diff --git a/mcp_client/package-lock.json b/mcp_client/package-lock.json
index 852206b..7e10431 100644
--- a/mcp_client/package-lock.json
+++ b/mcp_client/package-lock.json
@@ -12,7 +12,7 @@
 				"@aws-sdk/client-cognito-identity-provider": "^3.705.0",
 				"@aws-sdk/credential-providers": "^3.705.0",
 				"@modelcontextprotocol/sdk": "1.18.0",
-				"ai": "^4.3.16",
+				"ai": "^5.0.52",
 				"amazon-cognito-identity-js": "^6.3.12",
 				"cors": "^2.8.5",
 				"downshift": "^9.0.10",
@@ -72,6 +72,51 @@
 				"zod": "^3.0.0"
 			}
 		},
+		"node_modules/@ai-sdk/gateway": {
+			"version": "1.0.29",
+			"resolved": "https://registry.npmjs.org/@ai-sdk/gateway/-/gateway-1.0.29.tgz",
+			"integrity": "sha512-o9LtmBiG2WAgs3GAmL79F8idan/UupxHG8Tyr2gP4aUSOzflM0bsvfzozBp8x6WatQnOx+Pio7YNw45Y6I16iw==",
+			"license": "Apache-2.0",
+			"dependencies": {
+				"@ai-sdk/provider": "2.0.0",
+				"@ai-sdk/provider-utils": "3.0.9"
+			},
+			"engines": {
+				"node": ">=18"
+			},
+			"peerDependencies": {
+				"zod": "^3.25.76 || ^4"
+			}
+		},
+		"node_modules/@ai-sdk/gateway/node_modules/@ai-sdk/provider": {
+			"version": "2.0.0",
+			"resolved": "https://registry.npmjs.org/@ai-sdk/provider/-/provider-2.0.0.tgz",
+			"integrity": "sha512-6o7Y2SeO9vFKB8lArHXehNuusnpddKPk7xqL7T2/b+OvXMRIXUO1rR4wcv1hAFUAT9avGZshty3Wlua/XA7TvA==",
+			"license": "Apache-2.0",
+			"dependencies": {
+				"json-schema": "^0.4.0"
+			},
+			"engines": {
+				"node": ">=18"
+			}
+		},
+		"node_modules/@ai-sdk/gateway/node_modules/@ai-sdk/provider-utils": {
+			"version": "3.0.9",
+			"resolved": "https://registry.npmjs.org/@ai-sdk/provider-utils/-/provider-utils-3.0.9.tgz",
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+			"license": "Apache-2.0",
+			"dependencies": {
+				"@ai-sdk/provider": "2.0.0",
+				"@standard-schema/spec": "^1.0.0",
+				"eventsource-parser": "^3.0.5"
+			},
+			"engines": {
+				"node": ">=18"
+			},
+			"peerDependencies": {
+				"zod": "^3.25.76 || ^4"
+			}
+		},
 		"node_modules/@ai-sdk/provider": {
 			"version": "1.0.7",
 			"resolved": "https://registry.npmjs.org/@ai-sdk/provider/-/provider-1.0.7.tgz",
@@ -111,6 +156,7 @@
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+			"dev": true,
 			"license": "Apache-2.0",
 			"dependencies": {
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@@ -135,6 +181,7 @@
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+			"dev": true,
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 			"dependencies": {
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@@ -147,6 +194,7 @@
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@@ -164,6 +212,7 @@
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 			"license": "Apache-2.0",
 			"dependencies": {
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@@ -181,6 +230,7 @@
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+			"dev": true,
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@@ -193,6 +243,7 @@
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+			"dev": true,
 			"license": "Apache-2.0",
 			"dependencies": {
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@@ -3364,6 +3415,12 @@
 				"node": ">=18.0.0"
 			}
 		},
+		"node_modules/@standard-schema/spec": {
+			"version": "1.0.0",
+			"resolved": "https://registry.npmjs.org/@standard-schema/spec/-/spec-1.0.0.tgz",
+			"integrity": "sha512-m2bOd0f2RT9k8QJx1JN85cZYyH1RqFBdlwtkSlf4tBDYLCiiZnv1fIIwacK6cqwXavOydf0NPToMQgpKq+dVlA==",
+			"license": "MIT"
+		},
 		"node_modules/@tailwindcss/node": {
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 			"resolved": "https://registry.npmjs.org/@tailwindcss/node/-/node-4.1.14.tgz",
@@ -3592,6 +3649,66 @@
 				"node": ">=14.0.0"
 			}
 		},
+		"node_modules/@tailwindcss/oxide-wasm32-wasi/node_modules/@emnapi/core": {
+			"version": "1.5.0",
+			"dev": true,
+			"inBundle": true,
+			"license": "MIT",
+			"optional": true,
+			"dependencies": {
+				"@emnapi/wasi-threads": "1.1.0",
+				"tslib": "^2.4.0"
+			}
+		},
+		"node_modules/@tailwindcss/oxide-wasm32-wasi/node_modules/@emnapi/runtime": {
+			"version": "1.5.0",
+			"dev": true,
+			"inBundle": true,
+			"license": "MIT",
+			"optional": true,
+			"dependencies": {
+				"tslib": "^2.4.0"
+			}
+		},
+		"node_modules/@tailwindcss/oxide-wasm32-wasi/node_modules/@emnapi/wasi-threads": {
+			"version": "1.1.0",
+			"dev": true,
+			"inBundle": true,
+			"license": "MIT",
+			"optional": true,
+			"dependencies": {
+				"tslib": "^2.4.0"
+			}
+		},
+		"node_modules/@tailwindcss/oxide-wasm32-wasi/node_modules/@napi-rs/wasm-runtime": {
+			"version": "1.0.5",
+			"dev": true,
+			"inBundle": true,
+			"license": "MIT",
+			"optional": true,
+			"dependencies": {
+				"@emnapi/core": "^1.5.0",
+				"@emnapi/runtime": "^1.5.0",
+				"@tybys/wasm-util": "^0.10.1"
+			}
+		},
+		"node_modules/@tailwindcss/oxide-wasm32-wasi/node_modules/@tybys/wasm-util": {
+			"version": "0.10.1",
+			"dev": true,
+			"inBundle": true,
+			"license": "MIT",
+			"optional": true,
+			"dependencies": {
+				"tslib": "^2.4.0"
+			}
+		},
+		"node_modules/@tailwindcss/oxide-wasm32-wasi/node_modules/tslib": {
+			"version": "2.8.1",
+			"dev": true,
+			"inBundle": true,
+			"license": "0BSD",
+			"optional": true
+		},
 		"node_modules/@tailwindcss/oxide-win32-arm64-msvc": {
 			"version": "4.1.14",
 			"resolved": "https://registry.npmjs.org/@tailwindcss/oxide-win32-arm64-msvc/-/oxide-win32-arm64-msvc-4.1.14.tgz",
@@ -3726,12 +3843,6 @@
 				"@types/ms": "*"
 			}
 		},
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@@ -3964,35 +4075,27 @@
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+			"version": "5.0.52",
+			"resolved": "https://registry.npmjs.org/ai/-/ai-5.0.52.tgz",
+			"integrity": "sha512-GLlRHjMlvN9+w7UYGxCpUQ8GgCRv5Z+JCprRH3Q8YbXJ/JyIc6EP9+YRUmQsyExX/qQsuehe7y/LLygarbSTOw==",
 			"license": "Apache-2.0",
 			"dependencies": {
-				"@ai-sdk/provider": "1.1.3",
-				"@ai-sdk/provider-utils": "2.2.8",
-				"@ai-sdk/react": "1.2.12",
-				"@ai-sdk/ui-utils": "1.2.11",
-				"@opentelemetry/api": "1.9.0",
-				"jsondiffpatch": "0.6.0"
+				"@ai-sdk/gateway": "1.0.29",
+				"@ai-sdk/provider": "2.0.0",
+				"@ai-sdk/provider-utils": "3.0.9",
+				"@opentelemetry/api": "1.9.0"
 			},
 			"engines": {
 				"node": ">=18"
 			},
 			"peerDependencies": {
-				"react": "^18 || ^19 || ^19.0.0-rc",
-				"zod": "^3.23.8"
-			},
-			"peerDependenciesMeta": {
-				"react": {
-					"optional": true
-				}
+				"zod": "^3.25.76 || ^4"
 			}
 		},
 		"node_modules/ai/node_modules/@ai-sdk/provider": {
-			"version": "1.1.3",
-			"resolved": "https://registry.npmjs.org/@ai-sdk/provider/-/provider-1.1.3.tgz",
-			"integrity": "sha512-qZMxYJ0qqX/RfnuIaab+zp8UAeJn/ygXXAffR5I4N0n1IrvA6qBsjc8hXLmBiMV2zoXlifkacF7sEFnYnjBcqg==",
+			"version": "2.0.0",
+			"resolved": "https://registry.npmjs.org/@ai-sdk/provider/-/provider-2.0.0.tgz",
+			"integrity": "sha512-6o7Y2SeO9vFKB8lArHXehNuusnpddKPk7xqL7T2/b+OvXMRIXUO1rR4wcv1hAFUAT9avGZshty3Wlua/XA7TvA==",
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@@ -4002,20 +4105,20 @@
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+			"version": "3.0.9",
+			"resolved": "https://registry.npmjs.org/@ai-sdk/provider-utils/-/provider-utils-3.0.9.tgz",
+			"integrity": "sha512-Pm571x5efqaI4hf9yW4KsVlDBDme8++UepZRnq+kqVBWWjgvGhQlzU8glaFq0YJEB9kkxZHbRRyVeHoV2sRYaQ==",
 			"license": "Apache-2.0",
 			"dependencies": {
-				"@ai-sdk/provider": "1.1.3",
-				"nanoid": "^3.3.8",
-				"secure-json-parse": "^2.7.0"
+				"@ai-sdk/provider": "2.0.0",
+				"@standard-schema/spec": "^1.0.0",
+				"eventsource-parser": "^3.0.5"
 			},
 			"engines": {
 				"node": ">=18"
 			},
 			"peerDependencies": {
-				"zod": "^3.23.8"
+				"zod": "^3.25.76 || ^4"
 			}
 		},
 		"node_modules/ajv": {
@@ -5051,12 +5154,6 @@
 				"url": "https://github.com/sponsors/wooorm"
 			}
 		},
-		"node_modules/diff-match-patch": {
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-			"license": "Apache-2.0"
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 		"node_modules/doctrine": {
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 			"resolved": "https://registry.npmjs.org/doctrine/-/doctrine-2.1.0.tgz",
@@ -7057,35 +7154,6 @@
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-		"node_modules/jsondiffpatch": {
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-			"resolved": "https://registry.npmjs.org/jsondiffpatch/-/jsondiffpatch-0.6.0.tgz",
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-			"license": "MIT",
-			"dependencies": {
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-				"chalk": "^5.3.0",
-				"diff-match-patch": "^1.0.5"
-			},
-			"bin": {
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-			},
-			"engines": {
-				"node": "^18.0.0 || >=20.0.0"
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-		"node_modules/jsondiffpatch/node_modules/chalk": {
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-			"resolved": "https://registry.npmjs.org/chalk/-/chalk-5.6.2.tgz",
-			"integrity": "sha512-7NzBL0rN6fMUW+f7A6Io4h40qQlG+xGmtMxfbnH/K7TAtt8JQWVQK+6g0UXKMeVJoyV5EkkNsErQ8pVD3bLHbA==",
-			"license": "MIT",
-			"engines": {
-				"node": "^12.17.0 || ^14.13 || >=16.0.0"
-			},
-			"funding": {
-				"url": "https://github.com/chalk/chalk?sponsor=1"
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 		"node_modules/jsonwebtoken": {
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@@ -10278,6 +10346,7 @@
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+			"dev": true,
 			"license": "MIT",
 			"dependencies": {
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@@ -10339,6 +10408,7 @@
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+			"dev": true,
 			"license": "MIT",
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@@ -10832,6 +10902,7 @@
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+			"dev": true,
 			"license": "MIT",
 			"peerDependencies": {
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@@ -11233,6 +11304,7 @@
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+			"dev": true,
 			"license": "ISC",
 			"peerDependencies": {
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diff --git a/mcp_client/package.json b/mcp_client/package.json
index 716c7f4..c79e9da 100644
--- a/mcp_client/package.json
+++ b/mcp_client/package.json
@@ -25,7 +25,7 @@
 		"@aws-sdk/client-cognito-identity-provider": "^3.705.0",
 		"@aws-sdk/credential-providers": "^3.705.0",
 		"@modelcontextprotocol/sdk": "1.18.0",
-		"ai": "^4.3.16",
+		"ai": "^5.0.52",
 		"amazon-cognito-identity-js": "^6.3.12",
 		"cors": "^2.8.5",
 		"downshift": "^9.0.10",