diff --git a/frontend/package-lock.json b/frontend/package-lock.json
index aacdacf..3652755 100644
--- a/frontend/package-lock.json
+++ b/frontend/package-lock.json
@@ -9,7 +9,7 @@
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       "dependencies": {
         "@radix-ui/react-slot": "^1",
-        "ai": "^2",
+        "ai": "^3.4.20",
         "class-variance-authority": "^0.7",
         "llamaindex": "0.0.35",
         "lucide-react": "^0.291",
@@ -35,6 +35,156 @@
         "typescript": "^5"
       }
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+    "node_modules/@ai-sdk/provider": {
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+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider/-/provider-0.0.26.tgz",
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+      "license": "Apache-2.0",
+      "dependencies": {
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+      },
+      "engines": {
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+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider-utils/-/provider-utils-1.0.22.tgz",
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+        "nanoid": "^3.3.7",
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+        "zod": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/@ai-sdk/react": {
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+      "resolved": "https://registry.npmjs.org/@ai-sdk/react/-/react-0.0.66.tgz",
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+        "zod": "^3.0.0"
+      },
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+          "optional": true
+        },
+        "zod": {
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+      "peerDependenciesMeta": {
+        "solid-js": {
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+        }
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+    },
+    "node_modules/@ai-sdk/svelte": {
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+      "resolved": "https://registry.npmjs.org/@ai-sdk/svelte/-/svelte-0.0.54.tgz",
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+      "license": "Apache-2.0",
+      "dependencies": {
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+        "@ai-sdk/ui-utils": "0.0.48",
+        "sswr": "^2.1.0"
+      },
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+        "svelte": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/@ai-sdk/ui-utils": {
+      "version": "0.0.48",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/ui-utils/-/ui-utils-0.0.48.tgz",
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+      "license": "Apache-2.0",
+      "dependencies": {
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+        "@ai-sdk/provider-utils": "1.0.22",
+        "json-schema": "^0.4.0",
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+        "zod": "^3.0.0"
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+      "peerDependenciesMeta": {
+        "zod": {
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+        }
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+    "node_modules/@ai-sdk/vue": {
+      "version": "0.0.57",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/vue/-/vue-0.0.57.tgz",
+      "integrity": "sha512-p4wwEO/KRfZaRUZu7UIOlb0odHDHTuUsFEFQ2zlFQK0IlCoTvtqJkSyQl26o+6whiUUUNVqZepluX+WHGSrAaA==",
+      "license": "Apache-2.0",
+      "dependencies": {
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+        "@ai-sdk/ui-utils": "0.0.48",
+        "swrv": "^1.0.4"
+      },
+      "engines": {
+        "node": ">=18"
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+      "peerDependencies": {
+        "vue": "^3.3.4"
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     "node_modules/@alloc/quick-lru": {
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@@ -48,13 +198,14 @@
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+      "license": "Apache-2.0",
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       "dependencies": {
-        "@jridgewell/gen-mapping": "^0.3.0",
-        "@jridgewell/trace-mapping": "^0.3.9"
+        "@jridgewell/gen-mapping": "^0.3.5",
+        "@jridgewell/trace-mapping": "^0.3.24"
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@@ -84,11 +235,35 @@
         "undici-types": "~5.26.4"
       }
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+    "node_modules/@babel/helper-string-parser": {
+      "version": "7.25.9",
+      "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.25.9.tgz",
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+      "license": "MIT",
+      "peer": true,
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/helper-validator-identifier": {
+      "version": "7.25.9",
+      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.25.9.tgz",
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+      "license": "MIT",
+      "peer": true,
+      "engines": {
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-      "version": "7.23.5",
-      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.23.5.tgz",
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+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.26.3.tgz",
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+      "license": "MIT",
       "peer": true,
+      "dependencies": {
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+      },
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         "parser": "bin/babel-parser.js"
       },
@@ -107,14 +282,29 @@
         "node": ">=6.9.0"
       }
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+    "node_modules/@babel/types": {
+      "version": "7.26.3",
+      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.26.3.tgz",
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+      "license": "MIT",
+      "peer": true,
+      "dependencies": {
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+        "@babel/helper-validator-identifier": "^7.25.9"
+      },
+      "engines": {
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-      "resolved": "https://registry.npmjs.org/@jridgewell/gen-mapping/-/gen-mapping-0.3.3.tgz",
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+      "resolved": "https://registry.npmjs.org/@jridgewell/gen-mapping/-/gen-mapping-0.3.5.tgz",
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+        "@jridgewell/set-array": "^1.2.1",
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-        "@jridgewell/trace-mapping": "^0.3.9"
+        "@jridgewell/trace-mapping": "^0.3.24"
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@@ -129,22 +319,25 @@
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+      "resolved": "https://registry.npmjs.org/@jridgewell/set-array/-/set-array-1.2.1.tgz",
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+      "license": "MIT",
       "engines": {
         "node": ">=6.0.0"
       }
     },
     "node_modules/@jridgewell/sourcemap-codec": {
-      "version": "1.4.15",
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-      "resolved": "https://registry.npmjs.org/@jridgewell/trace-mapping/-/trace-mapping-0.3.20.tgz",
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+      "resolved": "https://registry.npmjs.org/@jridgewell/trace-mapping/-/trace-mapping-0.3.25.tgz",
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@@ -345,6 +538,15 @@
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+    "node_modules/@opentelemetry/api": {
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+      "resolved": "https://registry.npmjs.org/@opentelemetry/api/-/api-1.9.0.tgz",
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@@ -396,10 +598,17 @@
         "@types/ms": "*"
       }
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+    "node_modules/@types/diff-match-patch": {
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+      "resolved": "https://registry.npmjs.org/@types/diff-match-patch/-/diff-match-patch-1.0.36.tgz",
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@@ -515,133 +724,155 @@
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-        "@vue/shared": "3.3.9",
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diff --git a/frontend/package.json b/frontend/package.json
index 5d028f4..3e89c3d 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -8,7 +8,7 @@
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