client": "^3.0.7",
@@ -2590,24 +2590,24 @@
       }
     },
     "node_modules/@aws-sdk/client-bedrock-agent-runtime": {
-      "version": "3.925.0",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/client-bedrock-agent-runtime/-/client-bedrock-agent-runtime-3.925.0.tgz",
-      "integrity": "sha512-ApZMnN+24nGKruuxxDVAkmA7cf3JTvAk6nkoAUFEVS/USInguZCTsSW2tcgAQlYeFlx5S+hmiAXVjAbmJv2xEA==",
+      "version": "3.927.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/client-bedrock-agent-runtime/-/client-bedrock-agent-runtime-3.927.0.tgz",
+      "integrity": "sha512-k2UeG/+Ka74jztHDzYNrpNLDSsMCst+ph3+e7uAX5Jmo40tVKa+sVu4DkV3BIXuktc6jqM1ewtfPNug79kN6JQ==",
       "license": "Apache-2.0",
       "dependencies": {
         "@aws-crypto/sha256-browser": "5.2.0",
         "@aws-crypto/sha256-js": "5.2.0",
-        "@aws-sdk/core": "3.922.0",
-        "@aws-sdk/credential-provider-node": "3.925.0",
+        "@aws-sdk/core": "3.927.0",
+        "@aws-sdk/credential-provider-node": "3.927.0",
         "@aws-sdk/middleware-host-header": "3.922.0",
         "@aws-sdk/middleware-logger": "3.922.0",
         "@aws-sdk/middleware-recursion-detection": "3.922.0",
-        "@aws-sdk/middleware-user-agent": "3.922.0",
+        "@aws-sdk/middleware-user-agent": "3.927.0",
         "@aws-sdk/region-config-resolver": "3.925.0",
         "@aws-sdk/types": "3.922.0",
         "@aws-sdk/util-endpoints": "3.922.0",
         "@aws-sdk/util-user-agent-browser": "3.922.0",
-        "@aws-sdk/util-user-agent-node": "3.922.0",
+        "@aws-sdk/util-user-agent-node": "3.927.0",
         "@smithy/config-resolver": "^4.4.2",
         "@smithy/core": "^3.17.2",
         "@smithy/eventstream-serde-browser": "^4.2.4",
@@ -2643,9 +2643,9 @@
       }
     },
     "node_modules/@aws-sdk/client-bedrock-agent-runtime/node_modules/@aws-sdk/core": {
-      "version": "3.922.0",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/core/-/core-3.922.0.tgz",
-      "integrity": "sha512-EvfP4cqJfpO3L2v5vkIlTkMesPtRwWlMfsaW6Tpfm7iYfBOuTi6jx60pMDMTyJNVfh6cGmXwh/kj1jQdR+w99Q==",
+      "version": "3.927.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/core/-/core-3.927.0.tgz",
+      "integrity": "sha512-QOtR9QdjNeC7bId3fc/6MnqoEezvQ2Fk+x6F+Auf7NhOxwYAtB1nvh0k3+gJHWVGpfxN1I8keahRZd79U68/ag==",
       "license": "Apache-2.0",
       "dependencies": {
         "@aws-sdk/types": "3.922.0",
@@ -2712,12 +2712,12 @@
       }
     },
     "node_modules/@aws-sdk/client-bedrock-agent-runtime/node_modules/@aws-sdk/middleware-user-agent": {
-      "version": "3.922.0",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-user-agent/-/middleware-user-agent-3.922.0.tgz",
-      "integrity": "sha512-N4Qx/9KP3oVQBJOrSghhz8iZFtUC2NNeSZt88hpPhbqAEAtuX8aD8OzVcpnAtrwWqy82Yd2YTxlkqMGkgqnBsQ==",
+      "version": "3.927.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-user-agent/-/middleware-user-agent-3.927.0.tgz",
+      "integrity": "sha512-sv6St9EgEka6E7y19UMCsttFBZ8tsmz2sstgRd7LztlX3wJynpeDUhq0gtedguG1lGZY/gDf832k5dqlRLUk7g==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "3.922.0",
+        "@aws-sdk/core": "3.927.0",
         "@aws-sdk/types": "3.922.0",
         "@aws-sdk/util-endpoints": "3.922.0",
         "@smithy/core": "^3.17.2",
@@ -2787,12 +2787,12 @@
       }
     },
     "node_modules/@aws-sdk/client-bedrock-agent-runtime/node_modules/@aws-sdk/util-user-agent-node": {
-      "version": "3.922.0",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/util-user-agent-node/-/util-user-agent-node-3.922.0.tgz",
-      "integrity": "sha512-NrPe/Rsr5kcGunkog0eBV+bY0inkRELsD2SacC4lQZvZiXf8VJ2Y7j+Yq1tB+h+FPLsdt3v9wItIvDf/laAm0Q==",
+      "version": "3.927.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/util-user-agent-node/-/util-user-agent-node-3.927.0.tgz",
+      "integrity": "sha512-5Ty+29jBTHg1mathEhLJavzA7A7vmhephRYGenFzo8rApLZh+c+MCAqjddSjdDzcf5FH+ydGGnIrj4iIfbZIMQ==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/middleware-user-agent": "3.922.0",
+        "@aws-sdk/middleware-user-agent": "3.927.0",
         "@aws-sdk/types": "3.922.0",
         "@smithy/node-config-provider": "^4.3.4",
         "@smithy/types": "^4.8.1",
@@ -3342,28 +3342,28 @@
       "license": "MIT"
     },
     "node_modules/@aws-sdk/client-bedrock-runtime": {
-      "version": "3.925.0",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/client-bedrock-runtime/-/client-bedrock-runtime-3.925.0.tgz",
-      "integrity": "sha512-+CKHkRnsV17/bq8DWKqYskXNaZTuerpFwkOrHLv7ri43kumM2IAMdXdLeOD6k7C7qAU+5E8H8i4AZzC3WpOYYw==",
+      "version": "3.927.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/client-bedrock-runtime/-/client-bedrock-runtime-3.927.0.tgz",
+      "integrity": "sha512-glNCCATcVd2F1SGOw3LiXKtBZzmaJhNAzPttZKM44kak6P2njz67QUP08v9qb4VDPq4Yvu/Mvu1C/Q7Wsw8z9g==",
       "license": "Apache-2.0",
       "dependencies": {
         "@aws-crypto/sha256-browser": "5.2.0",
         "@aws-crypto/sha256-js": "5.2.0",
-        "@aws-sdk/core": "3.922.0",
-        "@aws-sdk/credential-provider-node": "3.925.0",
+        "@aws-sdk/core": "3.927.0",
+        "@aws-sdk/credential-provider-node": "3.927.0",
         "@aws-sdk/eventstream-handler-node": "3.922.0",
         "@aws-sdk/middleware-eventstream": "3.922.0",
         "@aws-sdk/middleware-host-header": "3.922.0",
         "@aws-sdk/middleware-logger": "3.922.0",
         "@aws-sdk/middleware-recursion-detection": "3.922.0",
-        "@aws-sdk/middleware-user-agent": "3.922.0",
+        "@aws-sdk/middleware-user-agent": "3.927.0",
         "@aws-sdk/middleware-websocket": "3.922.0",
         "@aws-sdk/region-config-resolver": "3.925.0",
-        "@aws-sdk/token-providers": "3.925.0",
+        "@aws-sdk/token-providers": "3.927.0",
         "@aws-sdk/types": "3.922.0",
         "@aws-sdk/util-endpoints": "3.922.0",
         "@aws-sdk/util-user-agent-browser": "3.922.0",
-        "@aws-sdk/util-user-agent-node": "3.922.0",
+        "@aws-sdk/util-user-agent-node": "3.927.0",
         "@smithy/config-resolver": "^4.4.2",
         "@smithy/core": "^3.17.2",
         "@smithy/eventstream-serde-browser": "^4.2.4",
@@ -3401,9 +3401,9 @@
       }
     },
     "node_modules/@aws-sdk/client-bedrock-runtime/node_modules/@aws-sdk/core": {
-      "version": "3.922.0",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/core/-/core-3.922.0.tgz",
-      "integrity": "sha512-EvfP4cqJfpO3L2v5vkIlTkMesPtRwWlMfsaW6Tpfm7iYfBOuTi6jx60pMDMTyJNVfh6cGmXwh/kj1jQdR+w99Q==",
+      "version": "3.927.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/core/-/core-3.927.0.tgz",
+      "integrity": "sha512-QOtR9QdjNeC7bId3fc/6MnqoEezvQ2Fk+x6F+Auf7NhOxwYAtB1nvh0k3+gJHWVGpfxN1I8keahRZd79U68/ag==",
       "license": "Apache-2.0",
       "dependencies": {
         "@aws-sdk/types": "3.922.0",
@@ -3470,12 +3470,12 @@
       }
     },
     "node_modules/@aws-sdk/client-bedrock-runtime/node_modules/@aws-sdk/middleware-user-agent": {
-      "version": "3.922.0",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-user-agent/-/middleware-user-agent-3.922.0.tgz",
-      "integrity": "sha512-N4Qx/9KP3oVQBJOrSghhz8iZFtUC2NNeSZt88hpPhbqAEAtuX8aD8OzVcpnAtrwWqy82Yd2YTxlkqMGkgqnBsQ==",
+      "version": "3.927.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/middleware-user-agent/-/middleware-user-agent-3.927.0.tgz",
+      "integrity": "sha512-sv6St9EgEka6E7y19UMCsttFBZ8tsmz2sstgRd7LztlX3wJynpeDUhq0gtedguG1lGZY/gDf832k5dqlRLUk7g==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "3.922.0",
+        "@aws-sdk/core": "3.927.0",
         "@aws-sdk/types": "3.922.0",
         "@aws-sdk/util-endpoints": "3.922.0",
         "@smithy/core": "^3.17.2",
@@ -3488,23 +3488,23 @@
       }
     },
     "node_modules/@aws-sdk/client-bedrock-runtime/node_modules/@aws-sdk/nested-clients": {
-      "version": "3.925.0",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/nested-clients/-/nested-clients-3.925.0.tgz",
-      "integrity": "sha512-Fc8QhH+1YzGQb5aWQUX6gRnKSzUZ9p3p/muqXIgYBL8RSd5O6hSPhDTyrOWE247zFlOjVlAlEnoTMJKarH0cIA==",
+      "version": "3.927.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/nested-clients/-/nested-clients-3.927.0.tgz",
+      "integrity": "sha512-Oy6w7+fzIdr10DhF/HpfVLy6raZFTdiE7pxS1rvpuj2JgxzW2y6urm2sYf3eLOpMiHyuG4xUBwFiJpU9CCEvJA==",
       "license": "Apache-2.0",
       "dependencies": {
         "@aws-crypto/sha256-browser": "5.2.0",
         "@aws-crypto/sha256-js": "5.2.0",
-        "@aws-sdk/core": "3.922.0",
+        "@aws-sdk/core": "3.927.0",
         "@aws-sdk/middleware-host-header": "3.922.0",
         "@aws-sdk/middleware-logger": "3.922.0",
         "@aws-sdk/middleware-recursion-detection": "3.922.0",
-        "@aws-sdk/middleware-user-agent": "3.922.0",
+        "@aws-sdk/middleware-user-agent": "3.927.0",
         "@aws-sdk/region-config-resolver": "3.925.0",
         "@aws-sdk/types": "3.922.0",
         "@aws-sdk/util-endpoints": "3.922.0",
         "@aws-sdk/util-user-agent-browser": "3.922.0",
-        "@aws-sdk/util-user-agent-node": "3.922.0",
+        "@aws-sdk/util-user-agent-node": "3.927.0",
         "@smithy/config-resolver": "^4.4.2",
         "@smithy/core": "^3.17.2",
         "@smithy/fetch-http-handler": "^5.3.5",
@@ -3553,13 +3553,13 @@
       }
     },
     "node_modules/@aws-sdk/client-bedrock-runtime/node_modules/@aws-sdk/token-providers": {
-      "version": "3.925.0",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/token-providers/-/token-providers-3.925.0.tgz",
-      "integrity": "sha512-F4Oibka1W5YYDeL+rGt/Hg3NLjOzrJdmuZOE0OFQt/U6dnJwYmYi2gFqduvZnZcD1agNm37mh7/GUq1zvKS6ig==",
+      "version": "3.927.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/token-providers/-/token-providers-3.927.0.tgz",
+      "integrity": "sha512-JRdaprkZjZ6EY4WVwsZaEjPUj9W9vqlSaFDm4oD+IbwlY4GjAXuUQK6skKcvVyoOsSTvJp/CaveSws2FiWUp9Q==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/core": "3.922.0",
-        "@aws-sdk/nested-clients": "3.925.0",
+        "@aws-sdk/core": "3.927.0",
+        "@aws-sdk/nested-clients": "3.927.0",
         "@aws-sdk/types": "3.922.0",
         "@smithy/property-provider": "^4.2.4",
         "@smithy/shared-ini-file-loader": "^4.3.4",
@@ -3612,12 +3612,12 @@
       }
     },
     "node_modules/@aws-sdk/client-bedrock-runtime/node_modules/@aws-sdk/util-user-agent-node": {
-      "version": "3.922.0",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/util-user-agent-node/-/util-user-agent-node-3.922.0.tgz",
-      "integrity": "sha512-NrPe/Rsr5kcGunkog0eBV+bY0inkRELsD2SacC4lQZvZiXf8VJ2Y7j+Yq1tB+h+FPLsdt3v9wItIvDf/laAm0Q==",
+      "version": "3.927.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/util-user-agent-node/-/util-user-agent-node-3.927.0.tgz",
+      "integrity": "sha512-5Ty+29jBTHg1mathEhLJavzA7A7vmhephRYGenFzo8rApLZh+c+MCAqjddSjdDzcf5FH+ydGGnIrj4iIfbZIMQ==",
       "license": "Apache-2.0",
       "dependencies": {
-        "@aws-sdk/middleware-user-agent": "3.922.0",
+        "@aws-sdk/middleware-user-agent": "3.927.0",
         "@aws-sdk/types": "3.922.0",
         "@smithy/node-config-provider": "^4.3.4",
         "@smithy/types": "^4.8.1",
@@ -4319,24 +4319,24 @@
       }
     },
     "node_modules/@aws-sdk/client-kendra": {
-      "version": "3.925.0",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/client-kendra/-/client-kendra-3.925.0.tgz",
-      "integrity": "sha512-k+HqqmscCV6VJVRrd4dXsYvvlATWxIhTdGnnLXpV+jxXa40DTQmr5H/6ne1I9d+snDk9V9cRThUc1/hyXU6qGg==",
+      "version": "3.927.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/client-kendra/-/client-kendra-3.927.0.tgz",
+      "integrity": "sha512-DWyNlC6BFhzoDkyKZ3xv0BC/xcXF3Tpq6j6Z42DXO9KEUjiGmC3se9l/GFEVtRLh/DR4p7cTJsxzA2QNuthRNg==",
       "license": "Apache-2.0",
       "dependencies": {
         "@aws-crypto/sha256-browser": "5.2.0",
         "@aws-crypto/sha256-js": "5.2.0",
-        "@aws-sdk/core": "3.922.0",
-        "@aws-sdk/credential-provider-node": "3.925.0",
+        "@aws-sdk/core": "3.927.0",
+        "@aws-sdk/credential-provider-node": "3.927.0",
         "@aws-sdk/middleware-host-header": "3.922.0",
         "@aws-sdk/middleware-logger": "3.922.0",
         "@aws-sdk/middleware-recursion-detection": "3.922.0",
-        "@aws-sdk/middleware-user-agent": "3.922.0",
+        "@aws-sdk/middleware-user-agent": "3.927.0",
         "@aws-sdk/region-config-resolver": "3.925.0",
         "@aws-sdk/types": "3.922.0",
         "@aws-sdk/util-endpoints": "3.922.0",
         "@aws-sdk/util-user-agent-browser": "3.922.0",
-        "@aws-sdk/util-user-agent-node": "3.922.0",
+        "@aws-sdk/util-user-agent-node": "3.927.0",
         "@smithy/config-resolver": "^4.4.2",
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@@ -17853,6 +18459,91 @@
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@@ -45775,8 +46466,8 @@
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         "@keyv/redis": "^4.3.3",
-        "@langchain/core": "^0.3.72",
-        "@librechat/agents": "^3.0.5",
+        "@langchain/core": "^0.3.79",
+        "@librechat/agents": "^3.0.11",
         "@librechat/data-schemas": "*",
         "@modelcontextprotocol/sdk": "^1.17.1",
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diff --git a/packages/api/package.json b/packages/api/package.json
index a29a3c637e..e3544d7d04 100644
--- a/packages/api/package.json
+++ b/packages/api/package.json
@@ -82,8 +82,8 @@
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     "@keyv/redis": "^4.3.3",
-    "@langchain/core": "^0.3.72",
-    "@librechat/agents": "^3.0.5",
+    "@langchain/core": "^0.3.79",
+    "@librechat/agents": "^3.0.11",
     "@librechat/data-schemas": "*",
     "@modelcontextprotocol/sdk": "^1.17.1",
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