diff --git a/website/package-lock.json b/website/package-lock.json
index 974420b5..ff5a8d1b 100644
--- a/website/package-lock.json
+++ b/website/package-lock.json
@@ -10,7 +10,7 @@
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         "@docusaurus/preset-classic": "2.4.0",
-        "@mdx-js/react": "^1.6.22",
+        "@mdx-js/react": "^3.0.0",
         "clsx": "^1.2.1",
         "prism-react-renderer": "^1.3.5",
         "react": "^17.0.2",
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+      "peer": true,
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         "@algolia/requester-common": "4.15.0",
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         "@babel/code-frame": "^7.18.6",
@@ -2434,6 +2436,19 @@
         "react-dom": "^16.8.4 || ^17.0.0"
       }
     },
+    "node_modules/@docusaurus/theme-classic/node_modules/@mdx-js/react": {
+      "version": "1.6.22",
+      "resolved": "https://registry.npmjs.org/@mdx-js/react/-/react-1.6.22.tgz",
+      "integrity": "sha512-TDoPum4SHdfPiGSAaRBw7ECyI8VaHpK8GJugbJIJuqyh6kzw9ZLJZW3HGL3NNrJGxcAixUvqROm+YuQOo5eXtg==",
+      "license": "MIT",
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      },
+      "peerDependencies": {
+        "react": "^16.13.1 || ^17.0.0"
+      }
+    },
     "node_modules/@docusaurus/theme-common": {
       "version": "2.4.0",
       "resolved": "https://registry.npmjs.org/@docusaurus/theme-common/-/theme-common-2.4.0.tgz",
@@ -2736,6 +2751,7 @@
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+      "peer": true,
       "dependencies": {
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@@ -2807,15 +2823,20 @@
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-      "resolved": "https://registry.npmjs.org/@mdx-js/react/-/react-1.6.22.tgz",
-      "integrity": "sha512-TDoPum4SHdfPiGSAaRBw7ECyI8VaHpK8GJugbJIJuqyh6kzw9ZLJZW3HGL3NNrJGxcAixUvqROm+YuQOo5eXtg==",
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/@mdx-js/react/-/react-3.1.1.tgz",
+      "integrity": "sha512-f++rKLQgUVYDAtECQ6fn/is15GkEH9+nZPM3MS0RcxVqoTfawHvDlSCH7JbMhAM6uJ32v3eXLvLmLvjGu7PTQw==",
+      "license": "MIT",
+      "dependencies": {
+        "@types/mdx": "^2.0.0"
+      },
       "funding": {
         "type": "opencollective",
         "url": "https://opencollective.com/unified"
       },
       "peerDependencies": {
-        "react": "^16.13.1 || ^17.0.0"
+        "@types/react": ">=16",
+        "react": ">=16"
       }
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     "node_modules/@mdx-js/util": {
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@@ -3314,6 +3336,12 @@
         "@types/unist": "*"
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+    "node_modules/@types/mdx": {
+      "version": "2.0.13",
+      "resolved": "https://registry.npmjs.org/@types/mdx/-/mdx-2.0.13.tgz",
+      "integrity": "sha512-+OWZQfAYyio6YkJb3HLxDrvnx6SWWDbC0zVPfBRzUk0/nqoDyf6dNxQi3eArPe8rJ473nobTMQ/8Zk+LxJ+Yuw==",
+      "license": "MIT"
+    },
     "node_modules/@types/mime": {
       "version": "3.0.1",
       "resolved": "https://registry.npmjs.org/@types/mime/-/mime-3.0.1.tgz",
@@ -3353,6 +3381,7 @@
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+      "peer": true,
       "dependencies": {
         "@types/prop-types": "*",
         "@types/scheduler": "*",
@@ -3633,6 +3662,7 @@
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       "integrity": "sha512-xjIYgE8HBrkpd/sJqOGNspf8uHG+NOHGOw6a/Urj8taM2EXfdNAH2oFcPeIFfsv3+kz/mJrS5VuMqbNLjCa2vw==",
+      "peer": true,
       "bin": {
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       },
@@ -3680,6 +3710,7 @@
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       "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.12.6.tgz",
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+      "peer": true,
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         "fast-json-stable-stringify": "^2.0.0",
@@ -3739,6 +3770,7 @@
       "version": "4.15.0",
       "resolved": "https://registry.npmjs.org/algoliasearch/-/algoliasearch-4.15.0.tgz",
       "integrity": "sha512-+vgKQF5944dYsz9zhKk07JbOYeNdKisoD5GeG0woBL3nLzbn2a+nGwki60DXg7CXvaFXBcTXyJG4C+VaBVd44g==",
+      "peer": true,
       "dependencies": {
         "@algolia/cache-browser-local-storage": "4.15.0",
         "@algolia/cache-common": "4.15.0",
@@ -4177,6 +4209,7 @@
           "url": "https://tidelift.com/funding/github/npm/browserslist"
         }
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+      "peer": true,
       "dependencies": {
         "caniuse-lite": "^1.0.30001449",
         "electron-to-chromium": "^1.4.284",
@@ -4778,6 +4811,7 @@
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       "integrity": "sha512-sRu1kpcO9yLtYxBKvqfTeh9KzZEwO3STyX1HT+4CaDzC6HpTGYhIhPIzj9XuKU7KYDwnaeh5hcOwjy1QuJzBPA==",
+      "peer": true,
       "dependencies": {
         "fast-deep-equal": "^3.1.1",
         "json-schema-traverse": "^1.0.0",
@@ -5027,6 +5061,7 @@
       "version": "8.12.0",
       "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.12.0.tgz",
       "integrity": "sha512-sRu1kpcO9yLtYxBKvqfTeh9KzZEwO3STyX1HT+4CaDzC6HpTGYhIhPIzj9XuKU7KYDwnaeh5hcOwjy1QuJzBPA==",
+      "peer": true,
       "dependencies": {
         "fast-deep-equal": "^3.1.1",
         "json-schema-traverse": "^1.0.0",
@@ -7904,6 +7939,7 @@
       "version": "8.12.0",
       "resolved": "https://registry.npmjs.org/ajv/-/ajv-8.12.0.tgz",
       "integrity": "sha512-sRu1kpcO9yLtYxBKvqfTeh9KzZEwO3STyX1HT+4CaDzC6HpTGYhIhPIzj9XuKU7KYDwnaeh5hcOwjy1QuJzBPA==",
+      "peer": true,
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@@ -8568,6 +8604,7 @@
           "url": "https://tidelift.com/funding/github/npm/postcss"
         }
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+      "peer": true,
       "dependencies": {
         "nanoid": "^3.3.4",
         "picocolors": "^1.0.0",
@@ -9376,6 +9413,7 @@
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       "resolved": "https://registry.npmjs.org/react/-/react-17.0.2.tgz",
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+      "peer": true,
       "dependencies": {
         "loose-envify": "^1.1.0",
         "object-assign": "^4.1.1"
@@ -9498,6 +9536,7 @@
       "version": "17.0.2",
       "resolved": "https://registry.npmjs.org/react-dom/-/react-dom-17.0.2.tgz",
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+      "peer": true,
       "dependencies": {
         "loose-envify": "^1.1.0",
         "object-assign": "^4.1.1",
@@ -9563,6 +9602,7 @@
       "version": "5.5.2",
       "resolved": "https://registry.npmjs.org/@docusaurus/react-loadable/-/react-loadable-5.5.2.tgz",
       "integrity": "sha512-A3dYjdBGuy0IGT+wyLIGIKLRE+sAk1iNk0f1HjNDysO7u8lhL4N3VEm+FAubmJbAztn94F7MxBTPmnixbiyFdQ==",
+      "peer": true,
       "dependencies": {
         "@types/react": "*",
         "prop-types": "^15.6.2"
@@ -9590,6 +9630,7 @@
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       "resolved": "https://registry.npmjs.org/react-router/-/react-router-5.3.4.tgz",
       "integrity": "sha512-Ys9K+ppnJah3QuaRiLxk+jDWOR1MekYQrlytiXxC1RyfbdsZkS5pvKAzCCr031xHixZwpnsYNT5xysdFHQaYsA==",
+      "peer": true,
       "dependencies": {
         "@babel/runtime": "^7.12.13",
         "history": "^4.9.0",
@@ -9837,6 +9878,7 @@
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       "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.12.9.tgz",
       "integrity": "sha512-gTXYh3M5wb7FRXQy+FErKFAv90BnlOuNn1QkCK2lREoPAjrQCO49+HVSrFoe5uakFAF5eenS75KbO2vQiLrTMQ==",
+      "peer": true,
       "dependencies": {
         "@babel/code-frame": "^7.10.4",
         "@babel/generator": "^7.12.5",
@@ -11301,6 +11343,7 @@
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+      "peer": true,
       "bin": {
         "tsc": "bin/tsc",
         "tsserver": "bin/tsserver"
@@ -11933,6 +11976,7 @@
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       "resolved": "https://registry.npmjs.org/webpack/-/webpack-5.76.2.tgz",
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+      "peer": true,
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@@ -12032,6 +12076,7 @@
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+      "peer": true,
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@@ -12163,6 +12208,7 @@
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+      "peer": true,
       "dependencies": {
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diff --git a/website/package.json b/website/package.json
index 10314eab..037fac2c 100644
--- a/website/package.json
+++ b/website/package.json
@@ -17,7 +17,7 @@
   "dependencies": {
     "@docusaurus/core": "2.4.0",
     "@docusaurus/preset-classic": "2.4.0",
-    "@mdx-js/react": "^1.6.22",
+    "@mdx-js/react": "^3.0.0",
     "clsx": "^1.2.1",
     "prism-react-renderer": "^1.3.5",
     "react": "^17.0.2",