diff --git a/bun.lock b/bun.lock
index 90e495f..e74e9e4 100644
--- a/bun.lock
+++ b/bun.lock
@@ -11,7 +11,7 @@
         "ollama": "^0.5.16",
       },
       "devDependencies": {
-        "@biomejs/biome": "1.9.4",
+        "@biomejs/biome": "2.3.1",
         "@types/bun": "latest",
       },
       "peerDependencies": {
@@ -20,23 +20,23 @@
     },
   },
   "packages": {
-    "@biomejs/biome": ["@biomejs/biome@1.9.4", "", { "optionalDependencies": { "@biomejs/cli-darwin-arm64": "1.9.4", "@biomejs/cli-darwin-x64": "1.9.4", "@biomejs/cli-linux-arm64": "1.9.4", "@biomejs/cli-linux-arm64-musl": "1.9.4", "@biomejs/cli-linux-x64": "1.9.4", "@biomejs/cli-linux-x64-musl": "1.9.4", "@biomejs/cli-win32-arm64": "1.9.4", "@biomejs/cli-win32-x64": "1.9.4" }, "bin": { "biome": "bin/biome" } }, "sha512-1rkd7G70+o9KkTn5KLmDYXihGoTaIGO9PIIN2ZB7UJxFrWw04CZHPYiMRjYsaDvVV7hP1dYNRLxSANLaBFGpog=="],
+    "@biomejs/biome": ["@biomejs/biome@2.3.1", "", { "optionalDependencies": { "@biomejs/cli-darwin-arm64": "2.3.1", "@biomejs/cli-darwin-x64": "2.3.1", "@biomejs/cli-linux-arm64": "2.3.1", "@biomejs/cli-linux-arm64-musl": "2.3.1", "@biomejs/cli-linux-x64": "2.3.1", "@biomejs/cli-linux-x64-musl": "2.3.1", "@biomejs/cli-win32-arm64": "2.3.1", "@biomejs/cli-win32-x64": "2.3.1" }, "bin": { "biome": "bin/biome" } }, "sha512-A29evf1R72V5bo4o2EPxYMm5mtyGvzp2g+biZvRFx29nWebGyyeOSsDWGx3tuNNMFRepGwxmA9ZQ15mzfabK2w=="],
 
-    "@biomejs/cli-darwin-arm64": ["@biomejs/cli-darwin-arm64@1.9.4", "", { "os": "darwin", "cpu": "arm64" }, "sha512-bFBsPWrNvkdKrNCYeAp+xo2HecOGPAy9WyNyB/jKnnedgzl4W4Hb9ZMzYNbf8dMCGmUdSavlYHiR01QaYR58cw=="],
+    "@biomejs/cli-darwin-arm64": ["@biomejs/cli-darwin-arm64@2.3.1", "", { "os": "darwin", "cpu": "arm64" }, "sha512-ombSf3MnTUueiYGN1SeI9tBCsDUhpWzOwS63Dove42osNh0PfE1cUtHFx6eZ1+MYCCLwXzlFlYFdrJ+U7h6LcA=="],
 
-    "@biomejs/cli-darwin-x64": ["@biomejs/cli-darwin-x64@1.9.4", "", { "os": "darwin", "cpu": "x64" }, "sha512-ngYBh/+bEedqkSevPVhLP4QfVPCpb+4BBe2p7Xs32dBgs7rh9nY2AIYUL6BgLw1JVXV8GlpKmb/hNiuIxfPfZg=="],
+    "@biomejs/cli-darwin-x64": ["@biomejs/cli-darwin-x64@2.3.1", "", { "os": "darwin", "cpu": "x64" }, "sha512-pcOfwyoQkrkbGvXxRvZNe5qgD797IowpJPovPX5biPk2FwMEV+INZqfCaz4G5bVq9hYnjwhRMamg11U4QsRXrQ=="],
 
-    "@biomejs/cli-linux-arm64": ["@biomejs/cli-linux-arm64@1.9.4", "", { "os": "linux", "cpu": "arm64" }, "sha512-fJIW0+LYujdjUgJJuwesP4EjIBl/N/TcOX3IvIHJQNsAqvV2CHIogsmA94BPG6jZATS4Hi+xv4SkBBQSt1N4/g=="],
+    "@biomejs/cli-linux-arm64": ["@biomejs/cli-linux-arm64@2.3.1", "", { "os": "linux", "cpu": "arm64" }, "sha512-td5O8pFIgLs8H1sAZsD6v+5quODihyEw4nv2R8z7swUfIK1FKk+15e4eiYVLcAE4jUqngvh4j3JCNgg0Y4o4IQ=="],
 
-    "@biomejs/cli-linux-arm64-musl": ["@biomejs/cli-linux-arm64-musl@1.9.4", "", { "os": "linux", "cpu": "arm64" }, "sha512-v665Ct9WCRjGa8+kTr0CzApU0+XXtRgwmzIf1SeKSGAv+2scAlW6JR5PMFo6FzqqZ64Po79cKODKf3/AAmECqA=="],
+    "@biomejs/cli-linux-arm64-musl": ["@biomejs/cli-linux-arm64-musl@2.3.1", "", { "os": "linux", "cpu": "arm64" }, "sha512-+DZYv8l7FlUtTrWs1Tdt1KcNCAmRO87PyOnxKGunbWm5HKg1oZBSbIIPkjrCtDZaeqSG1DiGx7qF+CPsquQRcg=="],
 
-    "@biomejs/cli-linux-x64": ["@biomejs/cli-linux-x64@1.9.4", "", { "os": "linux", "cpu": "x64" }, "sha512-lRCJv/Vi3Vlwmbd6K+oQ0KhLHMAysN8lXoCI7XeHlxaajk06u7G+UsFSO01NAs5iYuWKmVZjmiOzJ0OJmGsMwg=="],
+    "@biomejs/cli-linux-x64": ["@biomejs/cli-linux-x64@2.3.1", "", { "os": "linux", "cpu": "x64" }, "sha512-PYWgEO7up7XYwSAArOpzsVCiqxBCXy53gsReAb1kKYIyXaoAlhBaBMvxR/k2Rm9aTuZ662locXUmPk/Aj+Xu+Q=="],
 
-    "@biomejs/cli-linux-x64-musl": ["@biomejs/cli-linux-x64-musl@1.9.4", "", { "os": "linux", "cpu": "x64" }, "sha512-gEhi/jSBhZ2m6wjV530Yy8+fNqG8PAinM3oV7CyO+6c3CEh16Eizm21uHVsyVBEB6RIM8JHIl6AGYCv6Q6Q9Tg=="],
+    "@biomejs/cli-linux-x64-musl": ["@biomejs/cli-linux-x64-musl@2.3.1", "", { "os": "linux", "cpu": "x64" }, "sha512-Y3Ob4nqgv38Mh+6EGHltuN+Cq8aj/gyMTJYzkFZV2AEj+9XzoXB9VNljz9pjfFNHUxvLEV4b55VWyxozQTBaUQ=="],
 
-    "@biomejs/cli-win32-arm64": ["@biomejs/cli-win32-arm64@1.9.4", "", { "os": "win32", "cpu": "arm64" }, "sha512-tlbhLk+WXZmgwoIKwHIHEBZUwxml7bRJgk0X2sPyNR3S93cdRq6XulAZRQJ17FYGGzWne0fgrXBKpl7l4M87Hg=="],
+    "@biomejs/cli-win32-arm64": ["@biomejs/cli-win32-arm64@2.3.1", "", { "os": "win32", "cpu": "arm64" }, "sha512-RHIG/zgo+69idUqVvV3n8+j58dKYABRpMyDmfWu2TITC+jwGPiEaT0Q3RKD+kQHiS80mpBrST0iUGeEXT0bU9A=="],
 
-    "@biomejs/cli-win32-x64": ["@biomejs/cli-win32-x64@1.9.4", "", { "os": "win32", "cpu": "x64" }, "sha512-8Y5wMhVIPaWe6jw2H+KlEm4wP/f7EW3810ZLmDlrEEy5KvBsb9ECEfu/kMWD484ijfQ8+nIi0giMgu9g1UAuuA=="],
+    "@biomejs/cli-win32-x64": ["@biomejs/cli-win32-x64@2.3.1", "", { "os": "win32", "cpu": "x64" }, "sha512-izl30JJ5Dp10mi90Eko47zhxE6pYyWPcnX1NQxKpL/yMhXxf95oLTzfpu4q+MDBh/gemNqyJEwjBpe0MT5iWPA=="],
 
     "@google/generative-ai": ["@google/generative-ai@0.24.1", "", {}, "sha512-MqO+MLfM6kjxcKoy0p1wRzG3b4ZZXtPI+z2IE26UogS2Cm/XHO+7gGRBh6gcJsOiIVoH93UwKvW4HdgiOZCy9Q=="],
 
diff --git a/package.json b/package.json
index 9c9e431..8fe472b 100644
--- a/package.json
+++ b/package.json
@@ -37,7 +37,7 @@
     "lint": "biome check --formatter-enabled=true --linter-enabled=true --organize-imports-enabled=true --fix src"
   },
   "devDependencies": {
-    "@biomejs/biome": "1.9.4",
+    "@biomejs/biome": "2.3.1",
     "@types/bun": "latest"
   },
   "peerDependencies": {