diff --git a/packages/@n8n/nodes-langchain/package.json b/packages/@n8n/nodes-langchain/package.json
index 631aefeaacf..e383b468087 100644
--- a/packages/@n8n/nodes-langchain/package.json
+++ b/packages/@n8n/nodes-langchain/package.json
@@ -316,7 +316,7 @@
     "n8n-core": "workspace:*",
     "n8n-nodes-base": "workspace:*",
     "n8n-workflow": "workspace:*",
-    "openai": "^6.34.0",
+    "openai": "catalog:",
     "oracledb": "catalog:",
     "pg": "catalog:",
     "redis": "4.6.14",
diff --git a/packages/@n8n/nodes-langchain/utils/helpers.ts b/packages/@n8n/nodes-langchain/utils/helpers.ts
index a582314bf77..d7777f22cab 100644
--- a/packages/@n8n/nodes-langchain/utils/helpers.ts
+++ b/packages/@n8n/nodes-langchain/utils/helpers.ts
@@ -219,18 +219,15 @@ export const getConnectedTools = async (
 				const tools = toolOrToolkit.tools;
 				// Add metadata to each tool from the toolkit
 				return tools.map((tool) => {
-					const sourceNode = parentNodes[index] ?? tool.name;
-
 					tool.metadata ??= {};
 					tool.metadata.isFromToolkit = true;
-					tool.metadata.sourceNodeName = sourceNode?.name;
+					tool.metadata.sourceNodeName = parentNodes[index]?.name ?? tool.name;
 					return tool;
 				});
 			} else {
-				const sourceNode = parentNodes[index] ?? toolOrToolkit.name;
 				toolOrToolkit.metadata ??= {};
 				toolOrToolkit.metadata.isFromToolkit = false;
-				toolOrToolkit.metadata.sourceNodeName = sourceNode?.name;
+				toolOrToolkit.metadata.sourceNodeName = parentNodes[index]?.name ?? toolOrToolkit.name;
 			}
 
 			return toolOrToolkit;
diff --git a/packages/@n8n/nodes-langchain/utils/tests/helpers.test.ts b/packages/@n8n/nodes-langchain/utils/tests/helpers.test.ts
index bd28ca41276..973117df1de 100644
--- a/packages/@n8n/nodes-langchain/utils/tests/helpers.test.ts
+++ b/packages/@n8n/nodes-langchain/utils/tests/helpers.test.ts
@@ -269,17 +269,17 @@ describe('getConnectedTools', () => {
 			{
 				name: 'tool1',
 				description: 'desc1',
-				metadata: { isFromToolkit: false, sourceNodeName: undefined },
+				metadata: { isFromToolkit: false, sourceNodeName: 'tool1' },
 			},
 			{
 				name: 'toolkitTool1',
 				description: 'toolkitToolDesc1',
-				metadata: { isFromToolkit: true, sourceNodeName: undefined },
+				metadata: { isFromToolkit: true, sourceNodeName: 'toolkitTool1' },
 			},
 			{
 				name: 'toolkitTool2',
 				description: 'toolkitToolDesc2',
-				metadata: { isFromToolkit: true, sourceNodeName: undefined },
+				metadata: { isFromToolkit: true, sourceNodeName: 'toolkitTool2' },
 			},
 		]);
 	});
@@ -342,6 +342,84 @@ describe('getConnectedTools', () => {
 		});
 	});
 
+	describe('toolkit detection across duplicated n8n-core copies', () => {
+		class ForeignStructuredToolkit {
+			constructor(readonly tools: Tool[]) {}
+
+			getTools(): Tool[] {
+				return this.tools;
+			}
+		}
+
+		it('should flatten a toolkit whose class identity differs from the local StructuredToolkit', async () => {
+			const gatedTool = { name: 'gmail_send', description: 'Send an email' } as Tool;
+
+			mockExecuteFunctions.getInputConnectionData = vi
+				.fn()
+				.mockResolvedValue([new ForeignStructuredToolkit([gatedTool])]);
+			mockExecuteFunctions.getParentNodes = vi.fn().mockReturnValue([{ name: 'Gmail HITL' }]);
+
+			const tools = await getConnectedTools(mockExecuteFunctions, false);
+
+			expect(tools).toHaveLength(1);
+			expect(tools[0].name).toBe('gmail_send');
+			expect(tools[0].metadata).toEqual({
+				isFromToolkit: true,
+				sourceNodeName: 'Gmail HITL',
+			});
+		});
+
+		it('should keep plain tools untouched when connected alongside a foreign-identity toolkit', async () => {
+			const directTool = { name: 'direct_tool', description: 'Direct tool' } as Tool;
+			const gatedTool1 = { name: 'gated_tool_1', description: 'Gated tool 1' } as Tool;
+			const gatedTool2 = { name: 'gated_tool_2', description: 'Gated tool 2' } as Tool;
+
+			mockExecuteFunctions.getInputConnectionData = vi
+				.fn()
+				.mockResolvedValue([directTool, new ForeignStructuredToolkit([gatedTool1, gatedTool2])]);
+			mockExecuteFunctions.getParentNodes = vi
+				.fn()
+				.mockReturnValue([{ name: 'Direct Tool' }, { name: 'Gmail HITL' }]);
+
+			const tools = await getConnectedTools(mockExecuteFunctions, false);
+
+			expect(tools.map((tool) => tool.name)).toEqual([
+				'direct_tool',
+				'gated_tool_1',
+				'gated_tool_2',
+			]);
+			expect(tools[0].metadata).toEqual({
+				isFromToolkit: false,
+				sourceNodeName: 'Direct Tool',
+			});
+			expect(tools[1].metadata).toEqual({
+				isFromToolkit: true,
+				sourceNodeName: 'Gmail HITL',
+			});
+			expect(tools[2].metadata).toEqual({
+				isFromToolkit: true,
+				sourceNodeName: 'Gmail HITL',
+			});
+		});
+
+		it('should fall back to the tool name when no parent node is found for a toolkit', async () => {
+			const gatedTool = { name: 'gmail_send', description: 'Send an email' } as Tool;
+
+			mockExecuteFunctions.getInputConnectionData = vi
+				.fn()
+				.mockResolvedValue([new ForeignStructuredToolkit([gatedTool])]);
+			mockExecuteFunctions.getParentNodes = vi.fn().mockReturnValue([]);
+
+			const tools = await getConnectedTools(mockExecuteFunctions, false);
+
+			expect(tools).toHaveLength(1);
+			expect(tools[0].metadata).toEqual({
+				isFromToolkit: true,
+				sourceNodeName: 'gmail_send',
+			});
+		});
+	});
+
 	it('should map source node names correctly when a disabled tool node is still connected', async () => {
 		// getParentNodes returns ALL parents including disabled ones,
 		// while getInputConnectionData filters disabled nodes out.
diff --git a/packages/core/src/execution-engine/node-execution-context/utils/__tests__/get-input-connection-data.test.ts b/packages/core/src/execution-engine/node-execution-context/utils/__tests__/get-input-connection-data.test.ts
index 0a5cf1c07a3..5cb2cfaa51d 100644
--- a/packages/core/src/execution-engine/node-execution-context/utils/__tests__/get-input-connection-data.test.ts
+++ b/packages/core/src/execution-engine/node-execution-context/utils/__tests__/get-input-connection-data.test.ts
@@ -1428,6 +1428,24 @@ describe('createHitlToolkit', () => {
 		expect(result.tools[1].metadata?.sourceNodeName).toBe('HITL Node');
 	});
 
+	it('should extract tools from a toolkit whose class identity differs', () => {
+		const tool = new DynamicStructuredTool({
+			name: 'foreign_tool',
+			description: 'Tool from a foreign toolkit',
+			schema: z.object({ a: z.string() }),
+			func: async () => 'result',
+			metadata: { sourceNodeName: 'Node 1' },
+		});
+		const foreignToolkit = { tools: [tool], getTools: () => [tool] };
+
+		const result = createHitlToolkit([foreignToolkit as unknown as StructuredToolkit], hitlNode);
+
+		expect(result.tools).toHaveLength(1);
+		expect(result.tools[0].name).toBe('foreign_tool');
+		expect(result.tools[0].metadata?.sourceNodeName).toBe('HITL Node');
+		expect(result.tools[0].metadata?.gatedToolNodeName).toBe('Node 1');
+	});
+
 	it('should handle mixed array of tools and toolkits', () => {
 		const standaloneTool = new DynamicStructuredTool({
 			name: 'standalone_tool',
@@ -1617,6 +1635,17 @@ describe('extendResponseMetadata', () => {
 		extendResponseMetadata(toolkit, { name: 'HITL Node' } as INode);
 		expect(toolkit.tools[0].metadata?.sourceNodeName).toBe('HITL Node');
 	});
+	it('should extend metadata for toolkits whose class identity differs (duplicated n8n-core)', () => {
+		const tool = new DynamicStructuredTool({
+			name: 'test_tool',
+			description: 'Test tool',
+			schema: z.object({ input: z.string() }),
+			func: async () => 'result',
+		});
+		const foreignToolkit = { tools: [tool], getTools: () => [tool] };
+		extendResponseMetadata(foreignToolkit, { name: 'HITL Node' } as INode);
+		expect(tool.metadata?.sourceNodeName).toBe('HITL Node');
+	});
 	it('should extend metadata for tools', () => {
 		const tool = new DynamicStructuredTool({
 			name: 'test_tool',
@@ -1627,4 +1656,14 @@ describe('extendResponseMetadata', () => {
 		extendResponseMetadata(tool, { name: 'HITL Node' } as INode);
 		expect(tool.metadata?.sourceNodeName).toBe('HITL Node');
 	});
+	it('should extend metadata for a single tool whose class identity differs (duplicated @langchain/core)', () => {
+		const foreignTool = {
+			name: 'foreign_tool',
+			description: 'Tool from another copy',
+			invoke: async () => 'x',
+			metadata: {} as Record<string, unknown>,
+		};
+		extendResponseMetadata(foreignTool, { name: 'HITL Node' } as INode);
+		expect(foreignTool.metadata.sourceNodeName).toBe('HITL Node');
+	});
 });
diff --git a/packages/core/src/execution-engine/node-execution-context/utils/ai-tool-types.ts b/packages/core/src/execution-engine/node-execution-context/utils/ai-tool-types.ts
index 53e6c2025e1..923aa0ac0a3 100644
--- a/packages/core/src/execution-engine/node-execution-context/utils/ai-tool-types.ts
+++ b/packages/core/src/execution-engine/node-execution-context/utils/ai-tool-types.ts
@@ -17,6 +17,17 @@ export class StructuredToolkit extends BaseToolkit {
 	getTools(): StructuredToolInterface[] {
 		return this.tools;
 	}
+
+	// The packaged app can materialize more than one copy of n8n-core,
+	// so `instanceof` misses toolkits built by another copy of n8n-core
+	static [Symbol.hasInstance](value: unknown): value is StructuredToolkit {
+		return (
+			typeof value === 'object' &&
+			value !== null &&
+			Array.isArray((value as { tools?: unknown }).tools) &&
+			typeof (value as { getTools?: unknown }).getTools === 'function'
+		);
+	}
 }
 
 /**
diff --git a/packages/core/src/execution-engine/node-execution-context/utils/get-input-connection-data.ts b/packages/core/src/execution-engine/node-execution-context/utils/get-input-connection-data.ts
index 0fd865aa49c..204bdede837 100644
--- a/packages/core/src/execution-engine/node-execution-context/utils/get-input-connection-data.ts
+++ b/packages/core/src/execution-engine/node-execution-context/utils/get-input-connection-data.ts
@@ -48,6 +48,19 @@ function ensureArray<T>(value: T | T[] | undefined): T[] {
 	return Array.isArray(value) ? value : [value];
 }
 
+// Tools are matched structurally, not by class identity
+function isTool(value: unknown): value is StructuredTool | Tool {
+	if (value instanceof StructuredTool || value instanceof Tool) return true;
+	if (value instanceof StructuredToolkit) return false;
+	return (
+		typeof value === 'object' &&
+		value !== null &&
+		typeof (value as { name?: unknown }).name === 'string' &&
+		typeof (value as { description?: unknown }).description === 'string' &&
+		typeof (value as { invoke?: unknown }).invoke === 'function'
+	);
+}
+
 export function createHitlToolkit(
 	connectedToolsOrToolkits: SupplyDataToolResponse[] | SupplyDataToolResponse | undefined,
 	hitlNode: INode,
@@ -364,7 +377,7 @@ function validateInputConfiguration(
 // Extends metadata for tools and toolkits to include the source node name that is used for HITL routing
 export function extendResponseMetadata(response: unknown, connectedNode: INode) {
 	// Ensure sourceNodeName is set for proper routing
-	if (response instanceof StructuredTool || response instanceof Tool) {
+	if (isTool(response)) {
 		response.metadata ??= {};
 		response.metadata.sourceNodeName = connectedNode.name;
 	}
diff --git a/packages/testing/playwright/tests/e2e/ai/hitl-for-tools.spec.ts b/packages/testing/playwright/tests/e2e/ai/hitl-for-tools.spec.ts
index a60906bcb62..a950f6aed9f 100644
--- a/packages/testing/playwright/tests/e2e/ai/hitl-for-tools.spec.ts
+++ b/packages/testing/playwright/tests/e2e/ai/hitl-for-tools.spec.ts
@@ -1,3 +1,5 @@
+import { nanoid } from 'nanoid';
+
 import {
 	AGENT_NODE_NAME,
 	AI_LANGUAGE_MODEL_OPENAI_CHAT_MODEL_NODE_NAME,
@@ -41,6 +43,21 @@ async function setEditorText(n8n: n8nPage, parameterName: string, value: string)
 	await codeEditor.fill(value);
 }
 
+const ANTHROPIC_RESPONSE = {
+	id: 'msg_hitl_visibility',
+	type: 'message',
+	role: 'assistant',
+	model: 'claude-sonnet-4-5-20250929',
+	content: [{ type: 'text', text: 'Here is my answer.' }],
+	stop_reason: 'end_turn',
+	stop_sequence: null,
+	usage: { input_tokens: 10, output_tokens: 5 },
+};
+
+interface AnthropicMessagesRequest {
+	tools?: Array<{ name?: string }>;
+}
+
 const hitlForToolsTestConfig = {
 	capability: {
 		services: ['proxy'],
@@ -148,5 +165,58 @@ test.describe(
 			await approveButton.click({ button: 'middle' });
 			await waitForWorkflowSuccess(n8n);
 		});
+
+		// The duplicated-module bug this guards against only reproduces in the packaged image (container mode)
+		test('agent should send HITL-wrapped tools to the model on the first turn, before approval', async ({
+			n8n,
+			api,
+			services,
+		}) => {
+			// Mock Anthropic so the agent completes one turn; only the request matters
+			await services.proxy.createExpectation({
+				httpRequest: { method: 'POST', path: '/v1/messages' },
+				httpResponse: {
+					statusCode: 200,
+					headers: { 'Content-Type': ['application/json'] },
+					body: JSON.stringify(ANTHROPIC_RESPONSE),
+				},
+			});
+
+			const credential = await api.credentials.createCredential({
+				name: `Anthropic account ${nanoid()}`,
+				type: 'anthropicApi',
+				data: { apiKey: 'test-key' },
+			});
+
+			const imported = await api.workflows.importWorkflowFromFile('hitl-wrapped-tool.json', {
+				transform: (workflow) => {
+					const modelNode = workflow.nodes?.find((node) => node.name === 'Anthropic Chat Model');
+					if (!modelNode) throw new Error('Anthropic Chat Model node not found in fixture');
+					modelNode.credentials = { anthropicApi: { id: credential.id, name: credential.name } };
+					return workflow;
+				},
+			});
+			await n8n.start.fromExistingWorkflow(imported.workflowId);
+
+			await n8n.canvas.clickManualChatButton();
+			await n8n.canvas.logsPanel.sendManualChatMessage('What tools do you have access to?');
+
+			const getMessagesRequests = async () =>
+				(await services.proxy.getAllRequestsMade()).filter(
+					(request) => request.httpRequest?.path === '/v1/messages',
+				);
+
+			await expect
+				.poll(async () => (await getMessagesRequests()).length, { timeout: 30_000 })
+				.toBeGreaterThan(0);
+
+			const body = (await getMessagesRequests())[0]?.httpRequest?.body as {
+				json?: AnthropicMessagesRequest;
+			};
+			const toolNames = (body?.json?.tools ?? []).map((tool) => tool.name);
+
+			expect(toolNames).toContain('Direct_Tool');
+			expect(toolNames).toContain('Get_secret_message');
+		});
 	},
 );
diff --git a/packages/testing/playwright/workflows/hitl-wrapped-tool.json b/packages/testing/playwright/workflows/hitl-wrapped-tool.json
new file mode 100644
index 00000000000..08fa1ece539
--- /dev/null
+++ b/packages/testing/playwright/workflows/hitl-wrapped-tool.json
@@ -0,0 +1,86 @@
+{
+	"name": "HITL wrapped tool visibility",
+	"nodes": [
+		{
+			"parameters": { "options": {} },
+			"type": "@n8n/n8n-nodes-langchain.chatTrigger",
+			"typeVersion": 1.4,
+			"position": [0, 0],
+			"id": "11111111-1111-1111-1111-111111111111",
+			"name": "When chat message received",
+			"webhookId": "aaaaaaaa-1111-1111-1111-111111111111"
+		},
+		{
+			"parameters": { "options": {} },
+			"type": "@n8n/n8n-nodes-langchain.agent",
+			"typeVersion": 3.1,
+			"position": [220, 0],
+			"id": "22222222-2222-2222-2222-222222222222",
+			"name": "AI Agent"
+		},
+		{
+			"parameters": {
+				"model": {
+					"__rl": true,
+					"mode": "list",
+					"value": "claude-sonnet-4-5-20250929",
+					"cachedResultName": "Claude Sonnet 4.5"
+				},
+				"options": {}
+			},
+			"type": "@n8n/n8n-nodes-langchain.lmChatAnthropic",
+			"typeVersion": 1.5,
+			"position": [80, 220],
+			"id": "33333333-3333-3333-3333-333333333333",
+			"name": "Anthropic Chat Model"
+		},
+		{
+			"parameters": { "options": {} },
+			"type": "@n8n/n8n-nodes-langchain.chatHitlTool",
+			"typeVersion": 1.3,
+			"position": [200, 220],
+			"id": "44444444-4444-4444-4444-444444444444",
+			"name": "Human Review",
+			"webhookId": "bbbbbbbb-2222-2222-2222-222222222222"
+		},
+		{
+			"parameters": {
+				"description": "Returns the secret message",
+				"jsCode": "return 'secret';"
+			},
+			"type": "@n8n/n8n-nodes-langchain.toolCode",
+			"typeVersion": 1.3,
+			"position": [140, 440],
+			"id": "55555555-5555-5555-5555-555555555555",
+			"name": "Get secret message"
+		},
+		{
+			"parameters": {
+				"description": "Look up the current time",
+				"jsCode": "return '12:00';"
+			},
+			"type": "@n8n/n8n-nodes-langchain.toolCode",
+			"typeVersion": 1.3,
+			"position": [420, 220],
+			"id": "77777777-7777-7777-7777-777777777777",
+			"name": "Direct Tool"
+		}
+	],
+	"connections": {
+		"When chat message received": {
+			"main": [[{ "node": "AI Agent", "type": "main", "index": 0 }]]
+		},
+		"Anthropic Chat Model": {
+			"ai_languageModel": [[{ "node": "AI Agent", "type": "ai_languageModel", "index": 0 }]]
+		},
+		"Human Review": {
+			"ai_tool": [[{ "node": "AI Agent", "type": "ai_tool", "index": 0 }]]
+		},
+		"Get secret message": {
+			"ai_tool": [[{ "node": "Human Review", "type": "ai_tool", "index": 0 }]]
+		},
+		"Direct Tool": {
+			"ai_tool": [[{ "node": "AI Agent", "type": "ai_tool", "index": 0 }]]
+		}
+	}
+}
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 800a90ed534..1a3e54dc53f 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -442,8 +442,8 @@ catalogs:
       specifier: 14.0.14
       version: 14.0.14
     openai:
-      specifier: 6.19.0
-      version: 6.19.0
+      specifier: 6.46.0
+      version: 6.46.0
     oracledb:
       specifier: 6.10.0
       version: 6.10.0
@@ -982,7 +982,7 @@ importers:
         version: 8.18.0
       langsmith:
         specifier: 0.6.0
-        version: 0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       undici:
         specifier: catalog:undici-v7
         version: 7.28.0
@@ -1071,19 +1071,19 @@ importers:
     dependencies:
       '@langchain/classic':
         specifier: 1.0.27
-        version: 1.0.27(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(cheerio@1.1.0)(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 1.0.27(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(cheerio@1.1.0)(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       '@langchain/community':
         specifier: 'catalog:'
-        version: 1.1.27(6643a8b26281c71c98a93046db720c1e)
+        version: 1.1.27(9666f5a7d62472afeba931cf82d8dd22)
       '@langchain/core':
         specifier: 'catalog:'
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+        version: 1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       '@langchain/openai':
         specifier: 'catalog:'
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+        version: 1.4.4(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       '@langchain/textsplitters':
         specifier: 1.0.1
-        version: 1.0.1(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))
+        version: 1.0.1(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))
       '@n8n/api-types':
         specifier: workspace:*
         version: link:../api-types
@@ -1107,7 +1107,7 @@ importers:
         version: 1.0.21
       langchain:
         specifier: 'catalog:'
-        version: 1.2.30(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@7.0.2))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 1.2.30(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@7.0.2))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       lodash:
         specifier: 4.18.1
         version: 4.18.1
@@ -1177,19 +1177,19 @@ importers:
     dependencies:
       '@langchain/anthropic':
         specifier: 'catalog:'
-        version: 1.3.27(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))
+        version: 1.3.27(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))
       '@langchain/core':
         specifier: 'catalog:'
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+        version: 1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       '@langchain/langgraph':
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+        version: 1.0.2(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(zod-to-json-schema@3.25.2(zod@3.25.67))(zod@3.25.67)
       '@langchain/langgraph-checkpoint':
         specifier: 'catalog:'
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+        version: 1.0.0(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))
       '@langchain/openai':
         specifier: 'catalog:'
-        version: 1.4.4(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 1.4.4(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       '@mozilla/readability':
         specifier: 'catalog:'
         version: 0.6.0
@@ -1231,10 +1231,10 @@ importers:
         version: 23.0.1(bufferutil@4.0.9)(utf-8-validate@5.0.10)
       langchain:
         specifier: 'catalog:'
-        version: 1.2.30(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@7.0.2))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 1.2.30(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@7.0.2))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       langsmith:
         specifier: 0.6.0
-        version: 0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       lodash:
         specifier: 4.18.1
         version: 4.18.1
@@ -2481,7 +2481,7 @@ importers:
         version: 1.0.64
       '@langchain/anthropic':
         specifier: 'catalog:'
-        version: 1.3.27(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))
+        version: 1.3.27(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))
       '@mozilla/readability':
         specifier: 'catalog:'
         version: 0.6.0
@@ -2523,7 +2523,7 @@ importers:
         version: 3.4.2
       langsmith:
         specifier: 0.6.0
-        version: 0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       linkedom:
         specifier: ^0.18.9
         version: 0.18.12
@@ -2569,7 +2569,7 @@ importers:
         version: 3.0.81(zod@3.25.67)
       '@langchain/core':
         specifier: 'catalog:'
-        version: 1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       '@n8n/typescript-config':
         specifier: workspace:*
         version: link:../typescript-config
@@ -2973,7 +2973,7 @@ importers:
         version: 12.1.0
       '@getzep/zep-cloud':
         specifier: 1.0.6
-        version: 1.0.6(29b5b6327138d44043b531586301258e)
+        version: 1.0.6(f7636f1681b49d771ee2a293a491ade5)
       '@getzep/zep-js':
         specifier: 0.9.0
         version: 0.9.0
@@ -2991,67 +2991,67 @@ importers:
         version: 4.0.5
       '@langchain/anthropic':
         specifier: 'catalog:'
-        version: 1.3.27(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))
+        version: 1.3.27(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))
       '@langchain/aws':
         specifier: 1.0.3
-        version: 1.0.3(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))
+        version: 1.0.3(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))
       '@langchain/classic':
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+        version: 1.0.0(@langchain/langgraph@1.0.2(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(zod-to-json-schema@3.23.3(zod@3.25.67))(zod@3.25.67))(@opentelemetry/api-logs@0.217.0)(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(@typescript/typescript6@6.0.2))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)
       '@microsoft/agents-activity':
         specifier: 1.6.1
         version: 1.6.1
@@ -3111,7 +3111,7 @@ importers:
         version: link:../utils
       '@oracle/langchain-oracledb':
         specifier: 0.2.0
-        version: 0.2.0(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(@langchain/textsplitters@1.0.1(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))))(oracledb@6.10.0)
+        version: 0.2.0(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(@langchain/textsplitters@1.0.1(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))))(oracledb@6.10.0)
       '@pinecone-database/pinecone':
         specifier: 'catalog:'
         version: 5.1.2
@@ -3177,7 +3177,7 @@ importers:
         version: 23.0.1(bufferutil@4.0.9)(utf-8-validate@5.0.10)
       langchain:
         specifier: 'catalog:'
-        version: 1.2.30(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(@typescript/typescript6@6.0.2))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 1.2.30(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(@typescript/typescript6@6.0.2))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       lodash:
         specifier: 4.18.1
         version: 4.18.1
@@ -3203,8 +3203,8 @@ importers:
         specifier: workspace:*
         version: link:../../workflow
       openai:
-        specifier: ^6.34.0
-        version: 6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)
+        specifier: 'catalog:'
+        version: 6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)
       oracledb:
         specifier: 'catalog:'
         version: 6.10.0
@@ -3889,7 +3889,7 @@ importers:
         version: 1.0.64
       '@langchain/core':
         specifier: 'catalog:'
-        version: 1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       '@modelcontextprotocol/sdk':
         specifier: 'catalog:'
         version: 1.26.0(zod@3.25.67)
@@ -4147,7 +4147,7 @@ importers:
         version: 9.0.3
       langsmith:
         specifier: 0.6.0
-        version: 0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       ldapts:
         specifier: 'catalog:'
         version: 8.1.7
@@ -4457,7 +4457,7 @@ importers:
         version: 14.0.14
       openai:
         specifier: 'catalog:'
-        version: 6.19.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)
+        version: 6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)
       openapi-types:
         specifier: ^12.1.3
         version: 12.1.3
@@ -4499,7 +4499,7 @@ importers:
         version: 12.32.0
       '@langchain/core':
         specifier: 'catalog:'
-        version: 1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       '@n8n/backend-common':
         specifier: workspace:*
         version: link:../@n8n/backend-common
@@ -5963,7 +5963,7 @@ importers:
         version: 3.8.0
       '@langchain/core':
         specifier: 'catalog:'
-        version: 1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       '@mozilla/readability':
         specifier: 'catalog:'
         version: 0.6.0
@@ -6555,7 +6555,7 @@ importers:
         version: 9.0.3
       langsmith:
         specifier: 0.6.0
-        version: 0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       mockserver-client:
         specifier: ^5.15.0
         version: 5.15.0
@@ -6723,7 +6723,7 @@ importers:
     devDependencies:
       '@langchain/core':
         specifier: 'catalog:'
-        version: 1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+        version: 1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       '@n8n/config':
         specifier: workspace:*
         version: link:../@n8n/config
@@ -19010,25 +19010,21 @@ packages:
     resolution: {integrity: sha512-MVHddDVweXZF3awtlAS+6pgKLlm/JgxZ90+/NBurBoQctVOOB/zDdVjcyPzQ+0laDGbsWgrRkflI65sQeOgT9Q==}
     engines: {node: '>=8'}
 
-  openai@6.19.0:
-    resolution: {integrity: sha512-5uGrF82Ql7TKgIWUnuxh+OyzYbPRPwYDSgGc05JowbXRFsOkuj0dJuCdPCTBZT4mcmp2NEvj/URwDzW+lYgmVw==}
-    hasBin: true
+  openai@6.46.0:
+    resolution: {integrity: sha512-DFg6jEPT2RO+oAyXtddeUJU8zkGy1OQ1AjGzNIJUMQG03TTqvCpy9tBpQ+2VVVnvrl3E56F8GEin2JYtWpITtA==}
     peerDependencies:
+      '@aws-sdk/credential-provider-node': '>=3.972.0 <4'
+      '@smithy/hash-node': '>=4.3.0 <5'
+      '@smithy/signature-v4': '>=5.4.0 <6'
       ws: '>=8.20.1'
       zod: 3.25.67
     peerDependenciesMeta:
-      ws:
+      '@aws-sdk/credential-provider-node':
         optional: true
-      zod:
+      '@smithy/hash-node':
+        optional: true
+      '@smithy/signature-v4':
         optional: true
-
-  openai@6.34.0:
-    resolution: {integrity: sha512-yEr2jdGf4tVFYG6ohmr3pF6VJuveP0EA/sS8TBx+4Eq5NT10alu5zg2dmxMXMgqpihRDQlFGpRt2XwsGj+Fyxw==}
-    hasBin: true
-    peerDependencies:
-      ws: '>=8.20.1'
-      zod: 3.25.67
-    peerDependenciesMeta:
       ws:
         optional: true
       zod:
@@ -19359,9 +19355,6 @@ packages:
     resolution: {integrity: sha512-qvMmyDvWd64X0a25hCuWV40GLMbgeYf4z7ZmzxQqGHtUIlzMtxcMtaBHAMr7XVOL62wFv2ZVKW5pFruD/4ZAOg==}
     engines: {node: '>=14.0'}
 
-  pg-protocol@1.11.0:
-    resolution: {integrity: sha512-pfsxk2M9M3BuGgDOfuy37VNRRX3jmKgMjcvAcWqNDpZSf4cUmv8HSOl5ViRQFsfARFn0KuUQTgLxVMbNq5NW3g==}
-
   pg-protocol@1.15.0:
     resolution: {integrity: sha512-cq9sECI5s0+uPUXjbz8ioyPJni6RzsRib0US67i5IoTZKw8fNeYlVE7u8F4dG7vEJJtc5wdD1K189lCCUwqWTQ==}
 
@@ -19864,6 +19857,7 @@ packages:
     resolution: {integrity: sha512-gv6vLGcmAOg96/fgo3d9tvA4dJNZL3fMyBqVRrGxQ+Q/o4k9QzbJ3NQF9cOO/71wRodoXhaPgphvMFU68qVAJQ==}
     deprecated: |-
       You or someone you depend on is using Q, the JavaScript Promise library that gave JavaScript developers strong feelings about promises. They can almost certainly migrate to the native JavaScript promise now. Thank you literally everyone for joining me in this bet against the odds. Be excellent to each other.
+
       (For a CapTP with native promises, see @endo/eventual-send and @endo/captp)
 
   qrcode.vue@3.3.4:
@@ -25030,14 +25024,14 @@ snapshots:
     transitivePeerDependencies:
       - encoding
 
-  '@browserbasehq/stagehand@1.14.0(@playwright/test@1.60.0)(bufferutil@4.0.9)(deepmerge@4.3.1)(dotenv@17.4.2)(encoding@0.1.13)(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(utf-8-validate@5.0.10)(zod@3.25.67)':
+  '@browserbasehq/stagehand@1.14.0(@playwright/test@1.60.0)(bufferutil@4.0.9)(deepmerge@4.3.1)(dotenv@17.4.2)(encoding@0.1.13)(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(utf-8-validate@5.0.10)(zod@3.25.67)':
     dependencies:
       '@anthropic-ai/sdk': 0.91.1(zod@3.25.67)
       '@browserbasehq/sdk': 2.12.0(encoding@0.1.13)
       '@playwright/test': 1.60.0
       deepmerge: 4.3.1
       dotenv: 17.4.2
-      openai: 6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)
+      openai: 6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)
       ws: 8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)
       zod: 3.25.67
       zod-to-json-schema: 3.25.2(zod@3.25.67)
@@ -25739,7 +25733,7 @@ snapshots:
   '@gar/promisify@1.1.3':
     optional: true
 
-  '@getzep/zep-cloud@1.0.6(09ff4dcf4e8d9229fca84feb98c8585f)':
+  '@getzep/zep-cloud@1.0.6(65badca2f9a18f9477bcb77e95c88e85)':
     dependencies:
       form-data: 4.0.6
       node-fetch: 2.7.0(encoding@0.1.13)
@@ -25747,13 +25741,13 @@ snapshots:
       url-join: 4.0.1
       zod: 3.25.67
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-  '@getzep/zep-cloud@1.0.6(29b5b6327138d44043b531586301258e)':
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@@ -25761,8 +25755,8 @@ snapshots:
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+      langchain: 1.2.30(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(@typescript/typescript6@6.0.2))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
     transitivePeerDependencies:
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@@ -26178,27 +26172,27 @@ snapshots:
 
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@@ -26208,46 +26202,100 @@ snapshots:
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+      langsmith: 0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
     transitivePeerDependencies:
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       - '@opentelemetry/api'
       - '@opentelemetry/exporter-trace-otlp-proto'
       - '@opentelemetry/sdk-trace-base'
+      - '@smithy/hash-node'
+      - '@smithy/signature-v4'
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-  '@langchain/community@1.1.27(45798caf30eed4edab3cf7106ebef89b)':
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@@ -26438,9 +26419,9 @@ snapshots:
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@@ -26450,11 +26431,11 @@ snapshots:
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@@ -26476,11 +26457,11 @@ snapshots:
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       '@langchain/protocol': 0.0.18
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@@ -26490,11 +26471,11 @@ snapshots:
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@@ -26504,10 +26485,10 @@ snapshots:
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       '@modelcontextprotocol/sdk': 1.26.0(zod@3.25.67)
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@@ -26536,60 +26517,66 @@ snapshots:
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@@ -29974,7 +29961,7 @@ snapshots:
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+      '@langchain/core': 1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
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+      '@langchain/langgraph-checkpoint': 1.1.3(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))
+      langsmith: 0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       uuid: 13.0.1
       zod: 3.25.67
     transitivePeerDependencies:
@@ -35889,12 +35876,12 @@ snapshots:
       - vue
       - ws
 
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+  langchain@1.2.30(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@7.0.2))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)):
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+      '@langchain/core': 1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+      '@langchain/langgraph': 1.4.7(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(typescript@7.0.2))(zod@3.25.67)
+      '@langchain/langgraph-checkpoint': 1.1.3(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))
+      langsmith: 0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       uuid: 13.0.1
       zod: 3.25.67
     transitivePeerDependencies:
@@ -35908,12 +35895,12 @@ snapshots:
       - vue
       - ws
 
-  langchain@1.5.2(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(@typescript/typescript6@6.0.2))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)):
+  langchain@1.5.2(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(@typescript/typescript6@6.0.2))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)):
     dependencies:
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-      '@langchain/langgraph': 1.4.7(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(@typescript/typescript6@6.0.2))(zod@3.25.67)
-      '@langchain/langgraph-checkpoint': 1.1.3(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))
-      langsmith: 0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+      '@langchain/core': 1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
+      '@langchain/langgraph': 1.4.7(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))(react-dom@18.2.0(react@18.2.0))(react@18.2.0)(vue@3.5.26(@typescript/typescript6@6.0.2))(zod@3.25.67)
+      '@langchain/langgraph-checkpoint': 1.1.3(@langchain/core@1.2.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)))
+      langsmith: 0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))
       zod: 3.25.67
     transitivePeerDependencies:
       - '@opentelemetry/api'
@@ -35926,24 +35913,14 @@ snapshots:
       - vue
       - ws
 
-  langsmith@0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.19.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)):
+  langsmith@0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)):
     dependencies:
       p-queue: 6.6.2
     optionalDependencies:
       '@opentelemetry/api': 1.9.0
       '@opentelemetry/exporter-trace-otlp-proto': 0.217.0(@opentelemetry/api@1.9.0)
       '@opentelemetry/sdk-trace-base': 2.7.1(@opentelemetry/api@1.9.0)
-      openai: 6.19.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)
-      ws: 8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)
-
-  langsmith@0.6.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.217.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.7.1(@opentelemetry/api@1.9.0))(openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67))(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)):
-    dependencies:
-      p-queue: 6.6.2
-    optionalDependencies:
-      '@opentelemetry/api': 1.9.0
-      '@opentelemetry/exporter-trace-otlp-proto': 0.217.0(@opentelemetry/api@1.9.0)
-      '@opentelemetry/sdk-trace-base': 2.7.1(@opentelemetry/api@1.9.0)
-      openai: 6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)
+      openai: 6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67)
       ws: 8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)
 
   launder@1.7.1:
@@ -37908,13 +37885,9 @@ snapshots:
       is-docker: 2.2.1
       is-wsl: 2.2.0
 
-  openai@6.19.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67):
-    optionalDependencies:
-      ws: 8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)
-      zod: 3.25.67
-
-  openai@6.34.0(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67):
+  openai@6.46.0(@smithy/signature-v4@5.3.5)(ws@8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10))(zod@3.25.67):
     optionalDependencies:
+      '@smithy/signature-v4': 5.3.5
       ws: 8.21.0(bufferutil@4.0.9)(utf-8-validate@5.0.10)
       zod: 3.25.67
 
@@ -38258,8 +38231,6 @@ snapshots:
     transitivePeerDependencies:
       - pg-native
 
-  pg-protocol@1.11.0: {}
-
   pg-protocol@1.15.0: {}
 
   pg-query-stream@4.16.0(pg@8.21.0(pg-native@3.8.0)):
diff --git a/pnpm-workspace.yaml b/pnpm-workspace.yaml
index 3dda6333924..e7dd3598c51 100644
--- a/pnpm-workspace.yaml
+++ b/pnpm-workspace.yaml
@@ -169,7 +169,7 @@ catalog:
   nanoid: 3.3.8
   nock: 14.0.14
   nodemailer: 8.0.10
-  openai: 6.19.0
+  openai: 6.46.0
   oracledb: 6.10.0
   oxlint: ^1.61.0
   oxlint-tsgolint: ^0.21.1
diff --git a/scripts/smoke-n8n-image.mjs b/scripts/smoke-n8n-image.mjs
index cc15d5fe5bf..496018216a0 100644
--- a/scripts/smoke-n8n-image.mjs
+++ b/scripts/smoke-n8n-image.mjs
@@ -26,8 +26,7 @@ const CLOUD = {
 	// n8n-cloud:packages/instance-controller/charts/n8napp/{n8n,values-v1.yaml}
 	chartPath: process.env.CLOUD_CHART_PATH || 'packages/instance-controller/charts/n8napp/n8n',
 	valuesPath:
-		process.env.CLOUD_CHART_VALUES ||
-		'packages/instance-controller/charts/n8napp/values-v1.yaml',
+		process.env.CLOUD_CHART_VALUES || 'packages/instance-controller/charts/n8napp/values-v1.yaml',
 };
 
 async function fetchCloudInvocations() {
@@ -59,6 +58,68 @@ async function fetchCloudInvocations() {
 	}
 }
 
+// Do not add to this list
+const KNOWN_DUPLICATED = new Map([
+	// pnpm materializes a package once per distinct peer resolution, and
+	// @langchain/community has optional peers (qdrant, mongodb, redis, …) that only
+	// nodes-langchain installs, so it splits into two variants, and its dependent
+	// @n8n/ai-utilities gets materialized twice with it. Versions already align;
+	// the fix is dropping ai-utilities' @langchain/community dependency
+	['@n8n/ai-utilities', 2],
+]);
+
+function reportFailure(name, err) {
+	echo(chalk.red(`✗ ${name}`));
+	echo(chalk.dim(`  ${(err.stderr ?? err.message ?? '').slice(0, 1200)}`));
+	return false;
+}
+
+// `pnpm deploy` materializes a workspace package more than once when a peer
+// resolves differently per importer, breaking cross-package `instanceof`.
+async function runWorkspaceDedupCheck() {
+	const name = 'workspace packages materialized once in image';
+	try {
+		const { stdout } = await $({
+			timeout: TIMEOUT,
+		})`docker run --rm --entrypoint ls ${IMAGE} /usr/local/lib/node_modules/n8n/node_modules/.pnpm`;
+		const variants = new Map();
+		for (const entry of stdout.split('\n')) {
+			const match = entry.match(/^(.+?)@file\+packages\+/);
+			if (!match) continue;
+			const pkg = match[1].replace('+', '/');
+			variants.set(pkg, [...(variants.get(pkg) ?? []), entry]);
+		}
+
+		if (variants.size === 0) {
+			throw new Error(
+				'no injected workspace packages matched — the .pnpm depPath encoding may have changed; update the regex',
+			);
+		}
+		for (const [pkg, expected] of KNOWN_DUPLICATED) {
+			const found = variants.get(pkg)?.length ?? 0;
+			if (found < expected) {
+				throw new Error(
+					`expected ${expected} copies of ${pkg} but found ${found} — if the duplication was fixed, update KNOWN_DUPLICATED`,
+				);
+			}
+		}
+		const duplicated = [...variants].filter(
+			([pkg, dirs]) => dirs.length > (KNOWN_DUPLICATED.get(pkg) ?? 1),
+		);
+		if (duplicated.length > 0) {
+			const details = duplicated.map(([pkg, dirs]) => `${pkg}:\n    ${dirs.join('\n    ')}`);
+			throw new Error(
+				'workspace package(s) materialized more than once — align the offending peer ' +
+					`dependency's version across the workspace:\n  ${details.join('\n  ')}`,
+			);
+		}
+		echo(chalk.green(`✓ ${name} (${variants.size} injected packages)`));
+		return true;
+	} catch (err) {
+		return reportFailure(name, err);
+	}
+}
+
 async function run({ name, user, entrypoint, args }) {
 	const dockerArgs = ['run', '--rm', '--user', `${user}:${user}`];
 	if (entrypoint) dockerArgs.push('--entrypoint', entrypoint);
@@ -72,16 +133,16 @@ async function run({ name, user, entrypoint, args }) {
 		echo(chalk.green(`✓ ${name}`));
 		return true;
 	} catch (err) {
-		echo(chalk.red(`✗ ${name}`));
-		echo(chalk.dim(`  ${(err.stderr ?? err.message ?? '').slice(0, 600)}`));
-		return false;
+		return reportFailure(name, err);
 	}
 }
 
 const cloud = process.env.SMOKE_SKIP_CLOUD === 'true' ? [] : await fetchCloudInvocations();
 if (process.env.SMOKE_SKIP_CLOUD !== 'true' && cloud.length === 0) {
 	echo(chalk.red('Cloud chart rendered no n8n containers — chart structure may have moved.'));
-	echo(chalk.dim('  Check CLOUD_CHART_PATH / CLOUD_CHART_VALUES, or run with SMOKE_SKIP_CLOUD=true.'));
+	echo(
+		chalk.dim('  Check CLOUD_CHART_PATH / CLOUD_CHART_VALUES, or run with SMOKE_SKIP_CLOUD=true.'),
+	);
 	process.exit(1);
 }
 
@@ -91,5 +152,5 @@ const invocations = [
 ];
 
 echo(chalk.bold(`Verifying ${IMAGE} against ${invocations.length} deployment pattern(s)`));
-const ok = (await Promise.all(invocations.map(run))).every(Boolean);
+const ok = (await Promise.all([...invocations.map(run), runWorkspaceDedupCheck()])).every(Boolean);
 if (!ok) process.exit(1);