diff --git a/package-lock.json b/package-lock.json
index 4404063..a3bc059 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -43,7 +43,7 @@
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         "i18next-browser-languagedetector": "^8.1.0",
         "js-tiktoken": "^1.0.20",
-        "llamaindex": "^0.11.28",
+        "llamaindex": "^0.12.1",
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         "next": "15.3.2",
         "pg": "^8.16.3",
@@ -62,6 +62,7 @@
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         "tavily": "^1.0.2",
         "three": "^0.179.1",
+        "uuid": "^14.0.1",
         "zod": "^3.25.76"
       },
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@@ -84,25 +85,26 @@
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-      "resolved": "https://registry.npmjs.org/@ai-sdk/gateway/-/gateway-1.0.4.tgz",
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+      "version": "2.0.124",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/gateway/-/gateway-2.0.124.tgz",
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       "license": "Apache-2.0",
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-        "@ai-sdk/provider": "2.0.0",
-        "@ai-sdk/provider-utils": "3.0.1"
+        "@ai-sdk/provider": "2.0.3",
+        "@ai-sdk/provider-utils": "3.0.31",
+        "@vercel/oidc": "3.1.0"
       },
       "engines": {
         "node": ">=18"
       },
       "peerDependencies": {
-        "zod": "^3.25.76 || ^4"
+        "zod": "^3.25.76 || ^4.1.8"
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-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/@ai-sdk/provider/-/provider-2.0.0.tgz",
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+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider/-/provider-2.0.3.tgz",
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@@ -112,21 +114,21 @@
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+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider-utils/-/provider-utils-3.0.31.tgz",
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       "license": "Apache-2.0",
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-        "@ai-sdk/provider": "2.0.0",
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-        "eventsource-parser": "^3.0.3",
-        "zod-to-json-schema": "^3.24.1"
+        "eventsource-parser": "^3.0.6",
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-        "zod": "^3.25.76 || ^4"
+        "zod": "^3.25.76 || ^4.1.8"
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@@ -223,9 +225,9 @@
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+      "resolved": "https://registry.npmjs.org/@emnapi/runtime/-/runtime-1.11.3.tgz",
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@@ -826,6 +828,15 @@
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       }
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+    "node_modules/@fastify/busboy": {
+      "version": "2.1.1",
+      "resolved": "https://registry.npmjs.org/@fastify/busboy/-/busboy-2.1.1.tgz",
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+      "license": "MIT",
+      "engines": {
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+      }
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@@ -951,10 +962,20 @@
         "url": "https://github.com/sponsors/nzakas"
       }
     },
+    "node_modules/@img/colour": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@img/colour/-/colour-1.1.0.tgz",
+      "integrity": "sha512-Td76q7j57o/tLVdgS746cYARfSyxk8iEfRxewL9h4OMzYhbW4TAcppl0mT4eyqXddh6L/jwoM75mo7ixa/pCeQ==",
+      "license": "MIT",
+      "optional": true,
+      "engines": {
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-      "resolved": "https://registry.npmjs.org/@img/sharp-darwin-arm64/-/sharp-darwin-arm64-0.34.3.tgz",
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@@ -970,13 +991,13 @@
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+        "@img/sharp-libvips-darwin-arm64": "1.2.4"
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@@ -992,13 +1013,13 @@
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-        "@img/sharp-libvips-darwin-x64": "1.2.0"
+        "@img/sharp-libvips-darwin-x64": "1.2.4"
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@@ -1012,9 +1033,9 @@
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@@ -1028,9 +1049,9 @@
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+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-arm/-/sharp-libvips-linux-arm-1.2.4.tgz",
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@@ -1044,9 +1065,9 @@
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@@ -1060,9 +1081,9 @@
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@@ -1075,10 +1096,26 @@
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       }
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+      "resolved": "https://registry.npmjs.org/@img/sharp-libvips-linux-riscv64/-/sharp-libvips-linux-riscv64-1.2.4.tgz",
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+        "riscv64"
+      ],
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+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "funding": {
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@@ -1092,9 +1129,9 @@
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@@ -1108,9 +1145,9 @@
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@@ -1124,9 +1161,9 @@
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@@ -1140,9 +1177,9 @@
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@@ -1158,13 +1195,13 @@
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@@ -1180,13 +1217,13 @@
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@@ -1202,13 +1239,35 @@
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+      "cpu": [
+        "riscv64"
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+      "license": "Apache-2.0",
+      "optional": true,
+      "os": [
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+    "node_modules/undici": {
+      "version": "5.29.0",
+      "resolved": "https://registry.npmjs.org/undici/-/undici-5.29.0.tgz",
+      "integrity": "sha512-raqeBD6NQK4SkWhQzeYKd1KmIG6dllBOTt55Rmkt4HtI9mwdWtJljnrXjAFUBLTSN67HWrOIZ3EPF4kjUw80Bg==",
+      "license": "MIT",
+      "dependencies": {
+        "@fastify/busboy": "^2.0.0"
+      },
+      "engines": {
+        "node": ">=14.0"
+      }
+    },
     "node_modules/undici-types": {
       "version": "6.21.0",
       "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.21.0.tgz",
@@ -12116,6 +12163,7 @@
       "resolved": "https://registry.npmjs.org/use-sync-external-store/-/use-sync-external-store-1.5.0.tgz",
       "integrity": "sha512-Rb46I4cGGVBmjamjphe8L/UnvJD+uPPtTkNvX5mZgqdbavhI4EbgIWJiIHXJ8bc/i9EQGPRh4DwEURJ552Do0A==",
       "license": "MIT",
+      "peer": true,
       "peerDependencies": {
         "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
       }
@@ -12128,16 +12176,16 @@
       "license": "MIT"
     },
     "node_modules/uuid": {
-      "version": "9.0.1",
-      "resolved": "https://registry.npmjs.org/uuid/-/uuid-9.0.1.tgz",
-      "integrity": "sha512-b+1eJOlsR9K8HJpow9Ok3fiWOWSIcIzXodvv0rQjVoOVNpWMpxf1wZNpt4y9h10odCNrqnYp1OBzRktckBe3sA==",
+      "version": "14.0.1",
+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-14.0.1.tgz",
+      "integrity": "sha512-6ZxzVpzDXDa3bJWaHilVayA+BH/1zmxCJoVgvmqJnid/gPoKHxUrS/aC/T6LGQtNHT+XHG9fXPJB4d+IrU30Ew==",
       "funding": [
         "https://github.com/sponsors/broofa",
         "https://github.com/sponsors/ctavan"
       ],
       "license": "MIT",
       "bin": {
-        "uuid": "dist/bin/uuid"
+        "uuid": "dist-node/bin/uuid"
       }
     },
     "node_modules/vfile": {
@@ -12348,9 +12396,9 @@
       }
     },
     "node_modules/ws": {
-      "version": "8.18.3",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.3.tgz",
-      "integrity": "sha512-PEIGCY5tSlUt50cqyMXfCzX+oOPqN0vuGqWzbcJ2xvnkzkq46oOpz7dQaTDBdfICb4N14+GARUDw2XV2N4tvzg==",
+      "version": "8.21.1",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.21.1.tgz",
+      "integrity": "sha512-+0NTnW77fFN/DjQi6k/Sq/Yvk4Sgajw7urW8V+asjXnRgDs9gyGkdb7EzgfhA4goXsRIZKE28fzIXBHEzhuiWw==",
       "license": "MIT",
       "engines": {
         "node": ">=10.0.0"
@@ -12405,6 +12453,7 @@
       "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
       "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
       "license": "MIT",
+      "peer": true,
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
@@ -12414,6 +12463,7 @@
       "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.6.tgz",
       "integrity": "sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==",
       "license": "ISC",
+      "peer": true,
       "peerDependencies": {
         "zod": "^3.24.1"
       }
diff --git a/package.json b/package.json
index c090551..6d1dba1 100644
--- a/package.json
+++ b/package.json
@@ -44,7 +44,7 @@
     "i18next": "^25.2.1",
     "i18next-browser-languagedetector": "^8.1.0",
     "js-tiktoken": "^1.0.20",
-    "llamaindex": "^0.11.28",
+    "llamaindex": "^0.12.1",
     "lucide-react": "^0.510.0",
     "next": "15.3.2",
     "pg": "^8.16.3",
@@ -63,6 +63,7 @@
     "tailwind-merge": "^3.3.0",
     "tavily": "^1.0.2",
     "three": "^0.179.1",
+    "uuid": "^14.0.1",
     "zod": "^3.25.76"
   },
   "devDependencies": {