diff --git a/agents/agent-mastra/package.json b/agents/agent-mastra/package.json
index 611502fb..3b50586e 100644
--- a/agents/agent-mastra/package.json
+++ b/agents/agent-mastra/package.json
@@ -28,7 +28,7 @@
     "@eslint/compat": "^1.4.0",
     "@eslint/js": "^9.38.0",
     "@stylistic/eslint-plugin": "^5.5.0",
-    "@types/node": "^24.9.1",
+    "@types/node": "^24.9.2",
     "eslint": "^9.38.0",
     "eslint-import-resolver-typescript": "^4.4.4",
     "eslint-plugin-import": "^2.32.0",
diff --git a/agents/agent-voltagent/package.json b/agents/agent-voltagent/package.json
index 685c3a86..1f6c076c 100644
--- a/agents/agent-voltagent/package.json
+++ b/agents/agent-voltagent/package.json
@@ -28,7 +28,7 @@
     "zod": "3.24.2"
   },
   "devDependencies": {
-    "@types/node": "^22.18.12",
+    "@types/node": "^22.18.13",
     "tsx": "^4.20.6",
     "typescript": "^5.9.3"
   }
diff --git a/basic/app/package.json b/basic/app/package.json
index 87b5077e..6f2e680c 100644
--- a/basic/app/package.json
+++ b/basic/app/package.json
@@ -24,7 +24,7 @@
     "@solidjs/router": "^0.15.3",
     "@stylistic/eslint-plugin": "^5.5.0",
     "@types/crypto-js": "^4.2.2",
-    "@types/node": "^22.18.12",
+    "@types/node": "^22.18.13",
     "@types/uuid": "^10.0.0",
     "crypto-js": "^4.2.0",
     "eslint": "^9.38.0",
diff --git a/basic/cdk/bin/cdk.ts b/basic/cdk/bin/cdk.ts
index a71dd8b3..6063c031 100644
--- a/basic/cdk/bin/cdk.ts
+++ b/basic/cdk/bin/cdk.ts
@@ -4,7 +4,7 @@ import * as cdk from 'aws-cdk-lib';
 import {
   CloudfrontCdnTemplateStack,
   Config,
-} from '../lib/cdk-stack';
+} from '../lib/cdk-stack.js';
 
 const app = new cdk.App();
 
diff --git a/basic/cdk/lambda/index.ts b/basic/cdk/lambda/index.ts
index aec8ecc0..0b77071c 100644
--- a/basic/cdk/lambda/index.ts
+++ b/basic/cdk/lambda/index.ts
@@ -1,6 +1,6 @@
 import { APIGatewayProxyEvent } from 'aws-lambda';
-import { handle } from './handler';
 import { v7 as uuidv7 } from 'uuid';
+import { handle } from './handler.js';
 
 import { logger } from '@llm-ts-example/common-backend';
 
diff --git a/basic/cdk/lib/cdk-stack.ts b/basic/cdk/lib/cdk-stack.ts
index 1af1bff9..94002ddc 100644
--- a/basic/cdk/lib/cdk-stack.ts
+++ b/basic/cdk/lib/cdk-stack.ts
@@ -7,8 +7,8 @@ import * as lambda from 'aws-cdk-lib/aws-lambda';
 import * as nodejs from 'aws-cdk-lib/aws-lambda-nodejs';
 import * as awslogs from 'aws-cdk-lib/aws-logs';
 import * as iam from 'aws-cdk-lib/aws-iam';
-import { buildCommon, buildFrontend } from './process/setup';
 import * as deployment from 'aws-cdk-lib/aws-s3-deployment';
+import { buildCommon, buildFrontend } from './process/setup.js';
 
 export interface Config extends cdk.StackProps {
   bucketName: string;
diff --git a/basic/cdk/package.json b/basic/cdk/package.json
index 2b24c5b6..b10dfd0e 100644
--- a/basic/cdk/package.json
+++ b/basic/cdk/package.json
@@ -17,8 +17,8 @@
     "@eslint/core": "^0.16.0",
     "@eslint/js": "^9.38.0",
     "@stylistic/eslint-plugin": "^5.5.0",
-    "@types/aws-lambda": "^8.10.156",
-    "@types/node": "^24.9.1",
+    "@types/aws-lambda": "^8.10.157",
+    "@types/node": "^24.9.2",
     "@vitest/eslint-plugin": "^1.3.26",
     "aws-cdk": "^2.1031.0",
     "dotenv": "^16.6.1",
@@ -42,9 +42,9 @@
     "@aws-sdk/credential-provider-node": "^3.918.0",
     "@langchain/anthropic": "^1.0.0",
     "@langchain/aws": "^1.0.0",
-    "@langchain/classic": "^1.0.1",
-    "@langchain/core": "^1.0.2",
-    "@langchain/langgraph": "^1.0.1",
+    "@langchain/classic": "1.0.0",
+    "@langchain/core": "1.0.0",
+    "@langchain/langgraph": "1.0.0",
     "@langchain/openai": "^1.0.0",
     "@llm-ts-example/common-backend": "workspace:*",
     "@opentelemetry/api": "^1.9.0",
diff --git a/basic/cdk/test/index.test.ts b/basic/cdk/test/index.test.ts
index 37e97531..b90c2dec 100644
--- a/basic/cdk/test/index.test.ts
+++ b/basic/cdk/test/index.test.ts
@@ -1,7 +1,7 @@
 import { test } from 'vitest';
-import { handle } from '../lambda/handler';
 import { stdout } from 'node:process';
 import { PassThrough } from 'node:stream';
+import { handle } from '../lambda/handler.js';
 
 function sleep(time: number) {
   return new Promise<void>((resolve) => {
diff --git a/basic/cdk/tsconfig.json b/basic/cdk/tsconfig.json
index a2e7f24f..7bc2e023 100644
--- a/basic/cdk/tsconfig.json
+++ b/basic/cdk/tsconfig.json
@@ -1,12 +1,12 @@
 {
   "compilerOptions": {
     "target": "esnext",
-    "module": "esnext",
+    "module": "nodenext",
     "lib": [
       "esnext",
       "dom"
     ],
-    "moduleResolution": "bundler",
+    "moduleResolution": "nodenext",
     "moduleDetection": "force",
     "resolveJsonModule": true,
     "allowJs": true,
diff --git a/common/backend/eslint.config.ts b/common/backend/eslint.config.ts
index 7cad7ea6..18499bb5 100644
--- a/common/backend/eslint.config.ts
+++ b/common/backend/eslint.config.ts
@@ -49,6 +49,16 @@ export default defineConfig(
       '@stylistic': stylistic,
     },
     extends: [importPlugin.flatConfigs.recommended, importPlugin.flatConfigs.typescript],
+    settings: {
+      'import/resolver': {
+        // You will also need to install and configure the TypeScript resolver
+        // See also https://github.com/import-js/eslint-import-resolver-typescript#configuration
+        'typescript': {
+          alwaysTryTypes: true,
+        },
+        'node': true,
+      },
+    },
     rules: {
       '@stylistic/semi': ['error', 'always'],
       '@stylistic/indent': ['error', 2],
diff --git a/common/backend/package.json b/common/backend/package.json
index 1b5ccb09..d9275588 100644
--- a/common/backend/package.json
+++ b/common/backend/package.json
@@ -26,7 +26,7 @@
   "dependencies": {
     "@aws-lambda-powertools/logger": "^2.28.1",
     "@langchain/aws": "^1.0.0",
-    "@langchain/core": "^1.0.2",
+    "@langchain/core": "1.0.0",
     "@langchain/openai": "^1.0.0",
     "@llm-ts-example/common-core": "workspace:*"
   },
@@ -34,7 +34,7 @@
     "@eslint/compat": "^1.4.0",
     "@eslint/js": "^9.38.0",
     "@stylistic/eslint-plugin": "^5.5.0",
-    "@types/node": "^24.9.1",
+    "@types/node": "^24.9.2",
     "@vitest/eslint-plugin": "^1.3.26",
     "eslint": "^9.38.0",
     "eslint-import-resolver-typescript": "^4.4.4",
diff --git a/common/backend/src/index.ts b/common/backend/src/index.ts
index b6d27fd4..bb5303a4 100644
--- a/common/backend/src/index.ts
+++ b/common/backend/src/index.ts
@@ -1,5 +1,4 @@
-import logger from './logger';
-import selectLlm from './langchain';
+import { logger } from './logger';
+import { selectLlm } from './langchain';
 
-export default { logger, selectLlm };
 export { logger, selectLlm };
diff --git a/common/backend/src/langchain.ts b/common/backend/src/langchain.ts
index e2f304cc..31266d2a 100644
--- a/common/backend/src/langchain.ts
+++ b/common/backend/src/langchain.ts
@@ -1,14 +1,17 @@
 import { AzureChatOpenAI } from '@langchain/openai';
 import { ChatBedrockConverse } from '@langchain/aws';
-import { BaseChatModel } from '@langchain/core/dist/language_models/chat_models';
-import logger from './logger';
+import { logger } from './logger';
+// eslint-disable-next-line import/no-unresolved
+import { LanguageModelLike } from '@langchain/core/language_models/base';
+// eslint-disable-next-line import/no-unresolved
+import { BaseChatModel } from '@langchain/core/language_models/chat_models';
 
 import { models } from '@llm-ts-example/common-core';
 
-function selectLlm(modelType?: string): {
+export function selectLlm(modelType?: string): {
   platform: 'aws' | 'azure';
   modelName: string;
-  model: BaseChatModel;
+  model: LanguageModelLike & BaseChatModel;
 } {
   const model = models.find((model) => model.id === modelType);
   if (!model) {
diff --git a/common/backend/src/logger.ts b/common/backend/src/logger.ts
index 0188c5bf..96fcfcbf 100644
--- a/common/backend/src/logger.ts
+++ b/common/backend/src/logger.ts
@@ -21,7 +21,7 @@ class LocalLogFormatter extends LogFormatter {
   }
 }
 
-const logger = new Logger({
+export const logger = new Logger({
   logFormatter: new LocalLogFormatter(),
 });
 
diff --git a/common/backend/tsconfig-eslint.json b/common/backend/tsconfig-eslint.json
index 4709d1ef..36273fbd 100644
--- a/common/backend/tsconfig-eslint.json
+++ b/common/backend/tsconfig-eslint.json
@@ -9,7 +9,7 @@
   "exclude": [
     "node_modules",
     "cdk.out",
-    "eslint.config.js",
+    "eslint.config.*",
     "vite.config.ts",
     "dist"
   ]
diff --git a/common/backend/tsconfig.json b/common/backend/tsconfig.json
index c976beb1..b0e1c21c 100644
--- a/common/backend/tsconfig.json
+++ b/common/backend/tsconfig.json
@@ -7,7 +7,6 @@
       "dom"
     ],
     "moduleResolution": "bundler",
-    "moduleDetection": "force",
     "resolveJsonModule": true,
     "allowJs": true,
     "esModuleInterop": true,
@@ -37,8 +36,7 @@
     ],
     "types": [
       "node"
-    ],
-    "composite": true
+    ]
   },
   "exclude": [
     "node_modules",
diff --git a/common/core/eslint.config.ts b/common/core/eslint.config.ts
index 7cad7ea6..92d9dd2d 100644
--- a/common/core/eslint.config.ts
+++ b/common/core/eslint.config.ts
@@ -3,6 +3,7 @@ import eslint from '@eslint/js';
 import stylistic from '@stylistic/eslint-plugin';
 import { configs, parser } from 'typescript-eslint';
 import importPlugin from 'eslint-plugin-import';
+import { createTypeScriptImportResolver } from 'eslint-import-resolver-typescript';
 
 // @ts-expect-error 型エラーの不具合が修正されるまで
 import pluginPromise from 'eslint-plugin-promise'
@@ -42,13 +43,28 @@ export default defineConfig(
       sourceType: 'module',
       parserOptions: {
         tsconfigRootDir: __dirname,
-        project: ['./tsconfig-eslint.json'],
+        project: ['./tsconfig.json', './tsconfig-eslint.json'],
       },
     },
     plugins: {
       '@stylistic': stylistic,
     },
     extends: [importPlugin.flatConfigs.recommended, importPlugin.flatConfigs.typescript],
+    settings: {
+      'import/resolver': {
+        // You will also need to install and configure the TypeScript resolver
+        // See also https://github.com/import-js/eslint-import-resolver-typescript#configuration
+        'typescript': {
+          alwaysTryTypes: true,
+        },
+        'node': true,
+      },
+      'import-x/resolver-next': [
+        createTypeScriptImportResolver({
+          alwaysTryTypes: true,
+        }),
+      ],
+    },
     rules: {
       '@stylistic/semi': ['error', 'always'],
       '@stylistic/indent': ['error', 2],
diff --git a/common/core/package.json b/common/core/package.json
index 33e5eaa4..56dbd955 100644
--- a/common/core/package.json
+++ b/common/core/package.json
@@ -26,12 +26,13 @@
     "@eslint/compat": "^1.4.0",
     "@eslint/js": "^9.38.0",
     "@stylistic/eslint-plugin": "^5.5.0",
-    "@types/node": "^22.18.12",
+    "@types/node": "^22.18.13",
     "@vitest/eslint-plugin": "^1.3.26",
     "aws-cdk": "^2.1031.0",
     "eslint": "^9.38.0",
     "eslint-import-resolver-typescript": "^4.4.4",
     "eslint-plugin-import": "^2.32.0",
+    "eslint-plugin-import-x": "^4.16.1",
     "eslint-plugin-promise": "^7.2.1",
     "typescript": "^5.9.3",
     "typescript-eslint": "^8.46.2"
diff --git a/common/core/src/index.ts b/common/core/src/index.ts
index 75be8207..205ef424 100644
--- a/common/core/src/index.ts
+++ b/common/core/src/index.ts
@@ -1,3 +1,4 @@
-import { models } from './constants';
+// eslint-disable-next-line import/no-unresolved
+import { models } from './constants.js';
 
 export { models };
diff --git a/common/core/tsconfig.json b/common/core/tsconfig.json
index 951bee09..868ab500 100644
--- a/common/core/tsconfig.json
+++ b/common/core/tsconfig.json
@@ -1,13 +1,12 @@
 {
   "compilerOptions": {
     "target": "esnext",
-    "module": "esnext",
+    "module": "nodenext",
     "lib": [
       "esnext",
       "dom"
     ],
-    "moduleResolution": "bundler",
-    "moduleDetection": "force",
+    "moduleResolution": "nodenext",
     "resolveJsonModule": true,
     "allowJs": true,
     "esModuleInterop": true,
diff --git a/mcp/clients/langgraph-mcp-client/package.json b/mcp/clients/langgraph-mcp-client/package.json
index e63adccb..d6eb241c 100644
--- a/mcp/clients/langgraph-mcp-client/package.json
+++ b/mcp/clients/langgraph-mcp-client/package.json
@@ -17,8 +17,8 @@
     "@eslint/compat": "^1.4.0",
     "@eslint/js": "^9.38.0",
     "@stylistic/eslint-plugin": "^5.5.0",
-    "@types/aws-lambda": "^8.10.156",
-    "@types/node": "^24.9.1",
+    "@types/aws-lambda": "^8.10.157",
+    "@types/node": "^24.9.2",
     "@types/source-map-support": "^0.5.10",
     "@types/uuid": "^10.0.0",
     "@vitest/eslint-plugin": "^1.3.26",
diff --git a/mcp/clients/mastra-mcp-client/package.json b/mcp/clients/mastra-mcp-client/package.json
index 63c1e897..486e3c29 100644
--- a/mcp/clients/mastra-mcp-client/package.json
+++ b/mcp/clients/mastra-mcp-client/package.json
@@ -29,7 +29,7 @@
     "@eslint/compat": "^1.4.0",
     "@eslint/js": "^9.38.0",
     "@stylistic/eslint-plugin": "^5.5.0",
-    "@types/node": "^24.9.1",
+    "@types/node": "^24.9.2",
     "eslint": "^9.38.0",
     "eslint-import-resolver-typescript": "^4.4.4",
     "eslint-plugin-import": "^2.32.0",
diff --git a/mcp/clients/mcp-client-http/package.json b/mcp/clients/mcp-client-http/package.json
index 246bbc08..50cd6bc3 100644
--- a/mcp/clients/mcp-client-http/package.json
+++ b/mcp/clients/mcp-client-http/package.json
@@ -27,7 +27,7 @@
     "@eslint/compat": "^1.4.0",
     "@eslint/js": "^9.38.0",
     "@stylistic/eslint-plugin": "^5.5.0",
-    "@types/node": "^22.18.12",
+    "@types/node": "^22.18.13",
     "eslint": "^9.38.0",
     "eslint-import-resolver-typescript": "^4.4.4",
     "eslint-plugin-import": "^2.32.0",
diff --git a/mcp/clients/mcp-client-typescript/package.json b/mcp/clients/mcp-client-typescript/package.json
index 63e6354c..512a5094 100644
--- a/mcp/clients/mcp-client-typescript/package.json
+++ b/mcp/clients/mcp-client-typescript/package.json
@@ -23,7 +23,7 @@
     "@eslint/compat": "^1.4.0",
     "@eslint/js": "^9.38.0",
     "@stylistic/eslint-plugin": "^5.5.0",
-    "@types/node": "^22.18.12",
+    "@types/node": "^22.18.13",
     "eslint": "^9.38.0",
     "eslint-import-resolver-typescript": "^4.4.4",
     "eslint-plugin-import": "^2.32.0",
diff --git a/mcp/servers/postgresql-http/package.json b/mcp/servers/postgresql-http/package.json
index dc236ac5..00dbe57e 100644
--- a/mcp/servers/postgresql-http/package.json
+++ b/mcp/servers/postgresql-http/package.json
@@ -21,8 +21,8 @@
     "@eslint/compat": "^1.4.0",
     "@eslint/js": "^9.38.0",
     "@stylistic/eslint-plugin": "^5.5.0",
-    "@types/aws-lambda": "^8.10.156",
-    "@types/node": "^22.18.12",
+    "@types/aws-lambda": "^8.10.157",
+    "@types/node": "^22.18.13",
     "@types/pg": "^8.15.6",
     "@types/source-map-support": "^0.5.10",
     "@vitest/eslint-plugin": "^1.3.26",
diff --git a/mcp/servers/resource-mcp-server/package.json b/mcp/servers/resource-mcp-server/package.json
index f79b2a16..19384f40 100644
--- a/mcp/servers/resource-mcp-server/package.json
+++ b/mcp/servers/resource-mcp-server/package.json
@@ -20,7 +20,7 @@
     "@eslint/js": "^9.38.0",
     "@stylistic/eslint-plugin": "^5.5.0",
     "@types/express": "^5.0.5",
-    "@types/node": "^22.18.12",
+    "@types/node": "^22.18.13",
     "eslint": "^9.38.0",
     "eslint-import-resolver-typescript": "^4.4.4",
     "eslint-plugin-import": "^2.32.0",
diff --git a/mcp/servers/weather-http/package.json b/mcp/servers/weather-http/package.json
index 85b09dc7..7a262017 100644
--- a/mcp/servers/weather-http/package.json
+++ b/mcp/servers/weather-http/package.json
@@ -26,7 +26,7 @@
     "@eslint/js": "^9.38.0",
     "@stylistic/eslint-plugin": "^5.5.0",
     "@types/express": "^5.0.5",
-    "@types/node": "^22.18.12",
+    "@types/node": "^22.18.13",
     "eslint": "^9.38.0",
     "eslint-import-resolver-typescript": "^4.4.4",
     "eslint-plugin-import": "^2.32.0",
diff --git a/mcp/servers/weather/package.json b/mcp/servers/weather/package.json
index 553851af..855f4d90 100644
--- a/mcp/servers/weather/package.json
+++ b/mcp/servers/weather/package.json
@@ -23,7 +23,7 @@
     "@eslint/compat": "^1.4.0",
     "@eslint/js": "^9.38.0",
     "@stylistic/eslint-plugin": "^5.5.0",
-    "@types/node": "^22.18.12",
+    "@types/node": "^22.18.13",
     "eslint": "^9.38.0",
     "eslint-import-resolver-typescript": "^4.4.4",
     "eslint-plugin-import": "^2.32.0",
diff --git a/package.json b/package.json
index ac385897..04319cf9 100644
--- a/package.json
+++ b/package.json
@@ -16,7 +16,7 @@
   "devDependencies": {
     "@llm-ts-example/common-backend": "workspace:*",
     "@llm-ts-example/common-core": "workspace:*",
-    "pnpm": "^10.19.0",
+    "pnpm": "^10.20.0",
     "vitest": "^3.2.4"
   }
 }
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 7cff75cc..84625c72 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -25,11 +25,11 @@ importers:
         specifier: workspace:*
         version: link:common/core
       pnpm:
-        specifier: ^10.19.0
-        version: 10.19.0
+        specifier: ^10.20.0
+        version: 10.20.0
       vitest:
         specifier: ^3.2.4
-        version: 3.2.4(@types/debug@4.1.12)(@types/node@24.9.1)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+        version: 3.2.4(@types/debug@4.1.12)(@types/node@24.9.2)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
 
   agents/agent-mastra:
     dependencies:
@@ -71,14 +71,14 @@ importers:
         specifier: ^5.5.0
         version: 5.5.0(eslint@9.38.0(jiti@2.6.1))
       '@types/node':
-        specifier: ^24.9.1
-        version: 24.9.1
+        specifier: ^24.9.2
+        version: 24.9.2
       eslint:
         specifier: ^9.38.0
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^4.4.4
-        version: 4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@4.4.4)(eslint@9.38.0(jiti@2.6.1))
@@ -102,7 +102,7 @@ importers:
         version: 3.0.48(zod@3.24.2)
       '@voltagent/cli':
         specifier: ^0.1.14
-        version: 0.1.14(@ai-sdk/provider-utils@3.0.13(zod@3.24.2))(@types/node@22.18.12)(@voltagent/logger@1.0.4(@opentelemetry/api@1.9.0))(@voltagent/scorers@1.0.0(@voltagent/core@1.1.37(@ai-sdk/provider-utils@3.0.13(zod@3.24.2))(@voltagent/logger@1.0.4(@opentelemetry/api@1.9.0))(ai@5.0.81(zod@3.24.2))(zod@3.24.2))(ai@5.0.81(zod@3.24.2))(ws@8.18.3)(zod@3.24.2))(ai@5.0.81(zod@3.24.2))(zod@3.24.2)
+        version: 0.1.14(@ai-sdk/provider-utils@3.0.13(zod@3.24.2))(@types/node@22.18.13)(@voltagent/logger@1.0.4(@opentelemetry/api@1.9.0))(@voltagent/scorers@1.0.0(@voltagent/core@1.1.37(@ai-sdk/provider-utils@3.0.13(zod@3.24.2))(@voltagent/logger@1.0.4(@opentelemetry/api@1.9.0))(ai@5.0.81(zod@3.24.2))(zod@3.24.2))(ai@5.0.81(zod@3.24.2))(ws@8.18.3)(zod@3.24.2))(ai@5.0.81(zod@3.24.2))(zod@3.24.2)
       '@voltagent/core':
         specifier: ^1.1.37
         version: 1.1.37(@ai-sdk/provider-utils@3.0.13(zod@3.24.2))(@voltagent/logger@1.0.4(@opentelemetry/api@1.9.0))(ai@5.0.81(zod@3.24.2))(zod@3.24.2)
@@ -129,8 +129,8 @@ importers:
         version: 3.24.2
     devDependencies:
       '@types/node':
-        specifier: ^22.18.12
-        version: 22.18.12
+        specifier: ^22.18.13
+        version: 22.18.13
       tsx:
         specifier: ^4.20.6
         version: 4.20.6
@@ -172,8 +172,8 @@ importers:
         specifier: ^4.2.2
         version: 4.2.2
       '@types/node':
-        specifier: ^22.18.12
-        version: 22.18.12
+        specifier: ^22.18.13
+        version: 22.18.13
       '@types/uuid':
         specifier: ^10.0.0
         version: 10.0.0
@@ -185,7 +185,7 @@ importers:
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^4.4.4
-        version: 4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@4.4.4)(eslint@9.38.0(jiti@2.6.1))
@@ -209,10 +209,10 @@ importers:
         version: 8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)
       vite:
         specifier: ^6.4.1
-        version: 6.4.1(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+        version: 6.4.1(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
       vite-plugin-solid:
         specifier: ^2.11.10
-        version: 2.11.10(@testing-library/jest-dom@6.9.1)(solid-js@1.9.10)(vite@6.4.1(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+        version: 2.11.10(@testing-library/jest-dom@6.9.1)(solid-js@1.9.10)(vite@6.4.1(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
 
   basic/cdk:
     dependencies:
@@ -221,7 +221,7 @@ importers:
         version: 0.4.1(@aws-sdk/client-bedrock-runtime@3.918.0)
       '@arizeai/openinference-instrumentation-langchain':
         specifier: ^3.4.4
-        version: 3.4.4(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))
+        version: 3.4.4(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))
       '@aws-lambda-powertools/logger':
         specifier: ^2.28.1
         version: 2.28.1
@@ -230,22 +230,22 @@ importers:
         version: 3.918.0
       '@langchain/anthropic':
         specifier: ^1.0.0
-        version: 1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(zod@4.1.12)
+        version: 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(zod@4.1.12)
       '@langchain/aws':
         specifier: ^1.0.0
-        version: 1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))
+        version: 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))
       '@langchain/classic':
-        specifier: ^1.0.1
-        version: 1.0.1(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(cheerio@1.1.2)(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(ws@8.18.3)
+        specifier: 1.0.0
+        version: 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(cheerio@1.1.2)(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(ws@8.18.3)
       '@langchain/core':
-        specifier: ^1.0.2
-        version: 1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+        specifier: 1.0.0
+        version: 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
       '@langchain/langgraph':
-        specifier: ^1.0.1
-        version: 1.0.1(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12))(zod@4.1.12)
+        specifier: 1.0.0
+        version: 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12))(zod@4.1.12)
       '@langchain/openai':
         specifier: ^1.0.0
-        version: 1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(ws@8.18.3)
+        version: 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(ws@8.18.3)
       '@llm-ts-example/common-backend':
         specifier: workspace:*
         version: link:../../common/backend
@@ -290,7 +290,7 @@ importers:
         version: 3.38.6
       langfuse-langchain:
         specifier: ^3.38.6
-        version: 3.38.6(langchain@1.0.2(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12)))
+        version: 3.38.6(langchain@1.0.2(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12)))
       source-map-support:
         specifier: ^0.5.21
         version: 0.5.21
@@ -311,14 +311,14 @@ importers:
         specifier: ^5.5.0
         version: 5.5.0(eslint@9.38.0(jiti@2.6.1))
       '@types/aws-lambda':
-        specifier: ^8.10.156
-        version: 8.10.156
+        specifier: ^8.10.157
+        version: 8.10.157
       '@types/node':
-        specifier: ^24.9.1
-        version: 24.9.1
+        specifier: ^24.9.2
+        version: 24.9.2
       '@vitest/eslint-plugin':
         specifier: ^1.3.26
-        version: 1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@4.0.4(@types/debug@4.1.12)(@types/node@24.9.1)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+        version: 1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@4.0.4(@types/debug@4.1.12)(@types/node@24.9.2)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
       aws-cdk:
         specifier: ^2.1031.0
         version: 2.1031.0
@@ -333,7 +333,7 @@ importers:
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^4.4.4
-        version: 4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@4.4.4)(eslint@9.38.0(jiti@2.6.1))
@@ -354,13 +354,13 @@ importers:
         version: 8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)
       vite:
         specifier: ^7.1.12
-        version: 7.1.12(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+        version: 7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
       vite-tsconfig-paths:
         specifier: ^5.1.4
-        version: 5.1.4(typescript@5.9.3)(vite@7.1.12(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+        version: 5.1.4(typescript@5.9.3)(vite@7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
       vitest:
         specifier: ^4.0.4
-        version: 4.0.4(@types/debug@4.1.12)(@types/node@24.9.1)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+        version: 4.0.4(@types/debug@4.1.12)(@types/node@24.9.2)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
 
   basic/cdk/function:
     devDependencies:
@@ -378,13 +378,13 @@ importers:
         version: 2.28.1
       '@langchain/aws':
         specifier: ^1.0.0
-        version: 1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))
+        version: 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))
       '@langchain/core':
-        specifier: ^1.0.2
-        version: 1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+        specifier: 1.0.0
+        version: 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
       '@langchain/openai':
         specifier: ^1.0.0
-        version: 1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(ws@8.18.3)
+        version: 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(ws@8.18.3)
       '@llm-ts-example/common-core':
         specifier: workspace:*
         version: link:../core
@@ -399,17 +399,17 @@ importers:
         specifier: ^5.5.0
         version: 5.5.0(eslint@9.38.0(jiti@2.6.1))
       '@types/node':
-        specifier: ^24.9.1
-        version: 24.9.1
+        specifier: ^24.9.2
+        version: 24.9.2
       '@vitest/eslint-plugin':
         specifier: ^1.3.26
-        version: 1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@4.0.4(@types/debug@4.1.12)(@types/node@24.9.1)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+        version: 1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@4.0.4(@types/debug@4.1.12)(@types/node@24.9.2)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
       eslint:
         specifier: ^9.38.0
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^4.4.4
-        version: 4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@4.4.4)(eslint@9.38.0(jiti@2.6.1))
@@ -435,11 +435,11 @@ importers:
         specifier: ^5.5.0
         version: 5.5.0(eslint@9.38.0(jiti@2.6.1))
       '@types/node':
-        specifier: ^22.18.12
-        version: 22.18.12
+        specifier: ^22.18.13
+        version: 22.18.13
       '@vitest/eslint-plugin':
         specifier: ^1.3.26
-        version: 1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@4.0.4(@types/debug@4.1.12)(@types/node@22.18.12)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+        version: 1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@4.0.4(@types/debug@4.1.12)(@types/node@22.18.13)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
       aws-cdk:
         specifier: ^2.1031.0
         version: 2.1031.0
@@ -448,10 +448,13 @@ importers:
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^4.4.4
-        version: 4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@4.4.4)(eslint@9.38.0(jiti@2.6.1))
+      eslint-plugin-import-x:
+        specifier: ^4.16.1
+        version: 4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-promise:
         specifier: ^7.2.1
         version: 7.2.1(eslint@9.38.0(jiti@2.6.1))
@@ -469,7 +472,7 @@ importers:
         version: 3.918.0
       '@inquirer/prompts':
         specifier: ^7.9.0
-        version: 7.9.0(@types/node@24.9.1)
+        version: 7.9.0(@types/node@24.9.2)
       '@langchain/aws':
         specifier: ^1.0.0
         version: 1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))
@@ -517,11 +520,11 @@ importers:
         specifier: ^5.5.0
         version: 5.5.0(eslint@9.38.0(jiti@2.6.1))
       '@types/aws-lambda':
-        specifier: ^8.10.156
-        version: 8.10.156
+        specifier: ^8.10.157
+        version: 8.10.157
       '@types/node':
-        specifier: ^24.9.1
-        version: 24.9.1
+        specifier: ^24.9.2
+        version: 24.9.2
       '@types/source-map-support':
         specifier: ^0.5.10
         version: 0.5.10
@@ -530,13 +533,13 @@ importers:
         version: 10.0.0
       '@vitest/eslint-plugin':
         specifier: ^1.3.26
-        version: 1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@3.2.4(@types/debug@4.1.12)(@types/node@24.9.1)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+        version: 1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@3.2.4(@types/debug@4.1.12)(@types/node@24.9.2)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
       eslint:
         specifier: ^9.38.0
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^3.10.1
-        version: 3.10.1(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 3.10.1(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(eslint-import-resolver-typescript@3.10.1)(eslint@9.38.0(jiti@2.6.1))
@@ -554,13 +557,13 @@ importers:
         version: 8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)
       vite:
         specifier: ^6.4.1
-        version: 6.4.1(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+        version: 6.4.1(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
       vite-tsconfig-paths:
         specifier: ^5.1.4
-        version: 5.1.4(typescript@5.9.3)(vite@6.4.1(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+        version: 5.1.4(typescript@5.9.3)(vite@6.4.1(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
       vitest:
         specifier: ^3.2.4
-        version: 3.2.4(@types/debug@4.1.12)(@types/node@24.9.1)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+        version: 3.2.4(@types/debug@4.1.12)(@types/node@24.9.2)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
 
   mcp/clients/mastra-mcp-client:
     dependencies:
@@ -596,14 +599,14 @@ importers:
         specifier: ^5.5.0
         version: 5.5.0(eslint@9.38.0(jiti@2.6.1))
       '@types/node':
-        specifier: ^24.9.1
-        version: 24.9.1
+        specifier: ^24.9.2
+        version: 24.9.2
       eslint:
         specifier: ^9.38.0
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^4.4.4
-        version: 4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@4.4.4)(eslint@9.38.0(jiti@2.6.1))
@@ -633,7 +636,7 @@ importers:
         version: 3.918.0
       '@inquirer/prompts':
         specifier: ^7.9.0
-        version: 7.9.0(@types/node@22.18.12)
+        version: 7.9.0(@types/node@22.18.13)
       '@modelcontextprotocol/sdk':
         specifier: ^1.20.2
         version: 1.20.2
@@ -651,14 +654,14 @@ importers:
         specifier: ^5.5.0
         version: 5.5.0(eslint@9.38.0(jiti@2.6.1))
       '@types/node':
-        specifier: ^22.18.12
-        version: 22.18.12
+        specifier: ^22.18.13
+        version: 22.18.13
       eslint:
         specifier: ^9.38.0
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^4.4.4
-        version: 4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@4.4.4)(eslint@9.38.0(jiti@2.6.1))
@@ -685,7 +688,7 @@ importers:
         version: 3.918.0
       '@inquirer/prompts':
         specifier: ^7.9.0
-        version: 7.9.0(@types/node@22.18.12)
+        version: 7.9.0(@types/node@22.18.13)
       '@modelcontextprotocol/sdk':
         specifier: ^1.20.2
         version: 1.20.2
@@ -703,14 +706,14 @@ importers:
         specifier: ^5.5.0
         version: 5.5.0(eslint@9.38.0(jiti@2.6.1))
       '@types/node':
-        specifier: ^22.18.12
-        version: 22.18.12
+        specifier: ^22.18.13
+        version: 22.18.13
       eslint:
         specifier: ^9.38.0
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^4.4.4
-        version: 4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@4.4.4)(eslint@9.38.0(jiti@2.6.1))
@@ -761,11 +764,11 @@ importers:
         specifier: ^5.5.0
         version: 5.5.0(eslint@9.38.0(jiti@2.6.1))
       '@types/aws-lambda':
-        specifier: ^8.10.156
-        version: 8.10.156
+        specifier: ^8.10.157
+        version: 8.10.157
       '@types/node':
-        specifier: ^22.18.12
-        version: 22.18.12
+        specifier: ^22.18.13
+        version: 22.18.13
       '@types/pg':
         specifier: ^8.15.6
         version: 8.15.6
@@ -774,7 +777,7 @@ importers:
         version: 0.5.10
       '@vitest/eslint-plugin':
         specifier: ^1.3.26
-        version: 1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@3.2.4(@types/debug@4.1.12)(@types/node@22.18.12)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+        version: 1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@3.2.4(@types/debug@4.1.12)(@types/node@22.18.13)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
       dotenv:
         specifier: ^17.2.3
         version: 17.2.3
@@ -783,7 +786,7 @@ importers:
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^3.10.1
-        version: 3.10.1(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 3.10.1(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(eslint-import-resolver-typescript@3.10.1)(eslint@9.38.0(jiti@2.6.1))
@@ -804,13 +807,13 @@ importers:
         version: 8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)
       vite:
         specifier: ^7.1.12
-        version: 7.1.12(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+        version: 7.1.12(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
       vite-tsconfig-paths:
         specifier: ^5.1.4
-        version: 5.1.4(typescript@5.9.3)(vite@7.1.12(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+        version: 5.1.4(typescript@5.9.3)(vite@7.1.12(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
       vitest:
         specifier: ^3.2.4
-        version: 3.2.4(@types/debug@4.1.12)(@types/node@22.18.12)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+        version: 3.2.4(@types/debug@4.1.12)(@types/node@22.18.13)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
 
   mcp/servers/resource-mcp-server:
     dependencies:
@@ -834,14 +837,14 @@ importers:
         specifier: ^5.0.5
         version: 5.0.5
       '@types/node':
-        specifier: ^22.18.12
-        version: 22.18.12
+        specifier: ^22.18.13
+        version: 22.18.13
       eslint:
         specifier: ^9.38.0
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^4.4.4
-        version: 4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@4.4.4)(eslint@9.38.0(jiti@2.6.1))
@@ -877,14 +880,14 @@ importers:
         specifier: ^5.5.0
         version: 5.5.0(eslint@9.38.0(jiti@2.6.1))
       '@types/node':
-        specifier: ^22.18.12
-        version: 22.18.12
+        specifier: ^22.18.13
+        version: 22.18.13
       eslint:
         specifier: ^9.38.0
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^4.4.4
-        version: 4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@4.4.4)(eslint@9.38.0(jiti@2.6.1))
@@ -926,14 +929,14 @@ importers:
         specifier: ^5.0.5
         version: 5.0.5
       '@types/node':
-        specifier: ^22.18.12
-        version: 22.18.12
+        specifier: ^22.18.13
+        version: 22.18.13
       eslint:
         specifier: ^9.38.0
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^4.4.4
-        version: 4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@4.4.4)(eslint@9.38.0(jiti@2.6.1))
@@ -987,8 +990,8 @@ importers:
         specifier: ^4.2.2
         version: 4.2.2
       '@types/node':
-        specifier: ^22.18.12
-        version: 22.18.12
+        specifier: ^22.18.13
+        version: 22.18.13
       crypto-js:
         specifier: ^4.2.0
         version: 4.2.0
@@ -997,7 +1000,7 @@ importers:
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^4.4.4
-        version: 4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@4.4.4)(eslint@9.38.0(jiti@2.6.1))
@@ -1021,10 +1024,10 @@ importers:
         version: 8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)
       vite:
         specifier: ^6.4.1
-        version: 6.4.1(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+        version: 6.4.1(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
       vite-plugin-solid:
         specifier: ^2.11.10
-        version: 2.11.10(@testing-library/jest-dom@6.9.1)(solid-js@1.9.10)(vite@6.4.1(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+        version: 2.11.10(@testing-library/jest-dom@6.9.1)(solid-js@1.9.10)(vite@6.4.1(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
 
   rag/batch:
     dependencies:
@@ -1087,14 +1090,14 @@ importers:
         specifier: ^9.0.4
         version: 9.0.4
       '@types/node':
-        specifier: ^24.9.1
-        version: 24.9.1
+        specifier: ^24.9.2
+        version: 24.9.2
       eslint:
         specifier: ^9.38.0
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^4.4.4
-        version: 4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@4.4.4)(eslint@9.38.0(jiti@2.6.1))
@@ -1121,22 +1124,16 @@ importers:
         version: 3.918.0
       '@langchain/aws':
         specifier: ^1.0.0
-        version: 1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))
-      '@langchain/classic':
-        specifier: ^1.0.1
-        version: 1.0.1(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(cheerio@1.1.2)(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(ws@8.18.3)
+        version: 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))
       '@langchain/core':
-        specifier: ^1.0.2
-        version: 1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
-      '@langchain/langgraph':
-        specifier: ^1.0.1
-        version: 1.0.1(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12))(zod@4.1.12)
+        specifier: 1.0.0
+        version: 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
       '@langchain/openai':
         specifier: ^1.0.0
-        version: 1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(ws@8.18.3)
+        version: 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(ws@8.18.3)
       '@langchain/pinecone':
         specifier: ^1.0.0
-        version: 1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@pinecone-database/pinecone@6.1.2)
+        version: 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@pinecone-database/pinecone@6.1.2)
       '@llm-ts-example/common-backend':
         specifier: workspace:*
         version: link:../../common/backend
@@ -1153,20 +1150,23 @@ importers:
         specifier: ^10.4.2
         version: 10.4.2
       langchain:
-        specifier: ^1.0.2
-        version: 1.0.2(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12))
+        specifier: 1.0.1
+        version: 1.0.1(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(zod-to-json-schema@3.24.6(zod@4.1.12))
       langfuse:
         specifier: ^3.38.6
         version: 3.38.6
       langfuse-langchain:
         specifier: ^3.38.6
-        version: 3.38.6(langchain@1.0.2(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12)))
+        version: 3.38.6(langchain@1.0.1(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(zod-to-json-schema@3.24.6(zod@4.1.12)))
       source-map-support:
         specifier: ^0.5.21
         version: 0.5.21
       uuid:
         specifier: ^13.0.0
         version: 13.0.0
+      zod:
+        specifier: ^4.1.12
+        version: 4.1.12
     devDependencies:
       '@eslint/compat':
         specifier: ^1.4.0
@@ -1178,17 +1178,17 @@ importers:
         specifier: ^5.5.0
         version: 5.5.0(eslint@9.38.0(jiti@2.6.1))
       '@types/aws-lambda':
-        specifier: ^8.10.156
-        version: 8.10.156
+        specifier: ^8.10.157
+        version: 8.10.157
       '@types/node':
-        specifier: ^22.18.12
-        version: 22.18.12
+        specifier: ^22.18.13
+        version: 22.18.13
       '@types/uuid':
         specifier: ^10.0.0
         version: 10.0.0
       '@vitest/eslint-plugin':
         specifier: ^1.3.26
-        version: 1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@4.0.4(@types/debug@4.1.12)(@types/node@22.18.12)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+        version: 1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@4.0.4(@types/debug@4.1.12)(@types/node@22.18.13)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
       aws-cdk:
         specifier: ^2.1031.0
         version: 2.1031.0
@@ -1203,7 +1203,7 @@ importers:
         version: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-typescript:
         specifier: ^4.4.4
-        version: 4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+        version: 4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
       eslint-plugin-import:
         specifier: ^2.32.0
         version: 2.32.0(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@4.4.4)(eslint@9.38.0(jiti@2.6.1))
@@ -1224,13 +1224,13 @@ importers:
         version: 8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)
       vite:
         specifier: ^7.1.12
-        version: 7.1.12(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+        version: 7.1.12(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
       vite-tsconfig-paths:
         specifier: ^5.1.4
-        version: 5.1.4(typescript@5.9.3)(vite@7.1.12(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+        version: 5.1.4(typescript@5.9.3)(vite@7.1.12(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
       vitest:
         specifier: ^4.0.4
-        version: 4.0.4(@types/debug@4.1.12)(@types/node@22.18.12)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+        version: 4.0.4(@types/debug@4.1.12)(@types/node@22.18.13)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
 
   rag/cdk/function:
     devDependencies:
@@ -2666,6 +2666,10 @@ packages:
       youtubei.js:
         optional: true
 
+  '@langchain/core@1.0.0':
+    resolution: {integrity: sha512-FupT8DG9x714l2wVXiOIHKQx7k/Q9iCL3xgkoIDp5dNK+50uC9Lf5E1ARD3aFss2KK85xvqYoyzNBG5t7m3SmQ==}
+    engines: {node: '>=20'}
+
   '@langchain/core@1.0.2':
     resolution: {integrity: sha512-6mOn4bZyO6XT0GGrEijRtMVrmYJGZ8y1BcwyTPDptFz38lP0CEzrKEYB++h+u3TEcAd3eO25l1aGw/zVlVgw2Q==}
     engines: {node: '>=20'}
@@ -2690,6 +2694,17 @@ packages:
       react-dom:
         optional: true
 
+  '@langchain/langgraph@1.0.0':
+    resolution: {integrity: sha512-2k7Thk5qH0zMhP+sbNKwQZl6zSwxKtrsFmHGOEvUUMjH6Rb9n5IMxoF5WTJlP/CGMO9ulI+5UefNz3rOfjuPBg==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      '@langchain/core': ^1.0.1
+      zod: ^3.25.32 || ^4.1.0
+      zod-to-json-schema: ^3.x
+    peerDependenciesMeta:
+      zod-to-json-schema:
+        optional: true
+
   '@langchain/langgraph@1.0.1':
     resolution: {integrity: sha512-7y8OTDLrHrpJ55Y5x7c7zU2BbqNllXwxM106Xrd+NaQB5CpEb4hbUfIwe4XmhhscKPwvhXAq3tjeUxw9MCiurQ==}
     engines: {node: '>=18'}
@@ -4494,8 +4509,8 @@ packages:
   '@types/aws-lambda@8.10.152':
     resolution: {integrity: sha512-soT/c2gYBnT5ygwiHPmd9a1bftj462NWVk2tKCc1PYHSIacB2UwbTS2zYG4jzag1mRDuzg/OjtxQjQ2NKRB6Rw==}
 
-  '@types/aws-lambda@8.10.156':
-    resolution: {integrity: sha512-LElQP+QliVWykC7OF8dNr04z++HJCMO2lF7k9HuKoSDARqhcjHq8MzbrRwujCSDeBHIlvaimbuY/tVZL36KXFQ==}
+  '@types/aws-lambda@8.10.157':
+    resolution: {integrity: sha512-ofjcRCO1N7tMZDSO11u5bFHPDfUFD3Q9YK9g4S4w8UDKuG3CNlw2lNK1sd3Itdo7JORygZmG4h9ZykS8dlXvMA==}
 
   '@types/babel__core@7.20.5':
     resolution: {integrity: sha512-qoQprZvz5wQFJwMDqeseRXWv3rqMvhgpbXFfVyWhbx9X47POIA6i/+dXefEmZKoAgOaTdaIgNSMqMIU61yRyzA==}
@@ -4590,11 +4605,11 @@ packages:
   '@types/node@18.19.130':
     resolution: {integrity: sha512-GRaXQx6jGfL8sKfaIDD6OupbIHBr9jv7Jnaml9tB7l4v068PAOXqfcujMMo5PhbIs6ggR1XODELqahT2R8v0fg==}
 
-  '@types/node@22.18.12':
-    resolution: {integrity: sha512-BICHQ67iqxQGFSzfCFTT7MRQ5XcBjG5aeKh5Ok38UBbPe5fxTyE+aHFxwVrGyr8GNlqFMLKD1D3P2K/1ks8tog==}
+  '@types/node@22.18.13':
+    resolution: {integrity: sha512-Bo45YKIjnmFtv6I1TuC8AaHBbqXtIo+Om5fE4QiU1Tj8QR/qt+8O3BAtOimG5IFmwaWiPmB3Mv3jtYzBA4Us2A==}
 
-  '@types/node@24.9.1':
-    resolution: {integrity: sha512-QoiaXANRkSXK6p0Duvt56W208du4P9Uye9hWLWgGMDTEoKPhuenzNcC4vGUmrNkiOKTlIrBoyNQYNpSwfEZXSg==}
+  '@types/node@24.9.2':
+    resolution: {integrity: sha512-uWN8YqxXxqFMX2RqGOrumsKeti4LlmIMIyV0lgut4jx7KQBcBiW6vkDtIBvHnHIquwNfJhk8v2OtmO8zXWHfPA==}
 
   '@types/oracledb@6.5.2':
     resolution: {integrity: sha512-kK1eBS/Adeyis+3OlBDMeQQuasIDLUYXsi2T15ccNJ0iyUpQ4xDF7svFu3+bGVrI0CMBUclPciz+lsQR3JX3TQ==}
@@ -5513,6 +5528,10 @@ packages:
     resolution: {integrity: sha512-TywoWNNRbhoD0BXs1P3ZEScW8W5iKrnbithIl0YH+uCmBd0QpPOA8yc82DS3BIE5Ma6FnBVUsJ7wVUDz4dvOWQ==}
     engines: {node: '>=20'}
 
+  comment-parser@1.4.1:
+    resolution: {integrity: sha512-buhp5kePrmda3vhc5B9t7pUQXAb2Tnd0qgpkIhPhkHXxJpiPJ11H0ZEU0oBpJ2QztSbzG/ZxMj/CHsYJqRHmyg==}
+    engines: {node: '>= 12.0.0'}
+
   commondir@1.0.1:
     resolution: {integrity: sha512-W9pAhw0ja1Edb5GVdIF1mjZw/ASI0AlShXM83UUGe2DVr5TdAPEA1OA8m/g8zWp9x6On7gqufY+FatDbC3MDQg==}
 
@@ -5982,6 +6001,19 @@ packages:
       eslint-import-resolver-webpack:
         optional: true
 
+  eslint-plugin-import-x@4.16.1:
+    resolution: {integrity: sha512-vPZZsiOKaBAIATpFE2uMI4w5IRwdv/FpQ+qZZMR4E+PeOcM4OeoEbqxRMnywdxP19TyB/3h6QBB0EWon7letSQ==}
+    engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
+    peerDependencies:
+      '@typescript-eslint/utils': ^8.0.0
+      eslint: ^8.57.0 || ^9.0.0
+      eslint-import-resolver-node: '*'
+    peerDependenciesMeta:
+      '@typescript-eslint/utils':
+        optional: true
+      eslint-import-resolver-node:
+        optional: true
+
   eslint-plugin-import@2.32.0:
     resolution: {integrity: sha512-whOE1HFo/qJDyX4SnXzP4N6zOWn79WhnCUY/iDR0mPfQZO8wcYE4JClzI2oZrhBnnMUCBCHZhO6VQyoBU95mZA==}
     engines: {node: '>=4'}
@@ -7018,6 +7050,12 @@ packages:
   known-css-properties@0.30.0:
     resolution: {integrity: sha512-VSWXYUnsPu9+WYKkfmJyLKtIvaRJi1kXUqVmBACORXZQxT5oZDsoZ2vQP+bQFDnWtpI/4eq3MLoRMjI2fnLzTQ==}
 
+  langchain@1.0.1:
+    resolution: {integrity: sha512-IT4JBVbKBh2AjaUFT9OsmOfeK3UbKy3SgdzZOuvet25sAaMpAR8IaM9XVddRs+OXQqVg6sOS01KUUVCJksVhHg==}
+    engines: {node: '>=20'}
+    peerDependencies:
+      '@langchain/core': ^1.0.0
+
   langchain@1.0.2:
     resolution: {integrity: sha512-He/xvjVl8DHESvdaW6Dpyba72OaLCAfS2CyOm1aWrlJ4C38dKXyTIxphtld8hiii6MWX7qMSmu2EaUwWBx2STg==}
     engines: {node: '>=20'}
@@ -7911,8 +7949,8 @@ packages:
     engines: {node: '>=18'}
     hasBin: true
 
-  pnpm@10.19.0:
-    resolution: {integrity: sha512-yfxyNukq31yK9C/VvxYS35nCzrYvJwRwMvRyCzP46s3eMRhl6RxBHyd09hjYLzIICOy1Fxi/qCwGDEunx2oyuA==}
+  pnpm@10.20.0:
+    resolution: {integrity: sha512-z5mYIiFi3YWGTQqBAueJLnukzq3rv1ox+cL85I384xepxTufZGTR75BCy6LgKuAqn3wUOitDjNk8kYQPAZK53Q==}
     engines: {node: '>=18.12'}
     hasBin: true
 
@@ -9584,11 +9622,11 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  '@arizeai/openinference-instrumentation-langchain@3.4.4(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))':
+  '@arizeai/openinference-instrumentation-langchain@3.4.4(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))':
     dependencies:
       '@arizeai/openinference-core': 1.0.7
       '@arizeai/openinference-semantic-conventions': 2.1.2
-      '@langchain/core': 1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+      '@langchain/core': 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
       '@opentelemetry/api': 1.9.0
       '@opentelemetry/core': 1.30.1(@opentelemetry/api@1.9.0)
       '@opentelemetry/instrumentation': 0.46.0(@opentelemetry/api@1.9.0)
@@ -10616,249 +10654,249 @@ snapshots:
 
   '@inquirer/ansi@1.0.1': {}
 
-  '@inquirer/checkbox@4.3.0(@types/node@22.18.12)':
+  '@inquirer/checkbox@4.3.0(@types/node@22.18.13)':
     dependencies:
       '@inquirer/ansi': 1.0.1
-      '@inquirer/core': 10.3.0(@types/node@22.18.12)
+      '@inquirer/core': 10.3.0(@types/node@22.18.13)
       '@inquirer/figures': 1.0.14
-      '@inquirer/type': 3.0.9(@types/node@22.18.12)
+      '@inquirer/type': 3.0.9(@types/node@22.18.13)
       yoctocolors-cjs: 2.1.3
     optionalDependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
-  '@inquirer/checkbox@4.3.0(@types/node@24.9.1)':
+  '@inquirer/checkbox@4.3.0(@types/node@24.9.2)':
     dependencies:
       '@inquirer/ansi': 1.0.1
-      '@inquirer/core': 10.3.0(@types/node@24.9.1)
+      '@inquirer/core': 10.3.0(@types/node@24.9.2)
       '@inquirer/figures': 1.0.14
-      '@inquirer/type': 3.0.9(@types/node@24.9.1)
+      '@inquirer/type': 3.0.9(@types/node@24.9.2)
       yoctocolors-cjs: 2.1.3
     optionalDependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
-  '@inquirer/confirm@5.1.19(@types/node@22.18.12)':
+  '@inquirer/confirm@5.1.19(@types/node@22.18.13)':
     dependencies:
-      '@inquirer/core': 10.3.0(@types/node@22.18.12)
-      '@inquirer/type': 3.0.9(@types/node@22.18.12)
+      '@inquirer/core': 10.3.0(@types/node@22.18.13)
+      '@inquirer/type': 3.0.9(@types/node@22.18.13)
     optionalDependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
-  '@inquirer/confirm@5.1.19(@types/node@24.9.1)':
+  '@inquirer/confirm@5.1.19(@types/node@24.9.2)':
     dependencies:
-      '@inquirer/core': 10.3.0(@types/node@24.9.1)
-      '@inquirer/type': 3.0.9(@types/node@24.9.1)
+      '@inquirer/core': 10.3.0(@types/node@24.9.2)
+      '@inquirer/type': 3.0.9(@types/node@24.9.2)
     optionalDependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
-  '@inquirer/core@10.3.0(@types/node@22.18.12)':
+  '@inquirer/core@10.3.0(@types/node@22.18.13)':
     dependencies:
       '@inquirer/ansi': 1.0.1
       '@inquirer/figures': 1.0.14
-      '@inquirer/type': 3.0.9(@types/node@22.18.12)
+      '@inquirer/type': 3.0.9(@types/node@22.18.13)
       cli-width: 4.1.0
       mute-stream: 2.0.0
       signal-exit: 4.1.0
       wrap-ansi: 6.2.0
       yoctocolors-cjs: 2.1.3
     optionalDependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
-  '@inquirer/core@10.3.0(@types/node@24.9.1)':
+  '@inquirer/core@10.3.0(@types/node@24.9.2)':
     dependencies:
       '@inquirer/ansi': 1.0.1
       '@inquirer/figures': 1.0.14
-      '@inquirer/type': 3.0.9(@types/node@24.9.1)
+      '@inquirer/type': 3.0.9(@types/node@24.9.2)
       cli-width: 4.1.0
       mute-stream: 2.0.0
       signal-exit: 4.1.0
       wrap-ansi: 6.2.0
       yoctocolors-cjs: 2.1.3
     optionalDependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
-  '@inquirer/editor@4.2.21(@types/node@22.18.12)':
+  '@inquirer/editor@4.2.21(@types/node@22.18.13)':
     dependencies:
-      '@inquirer/core': 10.3.0(@types/node@22.18.12)
-      '@inquirer/external-editor': 1.0.2(@types/node@22.18.12)
-      '@inquirer/type': 3.0.9(@types/node@22.18.12)
+      '@inquirer/core': 10.3.0(@types/node@22.18.13)
+      '@inquirer/external-editor': 1.0.2(@types/node@22.18.13)
+      '@inquirer/type': 3.0.9(@types/node@22.18.13)
     optionalDependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
-  '@inquirer/editor@4.2.21(@types/node@24.9.1)':
+  '@inquirer/editor@4.2.21(@types/node@24.9.2)':
     dependencies:
-      '@inquirer/core': 10.3.0(@types/node@24.9.1)
-      '@inquirer/external-editor': 1.0.2(@types/node@24.9.1)
-      '@inquirer/type': 3.0.9(@types/node@24.9.1)
+      '@inquirer/core': 10.3.0(@types/node@24.9.2)
+      '@inquirer/external-editor': 1.0.2(@types/node@24.9.2)
+      '@inquirer/type': 3.0.9(@types/node@24.9.2)
     optionalDependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
-  '@inquirer/expand@4.0.21(@types/node@22.18.12)':
+  '@inquirer/expand@4.0.21(@types/node@22.18.13)':
     dependencies:
-      '@inquirer/core': 10.3.0(@types/node@22.18.12)
-      '@inquirer/type': 3.0.9(@types/node@22.18.12)
+      '@inquirer/core': 10.3.0(@types/node@22.18.13)
+      '@inquirer/type': 3.0.9(@types/node@22.18.13)
       yoctocolors-cjs: 2.1.3
     optionalDependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
-  '@inquirer/expand@4.0.21(@types/node@24.9.1)':
+  '@inquirer/expand@4.0.21(@types/node@24.9.2)':
     dependencies:
-      '@inquirer/core': 10.3.0(@types/node@24.9.1)
-      '@inquirer/type': 3.0.9(@types/node@24.9.1)
+      '@inquirer/core': 10.3.0(@types/node@24.9.2)
+      '@inquirer/type': 3.0.9(@types/node@24.9.2)
       yoctocolors-cjs: 2.1.3
     optionalDependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
-  '@inquirer/external-editor@1.0.2(@types/node@22.18.12)':
+  '@inquirer/external-editor@1.0.2(@types/node@22.18.13)':
     dependencies:
       chardet: 2.1.0
       iconv-lite: 0.7.0
     optionalDependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
-  '@inquirer/external-editor@1.0.2(@types/node@24.9.1)':
+  '@inquirer/external-editor@1.0.2(@types/node@24.9.2)':
     dependencies:
       chardet: 2.1.0
       iconv-lite: 0.7.0
     optionalDependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
   '@inquirer/figures@1.0.14': {}
 
-  '@inquirer/input@4.2.5(@types/node@22.18.12)':
+  '@inquirer/input@4.2.5(@types/node@22.18.13)':
     dependencies:
-      '@inquirer/core': 10.3.0(@types/node@22.18.12)
-      '@inquirer/type': 3.0.9(@types/node@22.18.12)
+      '@inquirer/core': 10.3.0(@types/node@22.18.13)
+      '@inquirer/type': 3.0.9(@types/node@22.18.13)
     optionalDependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
-  '@inquirer/input@4.2.5(@types/node@24.9.1)':
+  '@inquirer/input@4.2.5(@types/node@24.9.2)':
     dependencies:
-      '@inquirer/core': 10.3.0(@types/node@24.9.1)
-      '@inquirer/type': 3.0.9(@types/node@24.9.1)
+      '@inquirer/core': 10.3.0(@types/node@24.9.2)
+      '@inquirer/type': 3.0.9(@types/node@24.9.2)
     optionalDependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
-  '@inquirer/number@3.0.21(@types/node@22.18.12)':
+  '@inquirer/number@3.0.21(@types/node@22.18.13)':
     dependencies:
-      '@inquirer/core': 10.3.0(@types/node@22.18.12)
-      '@inquirer/type': 3.0.9(@types/node@22.18.12)
+      '@inquirer/core': 10.3.0(@types/node@22.18.13)
+      '@inquirer/type': 3.0.9(@types/node@22.18.13)
     optionalDependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
-  '@inquirer/number@3.0.21(@types/node@24.9.1)':
+  '@inquirer/number@3.0.21(@types/node@24.9.2)':
     dependencies:
-      '@inquirer/core': 10.3.0(@types/node@24.9.1)
-      '@inquirer/type': 3.0.9(@types/node@24.9.1)
+      '@inquirer/core': 10.3.0(@types/node@24.9.2)
+      '@inquirer/type': 3.0.9(@types/node@24.9.2)
     optionalDependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
-  '@inquirer/password@4.0.21(@types/node@22.18.12)':
+  '@inquirer/password@4.0.21(@types/node@22.18.13)':
     dependencies:
       '@inquirer/ansi': 1.0.1
-      '@inquirer/core': 10.3.0(@types/node@22.18.12)
-      '@inquirer/type': 3.0.9(@types/node@22.18.12)
+      '@inquirer/core': 10.3.0(@types/node@22.18.13)
+      '@inquirer/type': 3.0.9(@types/node@22.18.13)
     optionalDependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
-  '@inquirer/password@4.0.21(@types/node@24.9.1)':
+  '@inquirer/password@4.0.21(@types/node@24.9.2)':
     dependencies:
       '@inquirer/ansi': 1.0.1
-      '@inquirer/core': 10.3.0(@types/node@24.9.1)
-      '@inquirer/type': 3.0.9(@types/node@24.9.1)
+      '@inquirer/core': 10.3.0(@types/node@24.9.2)
+      '@inquirer/type': 3.0.9(@types/node@24.9.2)
     optionalDependencies:
-      '@types/node': 24.9.1
-
-  '@inquirer/prompts@7.9.0(@types/node@22.18.12)':
-    dependencies:
-      '@inquirer/checkbox': 4.3.0(@types/node@22.18.12)
-      '@inquirer/confirm': 5.1.19(@types/node@22.18.12)
-      '@inquirer/editor': 4.2.21(@types/node@22.18.12)
-      '@inquirer/expand': 4.0.21(@types/node@22.18.12)
-      '@inquirer/input': 4.2.5(@types/node@22.18.12)
-      '@inquirer/number': 3.0.21(@types/node@22.18.12)
-      '@inquirer/password': 4.0.21(@types/node@22.18.12)
-      '@inquirer/rawlist': 4.1.9(@types/node@22.18.12)
-      '@inquirer/search': 3.2.0(@types/node@22.18.12)
-      '@inquirer/select': 4.4.0(@types/node@22.18.12)
+      '@types/node': 24.9.2
+
+  '@inquirer/prompts@7.9.0(@types/node@22.18.13)':
+    dependencies:
+      '@inquirer/checkbox': 4.3.0(@types/node@22.18.13)
+      '@inquirer/confirm': 5.1.19(@types/node@22.18.13)
+      '@inquirer/editor': 4.2.21(@types/node@22.18.13)
+      '@inquirer/expand': 4.0.21(@types/node@22.18.13)
+      '@inquirer/input': 4.2.5(@types/node@22.18.13)
+      '@inquirer/number': 3.0.21(@types/node@22.18.13)
+      '@inquirer/password': 4.0.21(@types/node@22.18.13)
+      '@inquirer/rawlist': 4.1.9(@types/node@22.18.13)
+      '@inquirer/search': 3.2.0(@types/node@22.18.13)
+      '@inquirer/select': 4.4.0(@types/node@22.18.13)
     optionalDependencies:
-      '@types/node': 22.18.12
-
-  '@inquirer/prompts@7.9.0(@types/node@24.9.1)':
-    dependencies:
-      '@inquirer/checkbox': 4.3.0(@types/node@24.9.1)
-      '@inquirer/confirm': 5.1.19(@types/node@24.9.1)
-      '@inquirer/editor': 4.2.21(@types/node@24.9.1)
-      '@inquirer/expand': 4.0.21(@types/node@24.9.1)
-      '@inquirer/input': 4.2.5(@types/node@24.9.1)
-      '@inquirer/number': 3.0.21(@types/node@24.9.1)
-      '@inquirer/password': 4.0.21(@types/node@24.9.1)
-      '@inquirer/rawlist': 4.1.9(@types/node@24.9.1)
-      '@inquirer/search': 3.2.0(@types/node@24.9.1)
-      '@inquirer/select': 4.4.0(@types/node@24.9.1)
+      '@types/node': 22.18.13
+
+  '@inquirer/prompts@7.9.0(@types/node@24.9.2)':
+    dependencies:
+      '@inquirer/checkbox': 4.3.0(@types/node@24.9.2)
+      '@inquirer/confirm': 5.1.19(@types/node@24.9.2)
+      '@inquirer/editor': 4.2.21(@types/node@24.9.2)
+      '@inquirer/expand': 4.0.21(@types/node@24.9.2)
+      '@inquirer/input': 4.2.5(@types/node@24.9.2)
+      '@inquirer/number': 3.0.21(@types/node@24.9.2)
+      '@inquirer/password': 4.0.21(@types/node@24.9.2)
+      '@inquirer/rawlist': 4.1.9(@types/node@24.9.2)
+      '@inquirer/search': 3.2.0(@types/node@24.9.2)
+      '@inquirer/select': 4.4.0(@types/node@24.9.2)
     optionalDependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
-  '@inquirer/rawlist@4.1.9(@types/node@22.18.12)':
+  '@inquirer/rawlist@4.1.9(@types/node@22.18.13)':
     dependencies:
-      '@inquirer/core': 10.3.0(@types/node@22.18.12)
-      '@inquirer/type': 3.0.9(@types/node@22.18.12)
+      '@inquirer/core': 10.3.0(@types/node@22.18.13)
+      '@inquirer/type': 3.0.9(@types/node@22.18.13)
       yoctocolors-cjs: 2.1.3
     optionalDependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
-  '@inquirer/rawlist@4.1.9(@types/node@24.9.1)':
+  '@inquirer/rawlist@4.1.9(@types/node@24.9.2)':
     dependencies:
-      '@inquirer/core': 10.3.0(@types/node@24.9.1)
-      '@inquirer/type': 3.0.9(@types/node@24.9.1)
+      '@inquirer/core': 10.3.0(@types/node@24.9.2)
+      '@inquirer/type': 3.0.9(@types/node@24.9.2)
       yoctocolors-cjs: 2.1.3
     optionalDependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
-  '@inquirer/search@3.2.0(@types/node@22.18.12)':
+  '@inquirer/search@3.2.0(@types/node@22.18.13)':
     dependencies:
-      '@inquirer/core': 10.3.0(@types/node@22.18.12)
+      '@inquirer/core': 10.3.0(@types/node@22.18.13)
       '@inquirer/figures': 1.0.14
-      '@inquirer/type': 3.0.9(@types/node@22.18.12)
+      '@inquirer/type': 3.0.9(@types/node@22.18.13)
       yoctocolors-cjs: 2.1.3
     optionalDependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
-  '@inquirer/search@3.2.0(@types/node@24.9.1)':
+  '@inquirer/search@3.2.0(@types/node@24.9.2)':
     dependencies:
-      '@inquirer/core': 10.3.0(@types/node@24.9.1)
+      '@inquirer/core': 10.3.0(@types/node@24.9.2)
       '@inquirer/figures': 1.0.14
-      '@inquirer/type': 3.0.9(@types/node@24.9.1)
+      '@inquirer/type': 3.0.9(@types/node@24.9.2)
       yoctocolors-cjs: 2.1.3
     optionalDependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
-  '@inquirer/select@4.4.0(@types/node@22.18.12)':
+  '@inquirer/select@4.4.0(@types/node@22.18.13)':
     dependencies:
       '@inquirer/ansi': 1.0.1
-      '@inquirer/core': 10.3.0(@types/node@22.18.12)
+      '@inquirer/core': 10.3.0(@types/node@22.18.13)
       '@inquirer/figures': 1.0.14
-      '@inquirer/type': 3.0.9(@types/node@22.18.12)
+      '@inquirer/type': 3.0.9(@types/node@22.18.13)
       yoctocolors-cjs: 2.1.3
     optionalDependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
-  '@inquirer/select@4.4.0(@types/node@24.9.1)':
+  '@inquirer/select@4.4.0(@types/node@24.9.2)':
     dependencies:
       '@inquirer/ansi': 1.0.1
-      '@inquirer/core': 10.3.0(@types/node@24.9.1)
+      '@inquirer/core': 10.3.0(@types/node@24.9.2)
       '@inquirer/figures': 1.0.14
-      '@inquirer/type': 3.0.9(@types/node@24.9.1)
+      '@inquirer/type': 3.0.9(@types/node@24.9.2)
       yoctocolors-cjs: 2.1.3
     optionalDependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
-  '@inquirer/type@3.0.9(@types/node@22.18.12)':
+  '@inquirer/type@3.0.9(@types/node@22.18.13)':
     optionalDependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
-  '@inquirer/type@3.0.9(@types/node@24.9.1)':
+  '@inquirer/type@3.0.9(@types/node@24.9.2)':
     optionalDependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
   '@isaacs/balanced-match@4.0.1': {}
 
@@ -10912,13 +10950,23 @@ snapshots:
   '@kwsites/promise-deferred@1.1.1':
     optional: true
 
-  '@langchain/anthropic@1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(zod@4.1.12)':
+  '@langchain/anthropic@1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(zod@4.1.12)':
     dependencies:
       '@anthropic-ai/sdk': 0.65.0(zod@4.1.12)
-      '@langchain/core': 1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+      '@langchain/core': 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
     transitivePeerDependencies:
       - zod
 
+  '@langchain/aws@1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))':
+    dependencies:
+      '@aws-sdk/client-bedrock-agent-runtime': 3.918.0
+      '@aws-sdk/client-bedrock-runtime': 3.918.0
+      '@aws-sdk/client-kendra': 3.918.0
+      '@aws-sdk/credential-provider-node': 3.918.0
+      '@langchain/core': 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+    transitivePeerDependencies:
+      - aws-crt
+
   '@langchain/aws@1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))':
     dependencies:
       '@aws-sdk/client-bedrock-agent-runtime': 3.918.0
@@ -10929,6 +10977,29 @@ snapshots:
     transitivePeerDependencies:
       - aws-crt
 
+  '@langchain/classic@1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(cheerio@1.1.2)(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(ws@8.18.3)':
+    dependencies:
+      '@langchain/core': 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+      '@langchain/openai': 1.0.0-alpha.3(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(ws@8.18.3)
+      '@langchain/textsplitters': 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))
+      handlebars: 4.7.8
+      js-yaml: 4.1.0
+      jsonpointer: 5.0.1
+      openapi-types: 12.1.3
+      p-retry: 4.6.2
+      uuid: 10.0.0
+      yaml: 2.8.1
+      zod: 4.1.12
+    optionalDependencies:
+      cheerio: 1.1.2
+      langsmith: 0.3.75(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+    transitivePeerDependencies:
+      - '@opentelemetry/api'
+      - '@opentelemetry/exporter-trace-otlp-proto'
+      - '@opentelemetry/sdk-trace-base'
+      - openai
+      - ws
+
   '@langchain/classic@1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(cheerio@1.1.2)(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(ws@8.18.3)':
     dependencies:
       '@langchain/core': 1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
@@ -11019,6 +11090,25 @@ snapshots:
       - '@opentelemetry/sdk-trace-base'
       - peggy
 
+  '@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))':
+    dependencies:
+      '@cfworker/json-schema': 4.1.1
+      ansi-styles: 5.2.0
+      camelcase: 6.3.0
+      decamelize: 1.2.0
+      js-tiktoken: 1.0.21
+      langsmith: 0.3.75(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+      mustache: 4.2.0
+      p-queue: 6.6.2
+      p-retry: 4.6.2
+      uuid: 10.0.0
+      zod: 4.1.12
+    transitivePeerDependencies:
+      - '@opentelemetry/api'
+      - '@opentelemetry/exporter-trace-otlp-proto'
+      - '@opentelemetry/sdk-trace-base'
+      - openai
+
   '@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))':
     dependencies:
       '@cfworker/json-schema': 4.1.1
@@ -11038,11 +11128,25 @@ snapshots:
       - '@opentelemetry/sdk-trace-base'
       - openai
 
+  '@langchain/langgraph-checkpoint@1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))':
+    dependencies:
+      '@langchain/core': 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+      uuid: 10.0.0
+
   '@langchain/langgraph-checkpoint@1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))':
     dependencies:
       '@langchain/core': 1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
       uuid: 10.0.0
 
+  '@langchain/langgraph-sdk@1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(react@19.1.0)':
+    dependencies:
+      p-queue: 6.6.2
+      p-retry: 4.6.2
+      uuid: 9.0.1
+    optionalDependencies:
+      '@langchain/core': 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+      react: 19.1.0
+
   '@langchain/langgraph-sdk@1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(react@19.1.0)':
     dependencies:
       p-queue: 6.6.2
@@ -11052,6 +11156,32 @@ snapshots:
       '@langchain/core': 1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
       react: 19.1.0
 
+  '@langchain/langgraph@1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12))(zod@4.1.12)':
+    dependencies:
+      '@langchain/core': 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+      '@langchain/langgraph-checkpoint': 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))
+      '@langchain/langgraph-sdk': 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(react@19.1.0)
+      uuid: 10.0.0
+      zod: 4.1.12
+    optionalDependencies:
+      zod-to-json-schema: 3.24.6(zod@4.1.12)
+    transitivePeerDependencies:
+      - react
+      - react-dom
+
+  '@langchain/langgraph@1.0.1(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12))(zod@4.1.12)':
+    dependencies:
+      '@langchain/core': 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+      '@langchain/langgraph-checkpoint': 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))
+      '@langchain/langgraph-sdk': 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(react@19.1.0)
+      uuid: 10.0.0
+      zod: 4.1.12
+    optionalDependencies:
+      zod-to-json-schema: 3.24.6(zod@4.1.12)
+    transitivePeerDependencies:
+      - react
+      - react-dom
+
   '@langchain/langgraph@1.0.1(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12))(zod@4.1.12)':
     dependencies:
       '@langchain/core': 1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
@@ -11077,6 +11207,15 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  '@langchain/openai@1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(ws@8.18.3)':
+    dependencies:
+      '@langchain/core': 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+      js-tiktoken: 1.0.21
+      openai: 6.7.0(ws@8.18.3)(zod@4.1.12)
+      zod: 4.1.12
+    transitivePeerDependencies:
+      - ws
+
   '@langchain/openai@1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(ws@8.18.3)':
     dependencies:
       '@langchain/core': 1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
@@ -11086,6 +11225,15 @@ snapshots:
     transitivePeerDependencies:
       - ws
 
+  '@langchain/openai@1.0.0-alpha.3(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(ws@8.18.3)':
+    dependencies:
+      '@langchain/core': 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+      js-tiktoken: 1.0.21
+      openai: 6.7.0(ws@8.18.3)(zod@4.1.12)
+      zod: 4.1.12
+    transitivePeerDependencies:
+      - ws
+
   '@langchain/openai@1.0.0-alpha.3(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(ws@8.18.3)':
     dependencies:
       '@langchain/core': 1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
@@ -11095,6 +11243,13 @@ snapshots:
     transitivePeerDependencies:
       - ws
 
+  '@langchain/pinecone@1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@pinecone-database/pinecone@6.1.2)':
+    dependencies:
+      '@langchain/core': 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+      '@pinecone-database/pinecone': 6.1.2
+      flat: 5.0.2
+      uuid: 10.0.0
+
   '@langchain/pinecone@1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@pinecone-database/pinecone@6.1.2)':
     dependencies:
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@@ -11107,6 +11262,11 @@ snapshots:
       '@langchain/core': 1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
       js-tiktoken: 1.0.21
 
+  '@langchain/textsplitters@1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))':
+    dependencies:
+      '@langchain/core': 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+      js-tiktoken: 1.0.21
+
   '@langchain/textsplitters@1.0.0(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))':
     dependencies:
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@@ -11555,7 +11715,7 @@ snapshots:
       '@octokit/core': 7.0.5
       '@octokit/oauth-authorization-url': 8.0.0
       '@octokit/oauth-methods': 6.0.1
-      '@types/aws-lambda': 8.10.156
+      '@types/aws-lambda': 8.10.157
       universal-user-agent: 7.0.3
     optional: true
 
@@ -13318,7 +13478,7 @@ snapshots:
 
   '@types/aws-lambda@8.10.152': {}
 
-  '@types/aws-lambda@8.10.156': {}
+  '@types/aws-lambda@8.10.157': {}
 
   '@types/babel__core@7.20.5':
     dependencies:
@@ -13344,11 +13504,11 @@ snapshots:
   '@types/body-parser@1.19.6':
     dependencies:
       '@types/connect': 3.4.38
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
   '@types/bunyan@1.8.11':
     dependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
   '@types/chai@5.2.3':
     dependencies:
@@ -13357,11 +13517,11 @@ snapshots:
 
   '@types/connect@3.4.38':
     dependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
   '@types/cors@2.8.19':
     dependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
   '@types/crypto-js@4.2.2': {}
 
@@ -13375,14 +13535,14 @@ snapshots:
 
   '@types/express-serve-static-core@4.19.7':
     dependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
       '@types/qs': 6.14.0
       '@types/range-parser': 1.2.7
       '@types/send': 1.2.1
 
   '@types/express-serve-static-core@5.1.0':
     dependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
       '@types/qs': 6.14.0
       '@types/range-parser': 1.2.7
       '@types/send': 1.2.1
@@ -13422,7 +13582,7 @@ snapshots:
 
   '@types/memcached@2.2.10':
     dependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
   '@types/mime@1.3.5': {}
 
@@ -13430,28 +13590,28 @@ snapshots:
 
   '@types/mysql@2.15.27':
     dependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
   '@types/node-fetch@2.6.13':
     dependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
       form-data: 4.0.4
 
   '@types/node@18.19.130':
     dependencies:
       undici-types: 5.26.5
 
-  '@types/node@22.18.12':
+  '@types/node@22.18.13':
     dependencies:
       undici-types: 6.21.0
 
-  '@types/node@24.9.1':
+  '@types/node@24.9.2':
     dependencies:
       undici-types: 7.16.0
 
   '@types/oracledb@6.5.2':
     dependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
   '@types/pg-pool@2.0.6':
     dependencies:
@@ -13459,13 +13619,13 @@ snapshots:
 
   '@types/pg@8.15.5':
     dependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
       pg-protocol: 1.10.3
       pg-types: 2.2.0
 
   '@types/pg@8.15.6':
     dependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
       pg-protocol: 1.10.3
       pg-types: 2.2.0
 
@@ -13480,16 +13640,16 @@ snapshots:
   '@types/send@0.17.6':
     dependencies:
       '@types/mime': 1.3.5
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
   '@types/send@1.2.1':
     dependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
 
   '@types/serve-static@1.15.10':
     dependencies:
       '@types/http-errors': 2.0.5
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
       '@types/send': 0.17.6
 
   '@types/shimmer@1.2.0': {}
@@ -13500,7 +13660,7 @@ snapshots:
 
   '@types/tedious@4.0.14':
     dependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
   '@types/tough-cookie@4.0.5': {}
 
@@ -13512,7 +13672,7 @@ snapshots:
 
   '@types/ws@8.18.1':
     dependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
 
   '@typescript-eslint/eslint-plugin@8.46.2(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)':
     dependencies:
@@ -13674,47 +13834,47 @@ snapshots:
 
   '@vercel/oidc@3.0.3': {}
 
-  '@vitest/eslint-plugin@1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@3.2.4(@types/debug@4.1.12)(@types/node@22.18.12)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))':
+  '@vitest/eslint-plugin@1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@3.2.4(@types/debug@4.1.12)(@types/node@22.18.13)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))':
     dependencies:
       '@typescript-eslint/scope-manager': 8.46.2
       '@typescript-eslint/utils': 8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)
       eslint: 9.38.0(jiti@2.6.1)
     optionalDependencies:
       typescript: 5.9.3
-      vitest: 3.2.4(@types/debug@4.1.12)(@types/node@22.18.12)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vitest: 3.2.4(@types/debug@4.1.12)(@types/node@22.18.13)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
     transitivePeerDependencies:
       - supports-color
 
-  '@vitest/eslint-plugin@1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@3.2.4(@types/debug@4.1.12)(@types/node@24.9.1)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))':
+  '@vitest/eslint-plugin@1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@3.2.4(@types/debug@4.1.12)(@types/node@24.9.2)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))':
     dependencies:
       '@typescript-eslint/scope-manager': 8.46.2
       '@typescript-eslint/utils': 8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)
       eslint: 9.38.0(jiti@2.6.1)
     optionalDependencies:
       typescript: 5.9.3
-      vitest: 3.2.4(@types/debug@4.1.12)(@types/node@24.9.1)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vitest: 3.2.4(@types/debug@4.1.12)(@types/node@24.9.2)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
     transitivePeerDependencies:
       - supports-color
 
-  '@vitest/eslint-plugin@1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@4.0.4(@types/debug@4.1.12)(@types/node@22.18.12)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))':
+  '@vitest/eslint-plugin@1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@4.0.4(@types/debug@4.1.12)(@types/node@22.18.13)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))':
     dependencies:
       '@typescript-eslint/scope-manager': 8.46.2
       '@typescript-eslint/utils': 8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)
       eslint: 9.38.0(jiti@2.6.1)
     optionalDependencies:
       typescript: 5.9.3
-      vitest: 4.0.4(@types/debug@4.1.12)(@types/node@22.18.12)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vitest: 4.0.4(@types/debug@4.1.12)(@types/node@22.18.13)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
     transitivePeerDependencies:
       - supports-color
 
-  '@vitest/eslint-plugin@1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@4.0.4(@types/debug@4.1.12)(@types/node@24.9.1)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))':
+  '@vitest/eslint-plugin@1.3.26(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)(vitest@4.0.4(@types/debug@4.1.12)(@types/node@24.9.2)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))':
     dependencies:
       '@typescript-eslint/scope-manager': 8.46.2
       '@typescript-eslint/utils': 8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)
       eslint: 9.38.0(jiti@2.6.1)
     optionalDependencies:
       typescript: 5.9.3
-      vitest: 4.0.4(@types/debug@4.1.12)(@types/node@24.9.1)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vitest: 4.0.4(@types/debug@4.1.12)(@types/node@24.9.2)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
     transitivePeerDependencies:
       - supports-color
 
@@ -13735,29 +13895,29 @@ snapshots:
       chai: 6.2.0
       tinyrainbow: 3.0.3
 
-  '@vitest/mocker@3.2.4(vite@7.1.12(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))':
+  '@vitest/mocker@3.2.4(vite@7.1.12(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))':
     dependencies:
       '@vitest/spy': 3.2.4
       estree-walker: 3.0.3
       magic-string: 0.30.21
     optionalDependencies:
-      vite: 7.1.12(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vite: 7.1.12(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
 
-  '@vitest/mocker@3.2.4(vite@7.1.12(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))':
+  '@vitest/mocker@3.2.4(vite@7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))':
     dependencies:
       '@vitest/spy': 3.2.4
       estree-walker: 3.0.3
       magic-string: 0.30.21
     optionalDependencies:
-      vite: 7.1.12(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vite: 7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
 
-  '@vitest/mocker@4.0.4(vite@7.1.12(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))':
+  '@vitest/mocker@4.0.4(vite@7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))':
     dependencies:
       '@vitest/spy': 4.0.4
       estree-walker: 3.0.3
       magic-string: 0.30.21
     optionalDependencies:
-      vite: 7.1.12(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vite: 7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
 
   '@vitest/pretty-format@3.2.4':
     dependencies:
@@ -13816,7 +13976,7 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  '@voltagent/cli@0.1.14(@ai-sdk/provider-utils@3.0.13(zod@3.24.2))(@types/node@22.18.12)(@voltagent/logger@1.0.4(@opentelemetry/api@1.9.0))(@voltagent/scorers@1.0.0(@voltagent/core@1.1.37(@ai-sdk/provider-utils@3.0.13(zod@3.24.2))(@voltagent/logger@1.0.4(@opentelemetry/api@1.9.0))(ai@5.0.81(zod@3.24.2))(zod@3.24.2))(ai@5.0.81(zod@3.24.2))(ws@8.18.3)(zod@3.24.2))(ai@5.0.81(zod@3.24.2))(zod@3.24.2)':
+  '@voltagent/cli@0.1.14(@ai-sdk/provider-utils@3.0.13(zod@3.24.2))(@types/node@22.18.13)(@voltagent/logger@1.0.4(@opentelemetry/api@1.9.0))(@voltagent/scorers@1.0.0(@voltagent/core@1.1.37(@ai-sdk/provider-utils@3.0.13(zod@3.24.2))(@voltagent/logger@1.0.4(@opentelemetry/api@1.9.0))(ai@5.0.81(zod@3.24.2))(zod@3.24.2))(ai@5.0.81(zod@3.24.2))(ws@8.18.3)(zod@3.24.2))(ai@5.0.81(zod@3.24.2))(zod@3.24.2)':
     dependencies:
       '@voltagent/evals': 1.0.3(@voltagent/scorers@1.0.0(@voltagent/core@1.1.37(@ai-sdk/provider-utils@3.0.13(zod@3.24.2))(@voltagent/logger@1.0.4(@opentelemetry/api@1.9.0))(ai@5.0.81(zod@3.24.2))(zod@3.24.2))(ai@5.0.81(zod@3.24.2))(ws@8.18.3)(zod@3.24.2))(@voltagent/sdk@1.0.1(@ai-sdk/provider-utils@3.0.13(zod@3.24.2))(@voltagent/logger@1.0.4(@opentelemetry/api@1.9.0))(ai@5.0.81(zod@3.24.2))(zod@3.24.2))
       '@voltagent/internal': 0.0.12
@@ -13829,7 +13989,7 @@ snapshots:
       esbuild: 0.25.11
       figlet: 1.9.3
       fs-extra: 11.3.2
-      inquirer: 8.2.7(@types/node@22.18.12)
+      inquirer: 8.2.7(@types/node@22.18.13)
       npm-check-updates: 17.1.18
       ora: 5.4.1
       posthog-node: 4.18.0
@@ -14599,6 +14759,8 @@ snapshots:
 
   commander@14.0.2: {}
 
+  comment-parser@1.4.1: {}
+
   commondir@1.0.1: {}
 
   compute-cosine-similarity@1.1.0:
@@ -15052,7 +15214,7 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
-  eslint-import-resolver-typescript@3.10.1(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1)):
+  eslint-import-resolver-typescript@3.10.1(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1)):
     dependencies:
       '@nolyfill/is-core-module': 1.0.39
       debug: 4.4.3
@@ -15064,10 +15226,11 @@ snapshots:
       unrs-resolver: 1.11.1
     optionalDependencies:
       eslint-plugin-import: 2.32.0(eslint-import-resolver-typescript@3.10.1)(eslint@9.38.0(jiti@2.6.1))
+      eslint-plugin-import-x: 4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1))
     transitivePeerDependencies:
       - supports-color
 
-  eslint-import-resolver-typescript@4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1)):
+  eslint-import-resolver-typescript@4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1)):
     dependencies:
       debug: 4.4.3
       eslint: 9.38.0(jiti@2.6.1)
@@ -15079,6 +15242,7 @@ snapshots:
       unrs-resolver: 1.11.1
     optionalDependencies:
       eslint-plugin-import: 2.32.0(@typescript-eslint/parser@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-typescript@4.4.4)(eslint@9.38.0(jiti@2.6.1))
+      eslint-plugin-import-x: 4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1))
     transitivePeerDependencies:
       - supports-color
 
@@ -15089,7 +15253,7 @@ snapshots:
       '@typescript-eslint/parser': 8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)
       eslint: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-node: 0.3.9
-      eslint-import-resolver-typescript: 4.4.4(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+      eslint-import-resolver-typescript: 4.4.4(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
     transitivePeerDependencies:
       - supports-color
 
@@ -15099,7 +15263,25 @@ snapshots:
     optionalDependencies:
       eslint: 9.38.0(jiti@2.6.1)
       eslint-import-resolver-node: 0.3.9
-      eslint-import-resolver-typescript: 3.10.1(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+      eslint-import-resolver-typescript: 3.10.1(eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)))(eslint-plugin-import@2.32.0)(eslint@9.38.0(jiti@2.6.1))
+    transitivePeerDependencies:
+      - supports-color
+
+  eslint-plugin-import-x@4.16.1(@typescript-eslint/utils@8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3))(eslint-import-resolver-node@0.3.9)(eslint@9.38.0(jiti@2.6.1)):
+    dependencies:
+      '@typescript-eslint/types': 8.46.2
+      comment-parser: 1.4.1
+      debug: 4.4.3
+      eslint: 9.38.0(jiti@2.6.1)
+      eslint-import-context: 0.1.9(unrs-resolver@1.11.1)
+      is-glob: 4.0.3
+      minimatch: 10.0.3
+      semver: 7.7.3
+      stable-hash-x: 0.2.0
+      unrs-resolver: 1.11.1
+    optionalDependencies:
+      '@typescript-eslint/utils': 8.46.2(eslint@9.38.0(jiti@2.6.1))(typescript@5.9.3)
+      eslint-import-resolver-node: 0.3.9
     transitivePeerDependencies:
       - supports-color
 
@@ -15845,7 +16027,7 @@ snapshots:
       isstream: 0.1.2
       jsonwebtoken: 9.0.2
       mime-types: 2.1.35
-      retry-axios: 2.6.0(axios@1.13.0(debug@4.4.3))
+      retry-axios: 2.6.0(axios@1.13.0)
       tough-cookie: 4.1.4
     transitivePeerDependencies:
       - supports-color
@@ -15904,9 +16086,9 @@ snapshots:
 
   inline-style-parser@0.2.6: {}
 
-  inquirer@8.2.7(@types/node@22.18.12):
+  inquirer@8.2.7(@types/node@22.18.13):
     dependencies:
-      '@inquirer/external-editor': 1.0.2(@types/node@22.18.12)
+      '@inquirer/external-editor': 1.0.2(@types/node@22.18.13)
       ansi-escapes: 4.3.2
       chalk: 4.1.2
       cli-cursor: 3.1.0
@@ -16332,6 +16514,41 @@ snapshots:
 
   known-css-properties@0.30.0: {}
 
+  langchain@1.0.1(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(zod-to-json-schema@3.24.6(zod@4.1.12)):
+    dependencies:
+      '@langchain/core': 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+      '@langchain/langgraph': 1.0.1(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12))(zod@4.1.12)
+      '@langchain/langgraph-checkpoint': 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))
+      uuid: 10.0.0
+      zod: 4.1.12
+    optionalDependencies:
+      langsmith: 0.3.75(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+    transitivePeerDependencies:
+      - '@opentelemetry/api'
+      - '@opentelemetry/exporter-trace-otlp-proto'
+      - '@opentelemetry/sdk-trace-base'
+      - openai
+      - react
+      - react-dom
+      - zod-to-json-schema
+
+  langchain@1.0.2(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12)):
+    dependencies:
+      '@langchain/core': 1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+      '@langchain/langgraph': 1.0.1(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12))(zod@4.1.12)
+      '@langchain/langgraph-checkpoint': 1.0.0(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))
+      langsmith: 0.3.75(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
+      uuid: 10.0.0
+      zod: 4.1.12
+    transitivePeerDependencies:
+      - '@opentelemetry/api'
+      - '@opentelemetry/exporter-trace-otlp-proto'
+      - '@opentelemetry/sdk-trace-base'
+      - openai
+      - react
+      - react-dom
+      - zod-to-json-schema
+
   langchain@1.0.2(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12)):
     dependencies:
       '@langchain/core': 1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))
@@ -16353,6 +16570,18 @@ snapshots:
     dependencies:
       mustache: 4.2.0
 
+  langfuse-langchain@3.38.6(langchain@1.0.1(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(zod-to-json-schema@3.24.6(zod@4.1.12))):
+    dependencies:
+      langchain: 1.0.1(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(zod-to-json-schema@3.24.6(zod@4.1.12))
+      langfuse: 3.38.6
+      langfuse-core: 3.38.6
+
+  langfuse-langchain@3.38.6(langchain@1.0.2(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12))):
+    dependencies:
+      langchain: 1.0.2(@langchain/core@1.0.0(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12))
+      langfuse: 3.38.6
+      langfuse-core: 3.38.6
+
   langfuse-langchain@3.38.6(langchain@1.0.2(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12))):
     dependencies:
       langchain: 1.0.2(@langchain/core@1.0.2(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12)))(@opentelemetry/api@1.9.0)(@opentelemetry/exporter-trace-otlp-proto@0.206.0(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.2.0(@opentelemetry/api@1.9.0))(openai@6.7.0(ws@8.18.3)(zod@4.1.12))(react@19.1.0)(zod-to-json-schema@3.24.6(zod@4.1.12))
@@ -17397,7 +17626,7 @@ snapshots:
     optionalDependencies:
       fsevents: 2.3.2
 
-  pnpm@10.19.0: {}
+  pnpm@10.20.0: {}
 
   possible-typed-array-names@1.1.0: {}
 
@@ -17490,7 +17719,7 @@ snapshots:
       '@protobufjs/pool': 1.1.0
       '@protobufjs/utf8': 1.1.0
       '@types/long': 4.0.2
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
       long: 4.0.0
 
   protobufjs@7.5.4:
@@ -17505,7 +17734,7 @@ snapshots:
       '@protobufjs/path': 1.1.2
       '@protobufjs/pool': 1.1.0
       '@protobufjs/utf8': 1.1.0
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
       long: 5.3.2
 
   proxy-addr@2.0.7:
@@ -17712,7 +17941,7 @@ snapshots:
       signal-exit: 4.1.0
     optional: true
 
-  retry-axios@2.6.0(axios@1.13.0(debug@4.4.3)):
+  retry-axios@2.6.0(axios@1.13.0):
     dependencies:
       axios: 1.13.0(debug@4.4.3)
 
@@ -18680,13 +18909,13 @@ snapshots:
       '@types/unist': 3.0.3
       vfile-message: 4.0.3
 
-  vite-node@3.2.4(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
+  vite-node@3.2.4(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
     dependencies:
       cac: 6.7.14
       debug: 4.4.3
       es-module-lexer: 1.7.0
       pathe: 2.0.3
-      vite: 7.1.12(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vite: 7.1.12(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
     transitivePeerDependencies:
       - '@types/node'
       - jiti
@@ -18701,13 +18930,13 @@ snapshots:
       - tsx
       - yaml
 
-  vite-node@3.2.4(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
+  vite-node@3.2.4(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
     dependencies:
       cac: 6.7.14
       debug: 4.4.3
       es-module-lexer: 1.7.0
       pathe: 2.0.3
-      vite: 7.1.12(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vite: 7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
     transitivePeerDependencies:
       - '@types/node'
       - jiti
@@ -18722,7 +18951,7 @@ snapshots:
       - tsx
       - yaml
 
-  vite-plugin-solid@2.11.10(@testing-library/jest-dom@6.9.1)(solid-js@1.9.10)(vite@6.4.1(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)):
+  vite-plugin-solid@2.11.10(@testing-library/jest-dom@6.9.1)(solid-js@1.9.10)(vite@6.4.1(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)):
     dependencies:
       '@babel/core': 7.28.5
       '@types/babel__core': 7.20.5
@@ -18730,47 +18959,47 @@ snapshots:
       merge-anything: 5.1.7
       solid-js: 1.9.10
       solid-refresh: 0.6.3(solid-js@1.9.10)
-      vite: 6.4.1(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
-      vitefu: 1.1.1(vite@6.4.1(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+      vite: 6.4.1(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vitefu: 1.1.1(vite@6.4.1(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
     optionalDependencies:
       '@testing-library/jest-dom': 6.9.1
     transitivePeerDependencies:
       - supports-color
 
-  vite-tsconfig-paths@5.1.4(typescript@5.9.3)(vite@6.4.1(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)):
+  vite-tsconfig-paths@5.1.4(typescript@5.9.3)(vite@6.4.1(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)):
     dependencies:
       debug: 4.4.3
       globrex: 0.1.2
       tsconfck: 3.1.6(typescript@5.9.3)
     optionalDependencies:
-      vite: 6.4.1(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vite: 6.4.1(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
     transitivePeerDependencies:
       - supports-color
       - typescript
 
-  vite-tsconfig-paths@5.1.4(typescript@5.9.3)(vite@7.1.12(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)):
+  vite-tsconfig-paths@5.1.4(typescript@5.9.3)(vite@7.1.12(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)):
     dependencies:
       debug: 4.4.3
       globrex: 0.1.2
       tsconfck: 3.1.6(typescript@5.9.3)
     optionalDependencies:
-      vite: 7.1.12(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vite: 7.1.12(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
     transitivePeerDependencies:
       - supports-color
       - typescript
 
-  vite-tsconfig-paths@5.1.4(typescript@5.9.3)(vite@7.1.12(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)):
+  vite-tsconfig-paths@5.1.4(typescript@5.9.3)(vite@7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)):
     dependencies:
       debug: 4.4.3
       globrex: 0.1.2
       tsconfck: 3.1.6(typescript@5.9.3)
     optionalDependencies:
-      vite: 7.1.12(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vite: 7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
     transitivePeerDependencies:
       - supports-color
       - typescript
 
-  vite@6.4.1(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
+  vite@6.4.1(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
     dependencies:
       esbuild: 0.25.11
       fdir: 6.5.0(picomatch@4.0.3)
@@ -18779,14 +19008,14 @@ snapshots:
       rollup: 4.52.5
       tinyglobby: 0.2.15
     optionalDependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
       fsevents: 2.3.3
       jiti: 2.6.1
       lightningcss: 1.30.1
       tsx: 4.20.6
       yaml: 2.8.1
 
-  vite@6.4.1(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
+  vite@6.4.1(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
     dependencies:
       esbuild: 0.25.11
       fdir: 6.5.0(picomatch@4.0.3)
@@ -18795,14 +19024,14 @@ snapshots:
       rollup: 4.52.5
       tinyglobby: 0.2.15
     optionalDependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
       fsevents: 2.3.3
       jiti: 2.6.1
       lightningcss: 1.30.1
       tsx: 4.20.6
       yaml: 2.8.1
 
-  vite@7.1.12(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
+  vite@7.1.12(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
     dependencies:
       esbuild: 0.25.11
       fdir: 6.5.0(picomatch@4.0.3)
@@ -18811,14 +19040,14 @@ snapshots:
       rollup: 4.52.5
       tinyglobby: 0.2.15
     optionalDependencies:
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
       fsevents: 2.3.3
       jiti: 2.6.1
       lightningcss: 1.30.1
       tsx: 4.20.6
       yaml: 2.8.1
 
-  vite@7.1.12(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
+  vite@7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
     dependencies:
       esbuild: 0.25.11
       fdir: 6.5.0(picomatch@4.0.3)
@@ -18827,22 +19056,22 @@ snapshots:
       rollup: 4.52.5
       tinyglobby: 0.2.15
     optionalDependencies:
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
       fsevents: 2.3.3
       jiti: 2.6.1
       lightningcss: 1.30.1
       tsx: 4.20.6
       yaml: 2.8.1
 
-  vitefu@1.1.1(vite@6.4.1(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)):
+  vitefu@1.1.1(vite@6.4.1(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)):
     optionalDependencies:
-      vite: 6.4.1(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vite: 6.4.1(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
 
-  vitest@3.2.4(@types/debug@4.1.12)(@types/node@22.18.12)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
+  vitest@3.2.4(@types/debug@4.1.12)(@types/node@22.18.13)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
     dependencies:
       '@types/chai': 5.2.3
       '@vitest/expect': 3.2.4
-      '@vitest/mocker': 3.2.4(vite@7.1.12(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+      '@vitest/mocker': 3.2.4(vite@7.1.12(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
       '@vitest/pretty-format': 3.2.4
       '@vitest/runner': 3.2.4
       '@vitest/snapshot': 3.2.4
@@ -18860,12 +19089,12 @@ snapshots:
       tinyglobby: 0.2.15
       tinypool: 1.1.1
       tinyrainbow: 2.0.0
-      vite: 7.1.12(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
-      vite-node: 3.2.4(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vite: 7.1.12(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vite-node: 3.2.4(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
       why-is-node-running: 2.3.0
     optionalDependencies:
       '@types/debug': 4.1.12
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
       jsdom: 27.0.1(postcss@8.5.6)
     transitivePeerDependencies:
       - jiti
@@ -18881,11 +19110,11 @@ snapshots:
       - tsx
       - yaml
 
-  vitest@3.2.4(@types/debug@4.1.12)(@types/node@24.9.1)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
+  vitest@3.2.4(@types/debug@4.1.12)(@types/node@24.9.2)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
     dependencies:
       '@types/chai': 5.2.3
       '@vitest/expect': 3.2.4
-      '@vitest/mocker': 3.2.4(vite@7.1.12(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+      '@vitest/mocker': 3.2.4(vite@7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
       '@vitest/pretty-format': 3.2.4
       '@vitest/runner': 3.2.4
       '@vitest/snapshot': 3.2.4
@@ -18903,12 +19132,12 @@ snapshots:
       tinyglobby: 0.2.15
       tinypool: 1.1.1
       tinyrainbow: 2.0.0
-      vite: 7.1.12(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
-      vite-node: 3.2.4(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vite: 7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vite-node: 3.2.4(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
       why-is-node-running: 2.3.0
     optionalDependencies:
       '@types/debug': 4.1.12
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
       jsdom: 27.0.1(postcss@8.5.6)
     transitivePeerDependencies:
       - jiti
@@ -18924,10 +19153,10 @@ snapshots:
       - tsx
       - yaml
 
-  vitest@4.0.4(@types/debug@4.1.12)(@types/node@22.18.12)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
+  vitest@4.0.4(@types/debug@4.1.12)(@types/node@22.18.13)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
     dependencies:
       '@vitest/expect': 4.0.4
-      '@vitest/mocker': 4.0.4(vite@7.1.12(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+      '@vitest/mocker': 4.0.4(vite@7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
       '@vitest/pretty-format': 4.0.4
       '@vitest/runner': 4.0.4
       '@vitest/snapshot': 4.0.4
@@ -18944,11 +19173,11 @@ snapshots:
       tinyexec: 0.3.2
       tinyglobby: 0.2.15
       tinyrainbow: 3.0.3
-      vite: 7.1.12(@types/node@22.18.12)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vite: 7.1.12(@types/node@22.18.13)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
       why-is-node-running: 2.3.0
     optionalDependencies:
       '@types/debug': 4.1.12
-      '@types/node': 22.18.12
+      '@types/node': 22.18.13
       jsdom: 27.0.1(postcss@8.5.6)
     transitivePeerDependencies:
       - jiti
@@ -18964,10 +19193,10 @@ snapshots:
       - tsx
       - yaml
 
-  vitest@4.0.4(@types/debug@4.1.12)(@types/node@24.9.1)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
+  vitest@4.0.4(@types/debug@4.1.12)(@types/node@24.9.2)(jiti@2.6.1)(jsdom@27.0.1(postcss@8.5.6))(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1):
     dependencies:
       '@vitest/expect': 4.0.4
-      '@vitest/mocker': 4.0.4(vite@7.1.12(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
+      '@vitest/mocker': 4.0.4(vite@7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1))
       '@vitest/pretty-format': 4.0.4
       '@vitest/runner': 4.0.4
       '@vitest/snapshot': 4.0.4
@@ -18984,11 +19213,11 @@ snapshots:
       tinyexec: 0.3.2
       tinyglobby: 0.2.15
       tinyrainbow: 3.0.3
-      vite: 7.1.12(@types/node@24.9.1)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
+      vite: 7.1.12(@types/node@24.9.2)(jiti@2.6.1)(lightningcss@1.30.1)(tsx@4.20.6)(yaml@2.8.1)
       why-is-node-running: 2.3.0
     optionalDependencies:
       '@types/debug': 4.1.12
-      '@types/node': 24.9.1
+      '@types/node': 24.9.2
       jsdom: 27.0.1(postcss@8.5.6)
     transitivePeerDependencies:
       - jiti
diff --git a/rag/app/package.json b/rag/app/package.json
index 1204afbb..5322a905 100644
--- a/rag/app/package.json
+++ b/rag/app/package.json
@@ -24,7 +24,7 @@
     "@solidjs/testing-library": "^0.8.10",
     "@stylistic/eslint-plugin": "^5.5.0",
     "@types/crypto-js": "^4.2.2",
-    "@types/node": "^22.18.12",
+    "@types/node": "^22.18.13",
     "crypto-js": "^4.2.0",
     "eslint": "^9.38.0",
     "eslint-import-resolver-typescript": "^4.4.4",
diff --git a/rag/batch/package.json b/rag/batch/package.json
index 11b7e4ee..84688e65 100644
--- a/rag/batch/package.json
+++ b/rag/batch/package.json
@@ -35,7 +35,7 @@
     "@eslint/js": "^9.38.0",
     "@stylistic/eslint-plugin": "^5.5.0",
     "@types/html-to-text": "^9.0.4",
-    "@types/node": "^24.9.1",
+    "@types/node": "^24.9.2",
     "eslint": "^9.38.0",
     "eslint-import-resolver-typescript": "^4.4.4",
     "eslint-plugin-import": "^2.32.0",
diff --git a/rag/cdk/bin/cdk.ts b/rag/cdk/bin/cdk.ts
index cd3e1d26..52d242b1 100644
--- a/rag/cdk/bin/cdk.ts
+++ b/rag/cdk/bin/cdk.ts
@@ -4,7 +4,7 @@ import * as cdk from 'aws-cdk-lib';
 import {
   CloudfrontCdnTemplateStack,
   Config,
-} from '../lib/cdk-stack';
+} from '../lib/cdk-stack.js';
 
 const app = new cdk.App();
 
diff --git a/rag/cdk/eslint.config.ts b/rag/cdk/eslint.config.ts
index a0607cb7..5f297d7e 100644
--- a/rag/cdk/eslint.config.ts
+++ b/rag/cdk/eslint.config.ts
@@ -46,7 +46,6 @@ export default defineConfig(
     },
     plugins: {
       '@stylistic': stylistic,
-      '@stylistic/ts': stylistic,
     },
     extends: [eslintImport.flatConfigs.recommended, eslintImport.flatConfigs.typescript],
     rules: {
diff --git a/rag/cdk/lambda/graph.ts b/rag/cdk/lambda/graph.ts
deleted file mode 100644
index 4dda8eae..00000000
--- a/rag/cdk/lambda/graph.ts
+++ /dev/null
@@ -1,109 +0,0 @@
-import { createRetrievalChain } from '@langchain/classic/chains/retrieval';
-import { createStuffDocumentsChain } from '@langchain/classic/chains/combine_documents';
-import { createHistoryAwareRetriever } from '@langchain/classic/chains/history_aware_retriever';
-import { ChatPromptTemplate, MessagesPlaceholder } from '@langchain/core/prompts';
-import {
-  StateGraph,
-  START,
-  END,
-  MemorySaver,
-  messagesStateReducer,
-  Annotation,
-} from '@langchain/langgraph';
-import { selectEmbeddings } from './embeddings-models.js';
-import { createVectorStore } from './vector-store.js';
-import { AIMessage, BaseMessage, HumanMessage } from '@langchain/core/messages';
-
-import { selectLlm, logger } from '@llm-ts-example/common-backend';
-
-// Define the State interface
-const GraphAnnotation = Annotation.Root({
-  input: Annotation<string>(),
-  chat_history: Annotation<BaseMessage[]>({
-    reducer: messagesStateReducer,
-    default: () => [],
-  }),
-  context: Annotation<string>(),
-  answer: Annotation<string>(),
-});
-
-export async function createGraph({
-  embeddingType,
-  modelType,
-}: {
-  embeddingType?: string
-  modelType?: string,
-}) {
-  const { indexName, model: embeddings } = selectEmbeddings({
-    type: embeddingType ?? 'titan', dataSource: process.env.PINECONE_INDEX ?? '',
-  });
-
-  const vectorStore = await createVectorStore({ embeddings, indexName });
-
-  logger.info('modelType', { modelType });
-  const { platform, model, modelName } = selectLlm(modelType);
-
-  const systemPrompt = `You are an assistant for question-answering tasks.
-Use the following pieces of retrieved context to answer the question.
-If you don't know the answer, say that you don't know.
-Use three sentences maximum and keep the answer concise.
-
-{context}`;
-  const qaPrompt = ChatPromptTemplate.fromMessages([
-    ['system', systemPrompt],
-    new MessagesPlaceholder('chat_history'),
-    ['user', '{input}'],
-  ]);
-
-  const documentChain = await createStuffDocumentsChain({
-    llm: model,
-    prompt: qaPrompt,
-  });
-
-  const historyAwarePrompt = ChatPromptTemplate.fromMessages([
-    new MessagesPlaceholder('chat_history'),
-    ['user', '{input}'],
-    [
-      'user',
-      'Given a chat history and the latest user question which might reference context in the chat history, formulate a standalone question which can be understood without the chat history. Do NOT answer the question, just reformulate it if needed and otherwise return it as is.',
-    ],
-  ]);
-
-  const historyAwareRetrieverChain = await createHistoryAwareRetriever({
-    llm: model,
-    retriever: vectorStore.asRetriever(),
-    rephrasePrompt: historyAwarePrompt,
-  });
-
-  const retrievalChain = await createRetrievalChain({
-    combineDocsChain: documentChain,
-    retriever: vectorStore.asRetriever(),
-  });
-
-  // Define the call_model function
-  async function callModel(state: typeof GraphAnnotation.State) {
-    const response = await retrievalChain.invoke(state);
-    return {
-      chat_history: [
-        new HumanMessage(state.input),
-        new AIMessage(response.answer),
-      ],
-      context: response.context,
-      answer: response.answer,
-    };
-  }
-
-  // Create the workflow
-  const workflow = new StateGraph(GraphAnnotation)
-    .addNode('model', callModel)
-    .addEdge(START, 'model')
-    .addEdge('model', END);
-
-  // Compile the graph with a checkpointer object
-  const memory = new MemorySaver();
-  return {
-    platform,
-    modelName,
-    graph: workflow.compile({ checkpointer: memory }),
-  };
-}
diff --git a/rag/cdk/lambda/handler.ts b/rag/cdk/lambda/handler.ts
index f6d11a38..73217842 100644
--- a/rag/cdk/lambda/handler.ts
+++ b/rag/cdk/lambda/handler.ts
@@ -2,15 +2,17 @@ import { CallbackHandler } from 'langfuse-langchain';
 import { APIGatewayProxyEvent, APIGatewayProxyEventV2 } from 'aws-lambda';
 import { v7 as uuidv7 } from 'uuid';
 
-import { createGraph } from './graph.js';
-
-import { logger } from '@llm-ts-example/common-backend';
+import { logger, selectLlm } from '@llm-ts-example/common-backend';
+import { selectEmbeddings } from './embeddings-models.js';
+import { createTool } from './tool.js';
+import { createVectorStore } from './vector-store.js';
+import { createAgent } from 'langchain';
 
 export async function handle(
   event: APIGatewayProxyEvent | APIGatewayProxyEventV2,
   output: NodeJS.WritableStream,
 ) {
-  logger.info('event', {event});
+  logger.info('event', { event });
   const { question, model, embeddingType, sessionId } = event.body ? JSON.parse(event.body) : { question: undefined, model: undefined, sessionId: uuidv7() };
 
   const modelType = model || 'gpt-5-nano';
@@ -21,10 +23,17 @@ export async function handle(
   };
 
   try {
-    const { platform, modelName, graph: app } = await createGraph({
-      embeddingType,
-      modelType,
+    const { indexName, model: embeddings } = selectEmbeddings({
+      type: embeddingType ?? 'titan', dataSource: process.env.PINECONE_INDEX ?? '',
     });
+    const vectorStore = await createVectorStore({ embeddings, indexName });
+    const tool = createTool(vectorStore);
+    const systemPrompt =
+      'あなたは文書からコンテキストを取得する専門家です。ツールを使用してユーザーの質問に答える手助けをしてください。必ずユーザーの質問と同じ言語で答えてください。';
+
+    const { platform, model, modelName } = selectLlm(modelType);
+
+    const agent = createAgent({ model, tools: [tool], systemPrompt });
 
     // Initialize Langfuse callback handler
     const langfuseHandler = langfuse.publicKey && langfuse.secretKey ? new CallbackHandler({
@@ -38,15 +47,15 @@ export async function handle(
 
     const threadId = uuidv7();
 
-    const stream = await app.streamEvents(
-      {input: question},
+    const stream = await agent.streamEvents(
+      { messages: [{ role: 'user', content: question }] },
       {
         version: 'v2',
         configurable: {
           sessionId,
           thread_id: threadId,
+          callbacks: langfuseHandler ? [langfuseHandler] : [],
         },
-        callbacks: langfuseHandler ? [langfuseHandler] : [],
       },
     );
     for await (const sEvent of stream) {
diff --git a/rag/cdk/lambda/index.ts b/rag/cdk/lambda/index.ts
index a229f098..197751dc 100644
--- a/rag/cdk/lambda/index.ts
+++ b/rag/cdk/lambda/index.ts
@@ -1,8 +1,8 @@
 'use strict';
 
 import { APIGatewayProxyEvent, APIGatewayProxyEventV2 } from 'aws-lambda';
-import { handle } from './handler.js';
 import { logger } from '@llm-ts-example/common-backend';
+import { handle } from './handler.js';
 
 export const handler = awslambda.streamifyResponse(
   async (
diff --git a/rag/cdk/lambda/tool.ts b/rag/cdk/lambda/tool.ts
new file mode 100644
index 00000000..574ad8aa
--- /dev/null
+++ b/rag/cdk/lambda/tool.ts
@@ -0,0 +1,33 @@
+import * as z from 'zod';
+import { tool, StructuredTool } from '@langchain/core/tools';
+import { PineconeStore } from '@langchain/pinecone';
+
+const retrieveSchema = z.object({ query: z.string() });
+
+const retrieveTool = (vectorStore: PineconeStore) => {
+  return async ({ query }: { query: string }) => {
+    const retrievedDocs = await vectorStore.similaritySearch(query, 2);
+    const serialized = retrievedDocs
+      .map(
+        (doc) => `Source: ${doc.metadata.source}\nContent: ${doc.pageContent}`,
+      )
+      .join('\n');
+    return [serialized, retrievedDocs];
+  };
+};
+
+
+export const createTool = (vectorStore: PineconeStore): StructuredTool => {
+  const retrieve = tool<z.ZodObject<{
+    query: z.ZodString;
+  }, z.core.$strip>>(
+    retrieveTool(vectorStore),
+    {
+      name: 'retrieve',
+      description: 'Retrieve information related to a query.',
+      schema: retrieveSchema,
+      responseFormat: 'content_and_artifact',
+    },
+  );
+  return retrieve;
+};
diff --git a/rag/cdk/lambda/vector-store.ts b/rag/cdk/lambda/vector-store.ts
index a0946f2d..eeeedd00 100644
--- a/rag/cdk/lambda/vector-store.ts
+++ b/rag/cdk/lambda/vector-store.ts
@@ -2,7 +2,7 @@ import { Embeddings } from '@langchain/core/embeddings';
 import { Pinecone as PineconeClient } from '@pinecone-database/pinecone';
 import { PineconeStore } from '@langchain/pinecone';
 
-async function createVectorStore({embeddings, indexName}: {embeddings: Embeddings, indexName: string}) {
+async function createVectorStore({embeddings, indexName}: {embeddings: Embeddings, indexName: string}): Promise<PineconeStore> {
   const pinecone = new PineconeClient();
   const pineconeIndex = pinecone.Index(indexName);
   return await PineconeStore.fromExistingIndex(embeddings, {
diff --git a/rag/cdk/langgraph.json b/rag/cdk/langgraph.json
deleted file mode 100644
index a89a9df7..00000000
--- a/rag/cdk/langgraph.json
+++ /dev/null
@@ -1,9 +0,0 @@
-{
-  "node_version": "22",
-  "dockerfile_lines": [],
-  "dependencies": ["."],
-  "graphs": {
-    "agent": "./lambda/handler.ts:graph"
-  },
-  "env": ".env.test"
-}
diff --git a/rag/cdk/lib/cdk-stack.ts b/rag/cdk/lib/cdk-stack.ts
index 6e3f6f78..dea8b004 100644
--- a/rag/cdk/lib/cdk-stack.ts
+++ b/rag/cdk/lib/cdk-stack.ts
@@ -8,8 +8,8 @@ import * as nodejs from 'aws-cdk-lib/aws-lambda-nodejs';
 import * as awslogs from 'aws-cdk-lib/aws-logs';
 import * as iam from 'aws-cdk-lib/aws-iam';
 import * as deployment from 'aws-cdk-lib/aws-s3-deployment';
-import { buildCommon, buildFrontend } from './process/setup';
 import assert from 'node:assert';
+import { buildCommon, buildFrontend } from './process/setup.js';
 
 export interface Config extends cdk.StackProps {
   bucketName: string;
diff --git a/rag/cdk/package.json b/rag/cdk/package.json
index e30c5a89..55c64b24 100644
--- a/rag/cdk/package.json
+++ b/rag/cdk/package.json
@@ -16,8 +16,8 @@
     "@eslint/compat": "^1.4.0",
     "@eslint/js": "^9.38.0",
     "@stylistic/eslint-plugin": "^5.5.0",
-    "@types/aws-lambda": "^8.10.156",
-    "@types/node": "^22.18.12",
+    "@types/aws-lambda": "^8.10.157",
+    "@types/node": "^22.18.13",
     "@types/uuid": "^10.0.0",
     "@vitest/eslint-plugin": "^1.3.26",
     "aws-cdk": "^2.1031.0",
@@ -39,9 +39,7 @@
     "@aws-lambda-powertools/logger": "^2.28.1",
     "@aws-sdk/credential-provider-node": "^3.918.0",
     "@langchain/aws": "^1.0.0",
-    "@langchain/classic": "^1.0.1",
-    "@langchain/core": "^1.0.2",
-    "@langchain/langgraph": "^1.0.1",
+    "@langchain/core": "1.0.0",
     "@langchain/openai": "^1.0.0",
     "@langchain/pinecone": "^1.0.0",
     "@llm-ts-example/common-backend": "workspace:*",
@@ -49,10 +47,11 @@
     "@smithy/eventstream-codec": "^4.2.3",
     "aws-cdk-lib": "^2.221.0",
     "constructs": "^10.4.2",
-    "langchain": "^1.0.2",
+    "langchain": "1.0.1",
     "langfuse": "^3.38.6",
     "langfuse-langchain": "^3.38.6",
     "source-map-support": "^0.5.21",
-    "uuid": "^13.0.0"
+    "uuid": "^13.0.0",
+    "zod": "^4.1.12"
   }
 }
diff --git a/rag/cdk/test/index.test.ts b/rag/cdk/test/index.test.ts
index bfcde263..fa632c2c 100644
--- a/rag/cdk/test/index.test.ts
+++ b/rag/cdk/test/index.test.ts
@@ -1,8 +1,8 @@
 import { it } from 'vitest';
-import { handle } from '../lambda/handler';
 import { stdout } from 'node:process';
 import { PassThrough } from 'node:stream';
 import { APIGatewayProxyEvent } from 'aws-lambda';
+import { handle } from '../lambda/handler.js';
 
 function sleep(time: number) {
   return new Promise<void>((resolve) => {
@@ -17,7 +17,7 @@ it('test', { retry: 0 }, async () => {
   const sessionId = process.env.FIXED_SESSION_ID && process.env.FIXED_SESSION_ID.length > 0 ? process.env.FIXED_SESSION_ID : new Date().getTime().toString()
   const model = process.env.USE_MODEL;
   const output = process.env.DISABLE_STDOUT === 'true' ? new PassThrough() : stdout;
-  const question = process.env.QUESTION && process.env.QUESTION.length > 0 ? process.env.QUESTION : '何のドキュメント？';
+  const question = process.env.QUESTION && process.env.QUESTION.length > 0 ? process.env.QUESTION : '何のドキュメントですか？';
 
   await handle({
     body: JSON.stringify({ sessionId: `local-${sessionId}`, question, model }),
diff --git a/rag/cdk/tsconfig.json b/rag/cdk/tsconfig.json
index 7116d204..ea98abcd 100644
--- a/rag/cdk/tsconfig.json
+++ b/rag/cdk/tsconfig.json
@@ -5,12 +5,12 @@
   },
   "compilerOptions": {
     "target": "esnext",
-    "module": "esnext",
+    "module": "nodenext",
     "lib": [
       "esnext",
       "dom"
     ],
-    "moduleResolution": "bundler",
+    "moduleResolution": "nodenext",
     "moduleDetection": "force",
     "resolveJsonModule": true,
     "allowJs": true,