diff --git a/apps/main/package.json b/apps/main/package.json
index 76857911..379f30f1 100644
--- a/apps/main/package.json
+++ b/apps/main/package.json
@@ -25,7 +25,7 @@
     "@t3-oss/env-nextjs": "0.6.0",
     "@tensorflow-models/toxicity": "1.2.2",
     "@tensorflow/tfjs": "3.18.0",
-    "@tensorflow/tfjs-converter": "3.18.0",
+    "@tensorflow/tfjs-converter": "4.20.0",
     "@tensorflow/tfjs-core": "3.18.0",
     "@upstash/qstash": "0.3.6",
     "cors": "2.8.5",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index dccc59e6..5c89afb1 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -182,13 +182,13 @@ importers:
         version: 0.6.0(typescript@5.2.2)(zod@3.22.4)
       '@tensorflow-models/toxicity':
         specifier: 1.2.2
-        version: 1.2.2(@tensorflow/tfjs-converter@3.18.0)(@tensorflow/tfjs-core@3.18.0)
+        version: 1.2.2(@tensorflow/tfjs-converter@4.20.0)(@tensorflow/tfjs-core@3.18.0)
       '@tensorflow/tfjs':
         specifier: 3.18.0
         version: 3.18.0
       '@tensorflow/tfjs-converter':
-        specifier: 3.18.0
-        version: 3.18.0(@tensorflow/tfjs-core@3.18.0)
+        specifier: 4.20.0
+        version: 4.20.0(@tensorflow/tfjs-core@3.18.0)
       '@tensorflow/tfjs-core':
         specifier: 3.18.0
         version: 3.18.0
@@ -7499,24 +7499,24 @@ packages:
       use-sync-external-store: 1.2.0(react@18.2.0)
     dev: false
 
-  /@tensorflow-models/toxicity@1.2.2(@tensorflow/tfjs-converter@3.18.0)(@tensorflow/tfjs-core@3.18.0):
+  /@tensorflow-models/toxicity@1.2.2(@tensorflow/tfjs-converter@4.20.0)(@tensorflow/tfjs-core@3.18.0):
     resolution: {integrity: sha512-DSMIoBzNyX7+4D4cGKjsFLbCuJz3bksYpwFHKAjTp4+tmgAGpNyg5nDXXI/IQp18nMTbLKgLruLWOxq5y7P4WQ==}
     peerDependencies:
       '@tensorflow/tfjs-converter': ^1.3.3 || 3
       '@tensorflow/tfjs-core': ^1.3.3 || 3
     dependencies:
-      '@tensorflow-models/universal-sentence-encoder': 1.2.2(@tensorflow/tfjs-converter@3.18.0)(@tensorflow/tfjs-core@3.18.0)
-      '@tensorflow/tfjs-converter': 3.18.0(@tensorflow/tfjs-core@3.18.0)
+      '@tensorflow-models/universal-sentence-encoder': 1.2.2(@tensorflow/tfjs-converter@4.20.0)(@tensorflow/tfjs-core@3.18.0)
+      '@tensorflow/tfjs-converter': 4.20.0(@tensorflow/tfjs-core@3.18.0)
       '@tensorflow/tfjs-core': 3.18.0
     dev: false
 
-  /@tensorflow-models/universal-sentence-encoder@1.2.2(@tensorflow/tfjs-converter@3.18.0)(@tensorflow/tfjs-core@3.18.0):
+  /@tensorflow-models/universal-sentence-encoder@1.2.2(@tensorflow/tfjs-converter@4.20.0)(@tensorflow/tfjs-core@3.18.0):
     resolution: {integrity: sha512-fGCl/gwB7jmKCRI2FhgIBeIa/LCSUcjlEcckH2Bc2dIjhJ+2nspp+22lubxcseN6jjrmP42kkXt/reAPe+KJkQ==}
     peerDependencies:
       '@tensorflow/tfjs-converter': ^1.2.9 || 3
       '@tensorflow/tfjs-core': ^1.2.9 || 3
     dependencies:
-      '@tensorflow/tfjs-converter': 3.18.0(@tensorflow/tfjs-core@3.18.0)
+      '@tensorflow/tfjs-converter': 4.20.0(@tensorflow/tfjs-core@3.18.0)
       '@tensorflow/tfjs-core': 3.18.0
     dev: false
 
@@ -7554,6 +7554,14 @@ packages:
       '@tensorflow/tfjs-core': 3.18.0
     dev: false
 
+  /@tensorflow/tfjs-converter@4.20.0(@tensorflow/tfjs-core@3.18.0):
+    resolution: {integrity: sha512-UJ2ntQ1TNtVHB5qGMwB0j306bs3KH1E1HKJ9Dxvrc6PUaivOV+CPKqmbidOFG5LylXeRC36JBdhe+gVT2nFHNw==}
+    peerDependencies:
+      '@tensorflow/tfjs-core': 4.20.0 || 3
+    dependencies:
+      '@tensorflow/tfjs-core': 3.18.0
+    dev: false
+
   /@tensorflow/tfjs-core@3.18.0:
     resolution: {integrity: sha512-gMxisZozqsr5sCKlphF/eVBLg91MjlBiN60tjX8hJAu0WlSn6Gi5k65GNIL+Pq6hrxpvImcfdCmTH/2XJVZ0Mg==}
     engines: {yarn: '>= 1.3.2'}
@@ -18351,7 +18359,7 @@ packages:
       '@panva/hkdf': 1.1.1
       cookie: 0.5.0
       jose: 4.15.4
-      next: 14.1.1(@babel/core@7.22.10)(react-dom@18.2.0)(react@18.2.0)(sass@1.69.5)
+      next: 14.1.1(@babel/core@7.12.9)(react-dom@18.2.0)(react@18.2.0)
       oauth: 0.9.15
       openid-client: 5.6.1
       preact: 10.19.2
@@ -19427,6 +19435,7 @@ packages:
 
   /path-dirname@1.0.2:
     resolution: {integrity: sha512-ALzNPpyNq9AqXMBjeymIjFDAkAFH06mHJH/cSBHAgU0s4vfpBn6b2nf8tiRLvagKD8RbTpq2FKTBg7cl9l3c7Q==}
+    requiresBuild: true
     dev: true
 
   /path-exists@2.1.0: