diff --git a/website/yarn.lock b/website/yarn.lock
index 7d68c1bd6f..5d50112bc1 100644
--- a/website/yarn.lock
+++ b/website/yarn.lock
@@ -5936,13 +5936,6 @@ cose-base@^1.0.0:
   dependencies:
     layout-base "^1.0.0"
 
-cose-base@^2.2.0:
-  version "2.2.0"
-  resolved "https://registry.yarnpkg.com/cose-base/-/cose-base-2.2.0.tgz#1c395c35b6e10bb83f9769ca8b817d614add5c01"
-  integrity sha512-AzlgcsCbUMymkADOJtQm3wO9S3ltPfYOFD5033keQn9NJzIbtnZj+UdBJe7DYml/8TdbtHJW3j58SOnKhWY/5g==
-  dependencies:
-    layout-base "^2.0.0"
-
 cosmiconfig@^6.0.0:
   version "6.0.0"
   resolved "https://registry.yarnpkg.com/cosmiconfig/-/cosmiconfig-6.0.0.tgz#da4fee853c52f6b1e6935f41c1a2fc50bd4a9982"
@@ -6211,20 +6204,10 @@ cytoscape-cose-bilkent@^4.1.0:
   dependencies:
     cose-base "^1.0.0"
 
-cytoscape-fcose@^2.1.0:
-  version "2.2.0"
-  resolved "https://registry.yarnpkg.com/cytoscape-fcose/-/cytoscape-fcose-2.2.0.tgz#e4d6f6490df4fab58ae9cea9e5c3ab8d7472f471"
-  integrity sha512-ki1/VuRIHFCzxWNrsshHYPs6L7TvLu3DL+TyIGEsRcvVERmxokbf5Gdk7mFxZnTdiGtnA4cfSmjZJMviqSuZrQ==
-  dependencies:
-    cose-base "^2.2.0"
-
-cytoscape@^3.23.0:
-  version "3.28.1"
-  resolved "https://registry.yarnpkg.com/cytoscape/-/cytoscape-3.28.1.tgz#f32c3e009bdf32d47845a16a4cd2be2bbc01baf7"
-  integrity sha512-xyItz4O/4zp9/239wCcH8ZcFuuZooEeF8KHRmzjDfGdXsj3OG9MFSMA0pJE0uX3uCN/ygof6hHf4L7lst+JaDg==
-  dependencies:
-    heap "^0.2.6"
-    lodash "^4.17.21"
+cytoscape@^3.28.1:
+  version "3.30.2"
+  resolved "https://registry.yarnpkg.com/cytoscape/-/cytoscape-3.30.2.tgz#94149707fb6547a55e3b44f03ffe232706212161"
+  integrity sha512-oICxQsjW8uSaRmn4UK/jkczKOqTrVqt5/1WL0POiJUT2EKNc9STM4hYFHv917yu55aTBMFNRzymlJhVAiWPCxw==
 
 "d3-array@1 - 2":
   version "2.12.1"
@@ -6813,7 +6796,12 @@ domhandler@^5.0.2, domhandler@^5.0.3:
   dependencies:
     domelementtype "^2.3.0"
 
-dompurify@^3.0.5, dompurify@^3.0.6:
+"dompurify@^3.0.5 <3.1.7":
+  version "3.1.6"
+  resolved "https://registry.yarnpkg.com/dompurify/-/dompurify-3.1.6.tgz#43c714a94c6a7b8801850f82e756685300a027e2"
+  integrity sha512-cTOAhc36AalkjtBpfG6O8JimdTMWNXjiePT2xQH/ppBGi/4uIpmj8eKyIkMJErXWARyINV/sB38yf8JCLF5pbQ==
+
+dompurify@^3.0.6:
   version "3.0.8"
   resolved "https://registry.yarnpkg.com/dompurify/-/dompurify-3.0.8.tgz#e0021ab1b09184bc8af7e35c7dd9063f43a8a437"
   integrity sha512-b7uwreMYL2eZhrSCRC4ahLTeZcPZxSmYfmcQGXGkXiZSNW1X85v+SDM5KsWcpivIiUBH47Ji7NtyUdpLeF5JZQ==
@@ -6876,10 +6864,10 @@ electron-to-chromium@^1.4.668:
   resolved "https://registry.yarnpkg.com/electron-to-chromium/-/electron-to-chromium-1.4.756.tgz#7b872ed8c8c5bee571be771730225d6d2a37fe45"
   integrity sha512-RJKZ9+vEBMeiPAvKNWyZjuYyUqMndcP1f335oHqn3BEQbs2NFtVrnK5+6Xg5wSM9TknNNpWghGDUCKGYF+xWXw==
 
-elkjs@^0.8.2:
-  version "0.8.2"
-  resolved "https://registry.yarnpkg.com/elkjs/-/elkjs-0.8.2.tgz#c37763c5a3e24e042e318455e0147c912a7c248e"
-  integrity sha512-L6uRgvZTH+4OF5NE/MBbzQx/WYpru1xCBE9respNj6qznEewGUIfhzmm7horWWxbNO2M0WckQypGctR8lH79xQ==
+elkjs@^0.9.0:
+  version "0.9.3"
+  resolved "https://registry.yarnpkg.com/elkjs/-/elkjs-0.9.3.tgz#16711f8ceb09f1b12b99e971b138a8384a529161"
+  integrity sha512-f/ZeWvW/BCXbhGEf1Ujp29EASo/lk1FDnETgNKwJrsVvGZhUWCZyg3xLJjAsxfOmt8KjswHmI5EwCQcPMpOYhQ==
 
 elliptic@6.5.4, elliptic@^6.5.3, elliptic@^6.5.4:
   version "6.5.4"
@@ -7981,11 +7969,6 @@ he@^1.2.0:
   resolved "https://registry.yarnpkg.com/he/-/he-1.2.0.tgz#84ae65fa7eafb165fddb61566ae14baf05664f0f"
   integrity sha512-F/1DnUGPopORZi0ni+CvrCgHQ5FyEAHRLSApuYWMmrbSwoN2Mn/7k+Gl38gJnR7yyDZk6WLXwiGod1JOWNDKGw==
 
-heap@^0.2.6:
-  version "0.2.7"
-  resolved "https://registry.yarnpkg.com/heap/-/heap-0.2.7.tgz#1e6adf711d3f27ce35a81fe3b7bd576c2260a8fc"
-  integrity sha512-2bsegYkkHO+h/9MGbn6KWcE45cHZgPANo5LXF7EvWdT0yT2EguSVO1nDgU5c8+ZOPwp2vMNa7YFsJhVcDR9Sdg==
-
 highlight.js@^10.4.1, highlight.js@~10.7.0:
   version "10.7.3"
   resolved "https://registry.yarnpkg.com/highlight.js/-/highlight.js-10.7.3.tgz#697272e3991356e40c3cac566a74eef681756531"
@@ -8855,6 +8838,13 @@ jsonfile@^6.0.1:
   optionalDependencies:
     graceful-fs "^4.1.6"
 
+katex@^0.16.9:
+  version "0.16.11"
+  resolved "https://registry.yarnpkg.com/katex/-/katex-0.16.11.tgz#4bc84d5584f996abece5f01c6ad11304276a33f5"
+  integrity sha512-RQrI8rlHY92OLf3rho/Ts8i/XvjgguEjOkO1BEXcU3N8BqPpSzBNwV/G0Ukr+P/l3ivvJUE/Fa/CwbS6HesGNQ==
+  dependencies:
+    commander "^8.3.0"
+
 keyv@^4.5.3:
   version "4.5.4"
   resolved "https://registry.yarnpkg.com/keyv/-/keyv-4.5.4.tgz#a879a99e29452f942439f2a405e3af8b31d4de93"
@@ -8907,11 +8897,6 @@ layout-base@^1.0.0:
   resolved "https://registry.yarnpkg.com/layout-base/-/layout-base-1.0.2.tgz#1291e296883c322a9dd4c5dd82063721b53e26e2"
   integrity sha512-8h2oVEZNktL4BH2JCOI90iD1yXwL6iNW7KcCKT2QZgQJR2vbqDsldCTPRU9NifTCqHZci57XvQQ15YTu+sTYPg==
 
-layout-base@^2.0.0:
-  version "2.0.1"
-  resolved "https://registry.yarnpkg.com/layout-base/-/layout-base-2.0.1.tgz#d0337913586c90f9c2c075292069f5c2da5dd285"
-  integrity sha512-dp3s92+uNI1hWIpPGH3jK2kxE2lMjdXdr+DH8ynZHpd6PUlH6x6cbuXnoMmiNumznqaNO31xu9e79F0uuZ0JFg==
-
 leven@^3.1.0:
   version "3.1.0"
   resolved "https://registry.yarnpkg.com/leven/-/leven-3.1.0.tgz#77891de834064cccba82ae7842bb6b14a13ed7f2"
@@ -9486,22 +9471,22 @@ merge2@^1.3.0, merge2@^1.4.1:
   integrity sha512-8q7VEgMJW4J8tcfVPy8g09NcQwZdbwFEqhe/WZkoIzjn/3TGDwtOCYtXGxA3O8tPzpczCCDgv+P2P5y00ZJOOg==
 
 mermaid@^10.4.0:
-  version "10.6.1"
-  resolved "https://registry.yarnpkg.com/mermaid/-/mermaid-10.6.1.tgz#701f4160484137a417770ce757ce1887a98c00fc"
-  integrity sha512-Hky0/RpOw/1il9X8AvzOEChfJtVvmXm+y7JML5C//ePYMy0/9jCEmW1E1g86x9oDfW9+iVEdTV/i+M6KWRNs4A==
+  version "10.9.3"
+  resolved "https://registry.yarnpkg.com/mermaid/-/mermaid-10.9.3.tgz#90bc6f15c33dbe5d9507fed31592cc0d88fee9f7"
+  integrity sha512-V80X1isSEvAewIL3xhmz/rVmc27CVljcsbWxkxlWJWY/1kQa4XOABqpDl2qQLGKzpKm6WbTfUEKImBlUfFYArw==
   dependencies:
     "@braintree/sanitize-url" "^6.0.1"
     "@types/d3-scale" "^4.0.3"
     "@types/d3-scale-chromatic" "^3.0.0"
-    cytoscape "^3.23.0"
+    cytoscape "^3.28.1"
     cytoscape-cose-bilkent "^4.1.0"
-    cytoscape-fcose "^2.1.0"
     d3 "^7.4.0"
     d3-sankey "^0.12.3"
     dagre-d3-es "7.0.10"
     dayjs "^1.11.7"
-    dompurify "^3.0.5"
-    elkjs "^0.8.2"
+    dompurify "^3.0.5 <3.1.7"
+    elkjs "^0.9.0"
+    katex "^0.16.9"
     khroma "^2.0.0"
     lodash-es "^4.17.21"
     mdast-util-from-markdown "^1.3.0"