diff --git a/client/package-lock.json b/client/package-lock.json
index c745982..015663d 100644
--- a/client/package-lock.json
+++ b/client/package-lock.json
@@ -9,9 +9,10 @@
       "version": "0.0.0",
       "dependencies": {
         "@tailwindcss/vite": "^4.1.18",
+        "@types/d3": "^7.4.3",
+        "d3": "^7.9.0",
         "react": "^19.2.0",
         "react-dom": "^19.2.0",
-        "reactflow": "^11.11.4",
         "tailwindcss": "^4.1.18"
       },
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@@ -20,15 +21,31 @@
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         "@types/react-dom": "^19.2.3",
         "@vitejs/plugin-react": "^5.1.1",
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         "eslint": "^9.39.1",
         "eslint-plugin-react-hooks": "^7.0.1",
         "eslint-plugin-react-refresh": "^0.4.24",
         "globals": "^16.5.0",
+        "postcss": "^8.5.6",
+        "tailwindcss": "^3.4.1",
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         "typescript-eslint": "^8.46.4",
         "vite": "^7.2.4"
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+    "node_modules/@alloc/quick-lru": {
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+      "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
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+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
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     "node_modules/@babel/code-frame": {
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       "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.28.6.tgz",
@@ -981,106 +998,42 @@
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-        "zustand": "^4.4.1"
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-    "node_modules/@reactflow/controls": {
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-      "resolved": "https://registry.npmjs.org/@reactflow/controls/-/controls-11.2.14.tgz",
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-      "resolved": "https://registry.npmjs.org/@reactflow/core/-/core-11.11.4.tgz",
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-        "classcat": "^5.0.4",
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-        "zustand": "^4.4.1"
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-      "peerDependencies": {
-        "react": ">=17",
-        "react-dom": ">=17"
+      "engines": {
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-    "node_modules/@reactflow/node-toolbar": {
-      "version": "1.3.14",
-      "resolved": "https://registry.npmjs.org/@reactflow/node-toolbar/-/node-toolbar-1.3.14.tgz",
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+    "node_modules/@nodelib/fs.walk": {
+      "version": "1.2.8",
+      "resolved": "https://registry.npmjs.org/@nodelib/fs.walk/-/fs.walk-1.2.8.tgz",
+      "integrity": "sha512-oGB+UxlgWcgQkgwo8GcEGwemoTFt3FIO9ababBmaGwXIoBKZ+GTy0pP185beGg7Llih/NSHSV2XAs1lnznocSg==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@reactflow/core": "11.11.4",
-        "classcat": "^5.0.3",
-        "zustand": "^4.4.1"
+        "@nodelib/fs.scandir": "2.1.5",
+        "fastq": "^1.6.0"
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-      "peerDependencies": {
-        "react": ">=17",
-        "react-dom": ">=17"
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     "node_modules/@rolldown/pluginutils": {
@@ -1430,6 +1383,12 @@
         "tailwindcss": "4.1.18"
       }
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+    "node_modules/@tailwindcss/node/node_modules/tailwindcss": {
+      "version": "4.1.18",
+      "resolved": "https://registry.npmjs.org/tailwindcss/-/tailwindcss-4.1.18.tgz",
+      "integrity": "sha512-4+Z+0yiYyEtUVCScyfHCxOYP06L5Ne+JiHhY2IjR2KWMIWhJOYZKLSGZaP5HkZ8+bY0cxfzwDE5uOmzFXyIwxw==",
+      "license": "MIT"
+    },
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       "resolved": "https://registry.npmjs.org/@tailwindcss/oxide/-/oxide-4.1.18.tgz",
@@ -1672,6 +1631,12 @@
         "vite": "^5.2.0 || ^6 || ^7"
       }
     },
+    "node_modules/@tailwindcss/vite/node_modules/tailwindcss": {
+      "version": "4.1.18",
+      "resolved": "https://registry.npmjs.org/tailwindcss/-/tailwindcss-4.1.18.tgz",
+      "integrity": "sha512-4+Z+0yiYyEtUVCScyfHCxOYP06L5Ne+JiHhY2IjR2KWMIWhJOYZKLSGZaP5HkZ8+bY0cxfzwDE5uOmzFXyIwxw==",
+      "license": "MIT"
+    },
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       "version": "7.20.5",
       "resolved": "https://registry.npmjs.org/@types/babel__core/-/babel__core-7.20.5.tgz",
@@ -2003,7 +1968,7 @@
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-      "devOptional": true,
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "csstype": "^3.2.2"
@@ -2365,6 +2330,47 @@
         "url": "https://github.com/chalk/ansi-styles?sponsor=1"
       }
     },
+    "node_modules/any-promise": {
+      "version": "1.3.0",
+      "resolved": "https://registry.npmjs.org/any-promise/-/any-promise-1.3.0.tgz",
+      "integrity": "sha512-7UvmKalWRt1wgjL1RrGxoSJW/0QZFIegpeGvZG9kjp8vrRu55XTHbwnqq2GpXm9uLbcuhxm3IqX9OB4MZR1b2A==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/anymatch": {
+      "version": "3.1.3",
+      "resolved": "https://registry.npmjs.org/anymatch/-/anymatch-3.1.3.tgz",
+      "integrity": "sha512-KMReFUr0B4t+D+OBkjR3KYqvocp2XaSzO55UcB6mgQMd3KbcE+mWTyvVV7D/zsdEbNnV6acZUutkiHQXvTr1Rw==",
+      "dev": true,
+      "license": "ISC",
+      "dependencies": {
+        "normalize-path": "^3.0.0",
+        "picomatch": "^2.0.4"
+      },
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "node_modules/anymatch/node_modules/picomatch": {
+      "version": "2.3.1",
+      "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-2.3.1.tgz",
+      "integrity": "sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=8.6"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/jonschlinkert"
+      }
+    },
+    "node_modules/arg": {
+      "version": "5.0.2",
+      "resolved": "https://registry.npmjs.org/arg/-/arg-5.0.2.tgz",
+      "integrity": "sha512-PYjyFOLKQ9y57JvQ6QLo8dAgNqswh8M1RMJYdQduT6xbWSgK36P/Z/v+p888pM69jMMfS8Xd8F6I1kQ/I9HUGg==",
+      "dev": true,
+      "license": "MIT"
+    },
     "node_modules/argparse": {
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       "resolved": "https://registry.npmjs.org/argparse/-/argparse-2.0.1.tgz",
@@ -2372,6 +2378,43 @@
       "dev": true,
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+    "node_modules/autoprefixer": {
+      "version": "10.4.23",
+      "resolved": "https://registry.npmjs.org/autoprefixer/-/autoprefixer-10.4.23.tgz",
+      "integrity": "sha512-YYTXSFulfwytnjAPlw8QHncHJmlvFKtczb8InXaAx9Q0LbfDnfEYDE55omerIJKihhmU61Ft+cAOSzQVaBUmeA==",
+      "dev": true,
+      "funding": [
+        {
+          "type": "opencollective",
+          "url": "https://opencollective.com/postcss/"
+        },
+        {
+          "type": "tidelift",
+          "url": "https://tidelift.com/funding/github/npm/autoprefixer"
+        },
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/ai"
+        }
+      ],
+      "license": "MIT",
+      "dependencies": {
+        "browserslist": "^4.28.1",
+        "caniuse-lite": "^1.0.30001760",
+        "fraction.js": "^5.3.4",
+        "picocolors": "^1.1.1",
+        "postcss-value-parser": "^4.2.0"
+      },
+      "bin": {
+        "autoprefixer": "bin/autoprefixer"
+      },
+      "engines": {
+        "node": "^10 || ^12 || >=14"
+      },
+      "peerDependencies": {
+        "postcss": "^8.1.0"
+      }
+    },
     "node_modules/balanced-match": {
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       "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.2.tgz",
@@ -2389,6 +2432,19 @@
         "baseline-browser-mapping": "dist/cli.js"
       }
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+    "node_modules/binary-extensions": {
+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/binary-extensions/-/binary-extensions-2.3.0.tgz",
+      "integrity": "sha512-Ceh+7ox5qe7LJuLHoY0feh3pHuUDHAcRUeyL2VYghZwfpkNIy/+8Ocg0a3UuSoYzavmylwuLWQOf3hl0jjMMIw==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=8"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
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     "node_modules/brace-expansion": {
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       "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.12.tgz",
@@ -2400,6 +2456,19 @@
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       }
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+    "node_modules/braces": {
+      "version": "3.0.3",
+      "resolved": "https://registry.npmjs.org/braces/-/braces-3.0.3.tgz",
+      "integrity": "sha512-yQbXgO/OSZVD2IsiLlro+7Hf6Q18EJrKSEsdoMzKePKXct3gvD8oLcOQdIzGupr5Fj+EDe8gO/lxc1BzfMpxvA==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "fill-range": "^7.1.1"
+      },
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+        "node": ">=8"
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@@ -2444,6 +2513,16 @@
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+    "node_modules/camelcase-css": {
+      "version": "2.0.1",
+      "resolved": "https://registry.npmjs.org/camelcase-css/-/camelcase-css-2.0.1.tgz",
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+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">= 6"
+      }
+    },
     "node_modules/caniuse-lite": {
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       "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001764.tgz",
@@ -2482,11 +2561,43 @@
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-      "resolved": "https://registry.npmjs.org/classcat/-/classcat-5.0.5.tgz",
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-      "license": "MIT"
+    "node_modules/chokidar": {
+      "version": "3.6.0",
+      "resolved": "https://registry.npmjs.org/chokidar/-/chokidar-3.6.0.tgz",
+      "integrity": "sha512-7VT13fmjotKpGipCW9JEQAusEPE+Ei8nl6/g4FBAmIm0GOOLMua9NDDo/DWp0ZAxCr3cPq5ZpBqmPAQgDda2Pw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "anymatch": "~3.1.2",
+        "braces": "~3.0.2",
+        "glob-parent": "~5.1.2",
+        "is-binary-path": "~2.1.0",
+        "is-glob": "~4.0.1",
+        "normalize-path": "~3.0.0",
+        "readdirp": "~3.6.0"
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+      "engines": {
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+        "url": "https://paulmillr.com/funding/"
+      },
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+      "resolved": "https://registry.npmjs.org/glob-parent/-/glob-parent-5.1.2.tgz",
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+      "license": "ISC",
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+      },
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     "node_modules/color-convert": {
       "version": "2.0.1",
@@ -2508,6 +2619,15 @@
       "dev": true,
       "license": "MIT"
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+      "resolved": "https://registry.npmjs.org/commander/-/commander-7.2.0.tgz",
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+      "license": "MIT",
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       "resolved": "https://registry.npmjs.org/concat-map/-/concat-map-0.0.1.tgz",
@@ -2537,13 +2657,116 @@
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+      "resolved": "https://registry.npmjs.org/cssesc/-/cssesc-3.0.0.tgz",
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+      "dev": true,
+      "license": "MIT",
+      "bin": {
+        "cssesc": "bin/cssesc"
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-      "devOptional": true,
+      "dev": true,
       "license": "MIT"
     },
+    "node_modules/d3": {
+      "version": "7.9.0",
+      "resolved": "https://registry.npmjs.org/d3/-/d3-7.9.0.tgz",
+      "integrity": "sha512-e1U46jVP+w7Iut8Jt8ri1YsPOvFpg46k+K8TpCb0P+zjCkjkPnV7WzfDJzMHy1LnA+wj5pLT1wjO901gLXeEhA==",
+      "license": "ISC",
+      "dependencies": {
+        "d3-array": "3",
+        "d3-axis": "3",
+        "d3-brush": "3",
+        "d3-chord": "3",
+        "d3-color": "3",
+        "d3-contour": "4",
+        "d3-delaunay": "6",
+        "d3-dispatch": "3",
+        "d3-drag": "3",
+        "d3-dsv": "3",
+        "d3-ease": "3",
+        "d3-fetch": "3",
+        "d3-force": "3",
+        "d3-format": "3",
+        "d3-geo": "3",
+        "d3-hierarchy": "3",
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+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
+        {
+          "type": "patreon",
+          "url": "https://www.patreon.com/feross"
+        },
+        {
+          "type": "consulting",
+          "url": "https://feross.org/support"
+        }
+      ],
+      "license": "MIT"
+    },
     "node_modules/react": {
       "version": "19.2.3",
       "resolved": "https://registry.npmjs.org/react/-/react-19.2.3.tgz",
@@ -3813,22 +4699,61 @@
         "node": ">=0.10.0"
       }
     },
-    "node_modules/reactflow": {
-      "version": "11.11.4",
-      "resolved": "https://registry.npmjs.org/reactflow/-/reactflow-11.11.4.tgz",
-      "integrity": "sha512-70FOtJkUWH3BAOsN+LU9lCrKoKbtOPnz2uq0CV2PLdNSwxTXOhCbsZr50GmZ+Rtw3jx8Uv7/vBFtCGixLfd4Og==",
+    "node_modules/read-cache": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/read-cache/-/read-cache-1.0.0.tgz",
+      "integrity": "sha512-Owdv/Ft7IjOgm/i0xvNDZ1LrRANRfew4b2prF3OWMQLxLfu3bS8FVhCsrSCMK4lR56Y9ya+AThoTpDCTxCmpRA==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "pify": "^2.3.0"
+      }
+    },
+    "node_modules/readdirp": {
+      "version": "3.6.0",
+      "resolved": "https://registry.npmjs.org/readdirp/-/readdirp-3.6.0.tgz",
+      "integrity": "sha512-hOS089on8RduqdbhvQ5Z37A0ESjsqz6qnRcffsMU3495FuTdqSm+7bhJ29JvIOsBDEEnan5DPu9t3To9VRlMzA==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@reactflow/background": "11.3.14",
-        "@reactflow/controls": "11.2.14",
-        "@reactflow/core": "11.11.4",
-        "@reactflow/minimap": "11.7.14",
-        "@reactflow/node-resizer": "2.2.14",
-        "@reactflow/node-toolbar": "1.3.14"
+        "picomatch": "^2.2.1"
       },
-      "peerDependencies": {
-        "react": ">=17",
-        "react-dom": ">=17"
+      "engines": {
+        "node": ">=8.10.0"
+      }
+    },
+    "node_modules/readdirp/node_modules/picomatch": {
+      "version": "2.3.1",
+      "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-2.3.1.tgz",
+      "integrity": "sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=8.6"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/jonschlinkert"
+      }
+    },
+    "node_modules/resolve": {
+      "version": "1.22.11",
+      "resolved": "https://registry.npmjs.org/resolve/-/resolve-1.22.11.tgz",
+      "integrity": "sha512-RfqAvLnMl313r7c9oclB1HhUEAezcpLjz95wFH4LVuhk9JF/r22qmVP9AMmOU4vMX7Q8pN8jwNg/CSpdFnMjTQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "is-core-module": "^2.16.1",
+        "path-parse": "^1.0.7",
+        "supports-preserve-symlinks-flag": "^1.0.0"
+      },
+      "bin": {
+        "resolve": "bin/resolve"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
       }
     },
     "node_modules/resolve-from": {
@@ -3841,6 +4766,23 @@
         "node": ">=4"
       }
     },
+    "node_modules/reusify": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/reusify/-/reusify-1.1.0.tgz",
+      "integrity": "sha512-g6QUff04oZpHs0eG5p83rFLhHeV00ug/Yf9nZM6fLeUrPguBTkTQOdpAWWspMh55TZfVQDPaN3NQJfbVRAxdIw==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "iojs": ">=1.0.0",
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/robust-predicates": {
+      "version": "3.0.2",
+      "resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.2.tgz",
+      "integrity": "sha512-IXgzBWvWQwE6PrDI05OvmXUIruQTcoMDzRsOd5CDvHCVLcLHMTSYvOK5Cm46kWqlV3yAbuSpBZdJ5oP5OUoStg==",
+      "license": "Unlicense"
+    },
     "node_modules/rollup": {
       "version": "4.55.1",
       "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.55.1.tgz",
@@ -3885,6 +4827,42 @@
         "fsevents": "~2.3.2"
       }
     },
+    "node_modules/run-parallel": {
+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/run-parallel/-/run-parallel-1.2.0.tgz",
+      "integrity": "sha512-5l4VyZR86LZ/lDxZTR6jqL8AFE2S0IFLMP26AbjsLVADxHdhB/c0GUsH+y39UfCi3dzz8OlQuPmnaJOMoDHQBA==",
+      "dev": true,
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
+        {
+          "type": "patreon",
+          "url": "https://www.patreon.com/feross"
+        },
+        {
+          "type": "consulting",
+          "url": "https://feross.org/support"
+        }
+      ],
+      "license": "MIT",
+      "dependencies": {
+        "queue-microtask": "^1.2.2"
+      }
+    },
+    "node_modules/rw": {
+      "version": "1.3.3",
+      "resolved": "https://registry.npmjs.org/rw/-/rw-1.3.3.tgz",
+      "integrity": "sha512-PdhdWy89SiZogBLaw42zdeqtRJ//zFd2PgQavcICDUgJT5oW10QCRKbJ6bg4r0/UY2M6BWd5tkxuGFRvCkgfHQ==",
+      "license": "BSD-3-Clause"
+    },
+    "node_modules/safer-buffer": {
+      "version": "2.1.2",
+      "resolved": "https://registry.npmjs.org/safer-buffer/-/safer-buffer-2.1.2.tgz",
+      "integrity": "sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg==",
+      "license": "MIT"
+    },
     "node_modules/scheduler": {
       "version": "0.27.0",
       "resolved": "https://registry.npmjs.org/scheduler/-/scheduler-0.27.0.tgz",
@@ -3946,6 +4924,39 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/sucrase": {
+      "version": "3.35.1",
+      "resolved": "https://registry.npmjs.org/sucrase/-/sucrase-3.35.1.tgz",
+      "integrity": "sha512-DhuTmvZWux4H1UOnWMB3sk0sbaCVOoQZjv8u1rDoTV0HTdGem9hkAZtl4JZy8P2z4Bg0nT+YMeOFyVr4zcG5Tw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@jridgewell/gen-mapping": "^0.3.2",
+        "commander": "^4.0.0",
+        "lines-and-columns": "^1.1.6",
+        "mz": "^2.7.0",
+        "pirates": "^4.0.1",
+        "tinyglobby": "^0.2.11",
+        "ts-interface-checker": "^0.1.9"
+      },
+      "bin": {
+        "sucrase": "bin/sucrase",
+        "sucrase-node": "bin/sucrase-node"
+      },
+      "engines": {
+        "node": ">=16 || 14 >=14.17"
+      }
+    },
+    "node_modules/sucrase/node_modules/commander": {
+      "version": "4.1.1",
+      "resolved": "https://registry.npmjs.org/commander/-/commander-4.1.1.tgz",
+      "integrity": "sha512-NOKm8xhkzAjzFx8B2v5OAHT+u5pRQc2UCa2Vq9jYL/31o2wi9mxBA7LIFs3sV5VSC49z6pEhfbMULvShKj26WA==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">= 6"
+      }
+    },
     "node_modules/supports-color": {
       "version": "7.2.0",
       "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-7.2.0.tgz",
@@ -3959,11 +4970,66 @@
         "node": ">=8"
       }
     },
+    "node_modules/supports-preserve-symlinks-flag": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/supports-preserve-symlinks-flag/-/supports-preserve-symlinks-flag-1.0.0.tgz",
+      "integrity": "sha512-ot0WnXS9fgdkgIcePe6RHNk1WA8+muPa6cSjeR3V8K27q9BB1rTE3R1p7Hv0z1ZyAc8s6Vvv8DIyWf681MAt0w==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
     "node_modules/tailwindcss": {
-      "version": "4.1.18",
-      "resolved": "https://registry.npmjs.org/tailwindcss/-/tailwindcss-4.1.18.tgz",
-      "integrity": "sha512-4+Z+0yiYyEtUVCScyfHCxOYP06L5Ne+JiHhY2IjR2KWMIWhJOYZKLSGZaP5HkZ8+bY0cxfzwDE5uOmzFXyIwxw==",
-      "license": "MIT"
+      "version": "3.4.1",
+      "resolved": "https://registry.npmjs.org/tailwindcss/-/tailwindcss-3.4.1.tgz",
+      "integrity": "sha512-qAYmXRfk3ENzuPBakNK0SRrUDipP8NQnEY6772uDhflcQz5EhRdD7JNZxyrFHVQNCwULPBn6FNPp9brpO7ctcA==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@alloc/quick-lru": "^5.2.0",
+        "arg": "^5.0.2",
+        "chokidar": "^3.5.3",
+        "didyoumean": "^1.2.2",
+        "dlv": "^1.1.3",
+        "fast-glob": "^3.3.0",
+        "glob-parent": "^6.0.2",
+        "is-glob": "^4.0.3",
+        "jiti": "^1.19.1",
+        "lilconfig": "^2.1.0",
+        "micromatch": "^4.0.5",
+        "normalize-path": "^3.0.0",
+        "object-hash": "^3.0.0",
+        "picocolors": "^1.0.0",
+        "postcss": "^8.4.23",
+        "postcss-import": "^15.1.0",
+        "postcss-js": "^4.0.1",
+        "postcss-load-config": "^4.0.1",
+        "postcss-nested": "^6.0.1",
+        "postcss-selector-parser": "^6.0.11",
+        "resolve": "^1.22.2",
+        "sucrase": "^3.32.0"
+      },
+      "bin": {
+        "tailwind": "lib/cli.js",
+        "tailwindcss": "lib/cli.js"
+      },
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
+    "node_modules/tailwindcss/node_modules/jiti": {
+      "version": "1.21.7",
+      "resolved": "https://registry.npmjs.org/jiti/-/jiti-1.21.7.tgz",
+      "integrity": "sha512-/imKNG4EbWNrVjoNC/1H5/9GFy+tqjGBHCaSsN+P2RnPqjsLmv6UD3Ej+Kj8nBWaRAwyk7kK5ZUc+OEatnTR3A==",
+      "dev": true,
+      "license": "MIT",
+      "bin": {
+        "jiti": "bin/jiti.js"
+      }
     },
     "node_modules/tapable": {
       "version": "2.3.0",
@@ -3978,6 +5044,29 @@
         "url": "https://opencollective.com/webpack"
       }
     },
+    "node_modules/thenify": {
+      "version": "3.3.1",
+      "resolved": "https://registry.npmjs.org/thenify/-/thenify-3.3.1.tgz",
+      "integrity": "sha512-RVZSIV5IG10Hk3enotrhvz0T9em6cyHBLkH/YAZuKqd8hRkKhSfCGIcP2KUY0EPxndzANBmNllzWPwak+bheSw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "any-promise": "^1.0.0"
+      }
+    },
+    "node_modules/thenify-all": {
+      "version": "1.6.0",
+      "resolved": "https://registry.npmjs.org/thenify-all/-/thenify-all-1.6.0.tgz",
+      "integrity": "sha512-RNxQH/qI8/t3thXJDwcstUO4zeqo64+Uy/+sNVRBx4Xn2OX+OZ9oP+iJnNFqplFra2ZUVeKCSa2oVWi3T4uVmA==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "thenify": ">= 3.1.0 < 4"
+      },
+      "engines": {
+        "node": ">=0.8"
+      }
+    },
     "node_modules/tinyglobby": {
       "version": "0.2.15",
       "resolved": "https://registry.npmjs.org/tinyglobby/-/tinyglobby-0.2.15.tgz",
@@ -3994,6 +5083,19 @@
         "url": "https://github.com/sponsors/SuperchupuDev"
       }
     },
+    "node_modules/to-regex-range": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/to-regex-range/-/to-regex-range-5.0.1.tgz",
+      "integrity": "sha512-65P7iz6X5yEr1cwcgvQxbbIw7Uk3gOy5dIdtZ4rDveLqhrdJP+Li/Hx6tyK0NEb+2GCyneCMJiGqrADCSNk8sQ==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "is-number": "^7.0.0"
+      },
+      "engines": {
+        "node": ">=8.0"
+      }
+    },
     "node_modules/ts-api-utils": {
       "version": "2.4.0",
       "resolved": "https://registry.npmjs.org/ts-api-utils/-/ts-api-utils-2.4.0.tgz",
@@ -4007,6 +5109,13 @@
         "typescript": ">=4.8.4"
       }
     },
+    "node_modules/ts-interface-checker": {
+      "version": "0.1.13",
+      "resolved": "https://registry.npmjs.org/ts-interface-checker/-/ts-interface-checker-0.1.13.tgz",
+      "integrity": "sha512-Y/arvbn+rrz3JCKl9C4kVNfTfSm2/mEp5FSz5EsZSANGPSlQrpRI5M4PKF+mJnE52jOO90PnPSc3Ur3bTQw0gA==",
+      "dev": true,
+      "license": "Apache-2.0"
+    },
     "node_modules/type-check": {
       "version": "0.4.0",
       "resolved": "https://registry.npmjs.org/type-check/-/type-check-0.4.0.tgz",
@@ -4106,14 +5215,12 @@
         "punycode": "^2.1.0"
       }
     },
-    "node_modules/use-sync-external-store": {
-      "version": "1.6.0",
-      "resolved": "https://registry.npmjs.org/use-sync-external-store/-/use-sync-external-store-1.6.0.tgz",
-      "integrity": "sha512-Pp6GSwGP/NrPIrxVFAIkOQeyw8lFenOHijQWkUTrDvrF4ALqylP2C/KCkeS9dpUM3KvYRQhna5vt7IL95+ZQ9w==",
-      "license": "MIT",
-      "peerDependencies": {
-        "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
-      }
+    "node_modules/util-deprecate": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
+      "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==",
+      "dev": true,
+      "license": "MIT"
     },
     "node_modules/vite": {
       "version": "7.3.1",
@@ -4222,6 +5329,22 @@
       "dev": true,
       "license": "ISC"
     },
+    "node_modules/yaml": {
+      "version": "2.8.2",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.8.2.tgz",
+      "integrity": "sha512-mplynKqc1C2hTVYxd0PU2xQAc22TI1vShAYGksCCfxbn/dFwnHTNi1bvYsBTkhdUNtGIf5xNOg938rrSSYvS9A==",
+      "devOptional": true,
+      "license": "ISC",
+      "bin": {
+        "yaml": "bin.mjs"
+      },
+      "engines": {
+        "node": ">= 14.6"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/eemeli"
+      }
+    },
     "node_modules/yocto-queue": {
       "version": "0.1.0",
       "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
@@ -4257,34 +5380,6 @@
       "peerDependencies": {
         "zod": "^3.25.0 || ^4.0.0"
       }
-    },
-    "node_modules/zustand": {
-      "version": "4.5.7",
-      "resolved": "https://registry.npmjs.org/zustand/-/zustand-4.5.7.tgz",
-      "integrity": "sha512-CHOUy7mu3lbD6o6LJLfllpjkzhHXSBlX8B9+qPddUsIfeF5S/UZ5q0kmCsnRqT1UHFQZchNFDDzMbQsuesHWlw==",
-      "license": "MIT",
-      "dependencies": {
-        "use-sync-external-store": "^1.2.2"
-      },
-      "engines": {
-        "node": ">=12.7.0"
-      },
-      "peerDependencies": {
-        "@types/react": ">=16.8",
-        "immer": ">=9.0.6",
-        "react": ">=16.8"
-      },
-      "peerDependenciesMeta": {
-        "@types/react": {
-          "optional": true
-        },
-        "immer": {
-          "optional": true
-        },
-        "react": {
-          "optional": true
-        }
-      }
     }
   }
 }
diff --git a/client/package.json b/client/package.json
index bf63d19..e3722fa 100644
--- a/client/package.json
+++ b/client/package.json
@@ -11,9 +11,10 @@
   },
   "dependencies": {
     "@tailwindcss/vite": "^4.1.18",
+    "@types/d3": "^7.4.3",
+    "d3": "^7.9.0",
     "react": "^19.2.0",
     "react-dom": "^19.2.0",
-    "reactflow": "^11.11.4",
     "tailwindcss": "^4.1.18"
   },
   "devDependencies": {
@@ -22,10 +23,13 @@
     "@types/react": "^19.2.5",
     "@types/react-dom": "^19.2.3",
     "@vitejs/plugin-react": "^5.1.1",
+    "autoprefixer": "^10.4.23",
     "eslint": "^9.39.1",
     "eslint-plugin-react-hooks": "^7.0.1",
     "eslint-plugin-react-refresh": "^0.4.24",
     "globals": "^16.5.0",
+    "postcss": "^8.5.6",
+    "tailwindcss": "^3.4.1",
     "typescript": "~5.9.3",
     "typescript-eslint": "^8.46.4",
     "vite": "^7.2.4"
diff --git a/client/pngtree-network-and-connectivity-icon-abstract-node-link-structure-outline-vector-illustration-png-image_14724142.png b/client/pngtree-network-and-connectivity-icon-abstract-node-link-structure-outline-vector-illustration-png-image_14724142.png
new file mode 100644
index 0000000..90b02ca
Binary files /dev/null and b/client/pngtree-network-and-connectivity-icon-abstract-node-link-structure-outline-vector-illustration-png-image_14724142.png differ
diff --git a/client/postcss.config.js b/client/postcss.config.js
new file mode 100644
index 0000000..2e7af2b
--- /dev/null
+++ b/client/postcss.config.js
@@ -0,0 +1,6 @@
+export default {
+  plugins: {
+    tailwindcss: {},
+    autoprefixer: {},
+  },
+}
diff --git a/client/src/App.tsx b/client/src/App.tsx
index 80760c7..9435088 100644
--- a/client/src/App.tsx
+++ b/client/src/App.tsx
@@ -1,31 +1,81 @@
-import { useState } from 'react';
+import { useState, useCallback } from 'react';
 import StartScreen from './components/StartScreen';
 import GameScreen from './components/GameScreen';
 import EndScreen from './components/EndScreen';
+import QuitScreen from './components/QuitScreen';
+import LeaderboardScreen from './components/LeaderboardScreen';
 import './App.css';
 
-type Screen = 'start' | 'game' | 'end';
+type Screen = 'start' | 'game' | 'end' | 'quit' | 'leaderboard';
 
 interface GameConfig {
   startWord: string;
   targetWord: string;
   playerName: string;
+  gameId: string;
+  shortestPath?: string[];
+  shortestPathString?: string;
+  optimalDistance?: number;
+}
+
+interface LeaderboardEntry {
+  playerName: string;
+  timeSeconds: number;
+  moves: number;
+  optimalDistance: number;
+  score: number;
 }
 
 function App() {
   const [screen, setScreen] = useState<Screen>('start');
   const [gameConfig, setGameConfig] = useState<GameConfig | null>(null);
   const [gameResult, setGameResult] = useState<any>(null);
+  const [leaderboard, setLeaderboard] = useState<LeaderboardEntry[]>([]);
+  const [leaderboardLoaded, setLeaderboardLoaded] = useState(false);
 
   const startGame = (config: GameConfig) => {
     setGameConfig(config);
     setScreen('game');
   };
 
-  const endGame = (result: any) => {
+  const endGame = async (result: any) => {
     setGameResult(result);
-    setScreen('end');
+    if (result.quit) {
+      setScreen('quit');
+    } else {
+      // Record leaderboard entry in Redis
+      if (result.playerName && result.timeSeconds !== undefined && result.moves !== undefined && result.optimalDistance) {
+        try {
+          await fetch('/api/leaderboard', {
+            method: 'POST',
+            headers: { 'Content-Type': 'application/json' },
+            body: JSON.stringify({
+              playerName: result.playerName,
+              timeSeconds: result.timeSeconds,
+              moves: result.moves,
+              optimalDistance: result.optimalDistance,
+            }),
+          });
+        } catch (e) {
+          // Optionally handle error
+        }
+      }
+      setScreen('end');
+    }
   };
+  const showLeaderboard = useCallback(async () => {
+    try {
+      const res = await fetch('/api/leaderboard');
+      if (res.ok) {
+        const data = await res.json();
+        setLeaderboard(data);
+        setLeaderboardLoaded(true);
+      }
+    } catch (e) {
+      // Optionally handle error
+    }
+    setScreen('leaderboard');
+  }, []);
 
   const restart = () => {
     setGameConfig(null);
@@ -34,21 +84,31 @@ function App() {
   };
 
   return (
-    <div className="min-h-screen bg-gradient-to-br from-purple-500 to-pink-500">
+    <div className="min-h-screen bg-maroon-950">
       {screen === 'start' && <StartScreen onStart={startGame} />}
       {screen === 'game' && gameConfig && (
         <GameScreen
           startWord={gameConfig.startWord}
           targetWord={gameConfig.targetWord}
           playerName={gameConfig.playerName}
+          gameId={gameConfig.gameId}
+          shortestPath={gameConfig.shortestPath}
+          shortestPathString={gameConfig.shortestPathString}
+          optimalDistance={gameConfig.optimalDistance}
           onComplete={endGame}
         />
       )}
       {screen === 'end' && gameResult && (
-        <EndScreen result={gameResult} onRestart={restart} />
+        <EndScreen result={gameResult} onRestart={restart} onShowLeaderboard={showLeaderboard} />
+      )}
+      {screen === 'leaderboard' && (
+        <LeaderboardScreen leaderboard={leaderboard} onRestart={restart} />
+      )}
+      {screen === 'quit' && gameResult && (
+        <QuitScreen result={gameResult} onRestart={restart} />
       )}
     </div>
   );
 }
 
-export default App;
+export default App;
\ No newline at end of file
diff --git a/client/src/components/BubbleGraph.tsx b/client/src/components/BubbleGraph.tsx
new file mode 100644
index 0000000..d8e000c
--- /dev/null
+++ b/client/src/components/BubbleGraph.tsx
@@ -0,0 +1,219 @@
+import { useState, useEffect, useRef } from 'react';
+
+interface SynonymWithDefinition {
+  word: string;
+  definition: string;
+}
+
+interface Props {
+  previousWord: string | null;
+  currentWord: string;
+  targetWord: string;
+  synonyms: SynonymWithDefinition[];
+  isLoading: boolean;
+  onSelectWord: (word: string) => void;
+}
+
+export default function BubbleGraph({
+  previousWord,
+  currentWord,
+  targetWord,
+  synonyms,
+  isLoading,
+  onSelectWord,
+}: Props) {
+  const [selectedIndex, setSelectedIndex] = useState<number | null>(null);
+  const clickTimeoutRef = useRef<number | undefined>(undefined);
+
+  // Cleanup timeouts on unmount
+  useEffect(() => {
+    return () => {
+      if (clickTimeoutRef.current) {
+        clearTimeout(clickTimeoutRef.current);
+      }
+    };
+  }, []);
+
+  const handleSynonymClick = (synonym: SynonymWithDefinition, index: number) => {
+    if (synonym.word === 'No synonyms found' || synonym.word === 'Error loading synonyms') {
+      return;
+    }
+    setSelectedIndex(index);
+    
+    // Clear any existing timeout
+    if (clickTimeoutRef.current) {
+      clearTimeout(clickTimeoutRef.current);
+    }
+    
+    // Delay the word selection to allow animation to play
+    clickTimeoutRef.current = window.setTimeout(() => {
+      onSelectWord(synonym.word);
+      setSelectedIndex(null);
+      clickTimeoutRef.current = undefined;
+    }, 400);
+  };
+
+  // Calculate positions for synonym bubbles in an arc pattern
+  const getSynonymPosition = (index: number, total: number) => {
+    const arcWidth = 70; // Percentage of container width
+    const arcHeight = 30; // Vertical offset from bottom
+    const startAngle = -30; // Degrees
+    const endAngle = 30; // Degrees
+    
+    const angleRange = endAngle - startAngle;
+    const angle = startAngle + (angleRange * index) / Math.max(total - 1, 1);
+    const radians = (angle * Math.PI) / 180;
+    
+    const centerX = 50;
+    const x = centerX + Math.sin(radians) * arcWidth / 2;
+    const y = 70 + Math.cos(radians) * arcHeight;
+    
+    return { x, y };
+  };
+
+  const isTargetWord = (word: string) => word.toLowerCase() === targetWord.toLowerCase();
+
+  return (
+    <div className="relative w-full h-[600px] flex items-center justify-center">
+      <svg className="absolute inset-0 w-full h-full pointer-events-none" style={{ zIndex: 0 }}>
+        {/* Lines from current word to synonyms */}
+        {!isLoading && synonyms.length > 0 && synonyms[0].word !== 'No synonyms found' && (
+          <>
+            {synonyms.map((_, index) => {
+              const pos = getSynonymPosition(index, synonyms.length);
+              const opacity = selectedIndex !== null && selectedIndex !== index ? 0 : 0.3;
+              return (
+                <line
+                  key={`line-current-${index}`}
+                  x1="50%"
+                  y1="50%"
+                  x2={`${pos.x}%`}
+                  y2={`${pos.y}%`}
+                  stroke="url(#gradient)"
+                  strokeWidth="2"
+                  opacity={opacity}
+                  className="transition-opacity duration-300"
+                />
+              );
+            })}
+          </>
+        )}
+        
+        {/* Line from previous word to current word */}
+        {previousWord && (
+          <line
+            x1="50%"
+            y1="15%"
+            x2="50%"
+            y2="50%"
+            stroke="url(#gradient)"
+            strokeWidth="2"
+            opacity="0.3"
+          />
+        )}
+        
+        {/* Gradient definition */}
+        <defs>
+          <linearGradient id="gradient" x1="0%" y1="0%" x2="100%" y2="100%">
+            <stop offset="0%" stopColor="#a855f7" />
+            <stop offset="100%" stopColor="#ec4899" />
+          </linearGradient>
+        </defs>
+      </svg>
+
+      {/* Previous Word Bubble (Small, Top) */}
+      {previousWord && (
+        <div
+          className="absolute transition-all duration-500"
+          style={{
+            left: '50%',
+            top: '5%',
+            transform: 'translate(-50%, 0)',
+            zIndex: 1,
+          }}
+        >
+          <div className="bg-gradient-to-r from-purple-400/50 to-pink-400/50 backdrop-blur-sm rounded-full px-6 py-3 shadow-lg">
+            <p className="text-white font-medium text-sm">{previousWord}</p>
+          </div>
+        </div>
+      )}
+
+      {/* Current Word Bubble (Large, Center) */}
+      <div
+        className="absolute transition-all duration-500"
+        style={{
+          left: '50%',
+          top: '50%',
+          transform: 'translate(-50%, -50%)',
+          zIndex: 2,
+        }}
+      >
+        <div
+          className={`bg-gradient-to-r ${
+            isTargetWord(currentWord)
+              ? 'from-green-400 to-emerald-400'
+              : 'from-purple-500 to-pink-500'
+          } rounded-full px-12 py-8 shadow-2xl`}
+        >
+          <div className="text-center">
+            <p className="text-white/80 text-sm mb-1">Current Word</p>
+            <p className="text-white font-bold text-4xl">{currentWord}</p>
+          </div>
+        </div>
+      </div>
+
+      {/* Loading State */}
+      {isLoading && (
+        <div className="absolute" style={{ left: '50%', top: '75%', transform: 'translate(-50%, -50%)', zIndex: 3 }}>
+          <div className="flex flex-col items-center">
+            <div className="animate-spin rounded-full h-12 w-12 border-4 border-purple-500 border-t-transparent"></div>
+            <p className="text-gray-600 mt-4 font-medium">Loading synonyms...</p>
+          </div>
+        </div>
+      )}
+
+      {/* Synonym Bubbles (Medium, Bottom, Arc Pattern) */}
+      {!isLoading && synonyms.length > 0 && (
+        <>
+          {synonyms.map((synonym, index) => {
+            const pos = getSynonymPosition(index, synonyms.length);
+            const isDisabled = synonym.word === 'No synonyms found' || synonym.word === 'Error loading synonyms';
+            const isTarget = isTargetWord(synonym.word);
+            const isSelected = selectedIndex === index;
+            const shouldHide = selectedIndex !== null && selectedIndex !== index;
+            
+            return (
+              <div
+                key={index}
+                className={`absolute transition-all duration-300 ${
+                  shouldHide ? 'opacity-0 scale-50' : 'opacity-100 scale-100'
+                } ${isSelected ? 'scale-110' : ''}`}
+                style={{
+                  left: `${pos.x}%`,
+                  top: `${pos.y}%`,
+                  transform: 'translate(-50%, -50%)',
+                  zIndex: 3,
+                }}
+              >
+                <button
+                  onClick={() => handleSynonymClick(synonym, index)}
+                  disabled={isDisabled}
+                  className={`bg-gradient-to-r ${
+                    isTarget
+                      ? 'from-green-400 to-emerald-400 ring-4 ring-green-300 animate-pulse'
+                      : 'from-purple-400 to-pink-400'
+                  } rounded-full px-8 py-4 shadow-xl hover:scale-110 transition-transform disabled:opacity-50 disabled:cursor-not-allowed disabled:hover:scale-100`}
+                >
+                  <div className="text-center max-w-[200px]">
+                    <p className="text-white font-bold text-lg mb-1">{synonym.word}</p>
+                    <p className="text-white/90 text-xs line-clamp-2">{synonym.definition}</p>
+                  </div>
+                </button>
+              </div>
+            );
+          })}
+        </>
+      )}
+    </div>
+  );
+}
diff --git a/client/src/components/EndScreen.tsx b/client/src/components/EndScreen.tsx
index 0a9548c..822239f 100644
--- a/client/src/components/EndScreen.tsx
+++ b/client/src/components/EndScreen.tsx
@@ -4,60 +4,114 @@ interface Props {
     path: string[];
     moves: number;
     timeSeconds: number;
+    proximity?: number;
+    shortestPathString?: string;
+    optimalDistance?: number;
+    quit?: boolean;
   };
   onRestart: () => void;
+  onShowLeaderboard?: () => void;
 }
 
-export default function EndScreen({ result, onRestart }: Props) {
+export default function EndScreen({ result, onRestart, onShowLeaderboard }: Props) {
   const minutes = Math.floor(result.timeSeconds / 60);
   const seconds = result.timeSeconds % 60;
 
   return (
-    <div className="flex items-center justify-center min-h-screen p-4">
-      <div className="bg-white rounded-2xl shadow-2xl p-8 max-w-md w-full text-center">
-        <div className="text-6xl mb-4">🎉</div>
-        <h1 className="text-3xl font-bold mb-2">Congratulations!</h1>
-        <p className="text-xl text-gray-600 mb-2">{result.playerName}</p>
-        <p className="text-gray-600 mb-8">You reached the target word!</p>
+    <div className="flex items-center justify-center min-h-screen p-4 bg-gradient-to-br from-maroon-950 via-maroon-900 to-maroon-950 relative overflow-hidden">
+      {/* Floating celebration particles */}
+      <div className="absolute top-10 left-10 w-3 h-3 bg-yellow-400 rounded-full animate-ping"></div>
+      <div className="absolute top-20 right-20 w-2 h-2 bg-green-400 rounded-full animate-ping" style={{ animationDelay: '0.5s' }}></div>
+      <div className="absolute bottom-20 left-20 w-2 h-2 bg-maroon-400 rounded-full animate-ping" style={{ animationDelay: '1s' }}></div>
+      <div className="absolute bottom-10 right-10 w-3 h-3 bg-blue-400 rounded-full animate-ping" style={{ animationDelay: '1.5s' }}></div>
 
-        <div className="bg-gradient-to-r from-purple-100 to-pink-100 rounded-lg p-6 mb-6">
-          <div className="grid grid-cols-2 gap-4">
-            <div>
-              <p className="text-sm text-gray-600">Time</p>
-              <p className="text-2xl font-bold text-purple-600">
+      <div className="bg-white rounded-2xl shadow-2xl p-8 max-w-md w-full text-center relative">
+        {!result.quit && (
+          <div className="flex justify-center mb-4">
+            <div className="relative">
+              <div className="text-6xl animate-bounce">🏆</div>
+              <div className="absolute -top-2 -right-2 text-2xl animate-spin" style={{ animationDuration: '3s' }}>✨</div>
+            </div>
+          </div>
+        )}
+        <h1 className="text-3xl font-bold mb-2 text-maroon-900 animate-pulse">
+          {result.quit ? 'Game Over' : 'Congratulations!'}
+        </h1>
+        <p className="text-xl text-maroon-900 mb-2">{result.playerName}</p>
+        <p className="text-maroon-700 mb-8">
+          {result.quit ? 'You quit the game.' : 'You reached the target word!'}
+        </p>
+
+        <div className="bg-gradient-to-br from-maroon-50 to-maroon-100 rounded-lg p-6 mb-6 border-2 border-maroon-200 shadow-inner">
+          <div className="grid grid-cols-2 gap-6">
+            <div className="bg-white rounded-lg p-4 shadow-md transform hover:scale-105 transition-transform">
+              <div className="flex items-center justify-center mb-2">
+                <svg className="w-6 h-6 text-maroon-600" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                  <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 8v4l3 3m6-3a9 9 0 11-18 0 9 9 0 0118 0z" />
+                </svg>
+              </div>
+              <p className="text-xs text-maroon-700 uppercase tracking-wide mb-1">Time</p>
+              <p className="text-3xl font-bold text-maroon-900">
                 {minutes}:{seconds.toString().padStart(2, '0')}
               </p>
             </div>
-            <div>
-              <p className="text-sm text-gray-600">Moves</p>
-              <p className="text-2xl font-bold text-pink-600">{result.moves}</p>
+            <div className="bg-white rounded-lg p-4 shadow-md transform hover:scale-105 transition-transform">
+              <div className="flex items-center justify-center mb-2">
+                <svg className="w-6 h-6 text-maroon-600" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                  <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M13 7h8m0 0v8m0-8l-8 8-4-4-6 6" />
+                </svg>
+              </div>
+              <p className="text-xs text-maroon-700 uppercase tracking-wide mb-1">Moves</p>
+              <p className="text-3xl font-bold text-maroon-900">{result.moves}</p>
             </div>
           </div>
         </div>
-
         <div className="mb-6">
-          <p className="text-sm text-gray-600 mb-2">Your path:</p>
+          <p className="text-sm text-maroon-700 mb-2">Your path:</p>
           <div className="flex flex-wrap gap-2 justify-center">
             {result.path.map((word, index) => (
               <div key={index} className="flex items-center">
-                <span className="bg-gray-100 px-3 py-1 rounded-full text-sm">
+                <span className="bg-maroon-100 border border-maroon-300 text-maroon-900 px-3 py-1 rounded-full text-sm font-medium">
                   {word}
                 </span>
                 {index < result.path.length - 1 && (
-                  <span className="text-gray-400 mx-1">→</span>
+                  <span className="text-maroon-400 mx-1">→</span>
                 )}
               </div>
             ))}
           </div>
+          <div className="mt-4 text-xs text-maroon-700 text-center">
+            <span className="font-semibold">Optimal path:</span> <span className="font-mono">{result.shortestPathString || 'N/A'}</span>
+          </div>
+          <div className="mt-4 bg-maroon-50 rounded-lg p-4 border border-maroon-200">
+            {result.optimalDistance !== undefined && (
+              <p className="text-maroon-800 mb-1">Optimal distance: <span className="font-bold">{result.optimalDistance}</span></p>
+            )}
+          </div>
         </div>
 
-        <button
-          onClick={onRestart}
-          className="w-full bg-gradient-to-r from-purple-500 to-pink-500 text-white py-3 rounded-lg font-semibold hover:opacity-90 transition"
-        >
-          Play Again
-        </button>
+        <div className="flex flex-col gap-3">
+          <button
+            onClick={onRestart}
+            className="w-full bg-maroon-900 hover:bg-maroon-800 text-white py-3 rounded-lg font-semibold transition hover:shadow-xl transform hover:-translate-y-1 flex items-center justify-center gap-2"
+          >
+            <svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 4v5h.582m15.356 2A8.001 8.001 0 004.582 9m0 0H9m11 11v-5h-.581m0 0a8.003 8.003 0 01-15.357-2m15.357 2H15" />
+            </svg>
+            Play Again
+          </button>
+          <button
+            onClick={onShowLeaderboard}
+            className="w-full bg-yellow-600 hover:bg-yellow-700 text-white py-3 rounded-lg font-semibold transition hover:shadow-xl transform hover:-translate-y-1 flex items-center justify-center gap-2"
+          >
+            <svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M3 7h2a2 2 0 012 2v10a2 2 0 002 2h6a2 2 0 002-2V9a2 2 0 012-2h2" />
+              <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M16 3.13a4 4 0 01-8 0" />
+            </svg>
+            Leaderboard
+          </button>
+        </div>
       </div>
     </div>
   );
-}
+}
\ No newline at end of file
diff --git a/client/src/components/GameScreen.tsx b/client/src/components/GameScreen.tsx
index 0efaa59..370d8a0 100644
--- a/client/src/components/GameScreen.tsx
+++ b/client/src/components/GameScreen.tsx
@@ -3,114 +3,115 @@ import { useEffect } from 'react';
 import { useGame } from '../hooks/useGame';
 import { useTimer } from '../hooks/useTimer';
 
+interface GameResult {
+  playerName: string;
+  path: string[];
+  moves: number;
+  timeSeconds: number;
+  proximity?: number;
+  shortestPathString?: string;
+  optimalDistance?: number;
+  quit?: boolean;
+}
+
 interface Props {
   startWord: string;
   targetWord: string;
   playerName: string;
-  onComplete: (result: any) => void;
+  gameId: string;
+  shortestPath?: string[];
+  shortestPathString?: string;
+  optimalDistance?: number;
+  onComplete: (result: GameResult) => void;
 }
 
-export default function GameScreen({ startWord, targetWord, playerName, onComplete }: Props) {
-  const game = useGame(startWord, targetWord);
+export default function GameScreen({ startWord, targetWord, playerName, gameId, shortestPath, shortestPathString, optimalDistance, onComplete }: Props) {
+  const game = useGame(startWord, targetWord, gameId, shortestPath, shortestPathString, optimalDistance);
   const timer = useTimer(!game.isComplete);
 
   useEffect(() => {
-    game.fetchSynonyms(startWord);
-  }, []);
+    game.fetchWords(startWord);
+    if (shortestPath && shortestPathString) {
+      console.log('Shortest path length:', shortestPath.length - 1);
+      console.log('Shortest path (solution):', shortestPathString);
+    }
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [shortestPath, shortestPathString]);
 
   useEffect(() => {
     if (game.isComplete) {
       onComplete({
         playerName,
         path: game.path,
-        moves: game.path.length - 1,
+        moves: game.clickCount,
         timeSeconds: timer.seconds,
+        proximity: game.proximity,
+        shortestPathString: game.shortestPathString,
+        optimalDistance: game.optimalDistance,
       });
     }
+    // eslint-disable-next-line react-hooks/exhaustive-deps
   }, [game.isComplete]);
 
+  const handleQuit = () => {
+    onComplete({
+      playerName,
+      path: game.path,
+      moves: game.clickCount,
+      timeSeconds: timer.seconds,
+      proximity: game.proximity,
+      shortestPathString: game.shortestPathString,
+      optimalDistance: game.optimalDistance,
+      quit: true,
+    });
+  };
+
   return (
-    <div className="min-h-screen flex flex-col items-center justify-center p-4">
+    <div className="min-h-screen flex flex-col items-center justify-center p-4 bg-maroon-50">
       {/* Header */}
-      <div className="bg-white rounded-t-2xl shadow-xl p-6 w-full max-w-2xl">
+      <div className="bg-white rounded-t-2xl shadow-xl p-6 w-full max-w-6xl border-2 border-maroon-200">
         <div className="flex justify-between items-center">
           <div>
-            <p className="text-sm text-gray-600">Player</p>
-            <p className="text-xl font-bold text-purple-600">{playerName}</p>
+            <p className="text-sm text-maroon-700">Player</p>
+            <p className="text-xl font-bold text-maroon-900">{playerName}</p>
           </div>
           <div>
-            <p className="text-sm text-gray-600">Target</p>
-            <p className="text-2xl font-bold text-pink-600">{targetWord}</p>
+            <p className="text-sm text-maroon-700">Target</p>
+            <p className="text-2xl font-bold text-maroon-900">{targetWord}</p>
           </div>
           <div className="text-right">
-            <p className="text-sm text-gray-600">Time</p>
-            <p className="text-2xl font-bold text-purple-600">{timer.formattedTime}</p>
+            <p className="text-sm text-maroon-700">Time</p>
+            <p className="text-2xl font-bold text-maroon-900">{timer.formattedTime}</p>
           </div>
           <div className="text-right">
-            <p className="text-sm text-gray-600">Moves</p>
-            <p className="text-2xl font-bold text-pink-600">{game.path.length - 1}</p>
+            <p className="text-sm text-maroon-700">Moves</p>
+            <p className="text-2xl font-bold text-maroon-900">{game.clickCount}</p>
           </div>
         </div>
-      </div>
-
-      {/* Current Word */}
-      <div className="bg-white shadow-xl p-8 w-full max-w-2xl">
-        <div className="text-center mb-8">
-          <p className="text-gray-600 mb-2">Current Word</p>
-          <h2 className="text-5xl font-bold text-gray-800">{game.currentWord}</h2>
+        {/* Quit Button */}
+        <div className="flex justify-end mt-4">
+          <button
+            onClick={handleQuit}
+            className="bg-red-600 hover:bg-red-700 text-white px-6 py-2 rounded-lg font-semibold transition disabled:opacity-50"
+          >
+            Quit
+          </button>
         </div>
-
-        {/* Synonyms */}
-        {game.isLoading ? (
-          <div className="text-center">
-            <div className="inline-block animate-spin rounded-full h-12 w-12 border-4 border-purple-500 border-t-transparent"></div>
-            <p className="text-gray-500 mt-4">Loading synonyms...</p>
-          </div>
-        ) : (
-          <div className="grid grid-cols-1 md:grid-cols-2 gap-4">
-            {game.synonyms.map((synonym, index) => (
-              <button
-                key={index}
-                onClick={() => game.selectWord(synonym.word)}
-                disabled={synonym.word === 'No synonyms found' || synonym.word === 'Error loading synonyms'}
-                className="bg-gradient-to-r from-purple-400 to-pink-400 text-white p-4 rounded-lg font-semibold hover:scale-105 transition transform disabled:opacity-50 disabled:cursor-not-allowed disabled:hover:scale-100 text-left"
-              >
-                <div className="font-bold text-lg mb-1">{synonym.word}</div>
-                <div className="text-sm text-white/90 line-clamp-2">
-                  {synonym.definition}
-                </div>
-              </button>
-            ))}
-          </div>
-        )}
       </div>
 
-      {/* Word Relationship Graph */}
-      <div className="bg-white shadow-xl p-6 w-full max-w-2xl">
-        <p className="text-sm text-gray-600 mb-2">Your Journey:</p>
-        <WordGraph 
-          path={game.path} 
+      {/* Main Game Area with Interactive Graph */}
+      <div className="bg-white shadow-xl w-full max-w-6xl rounded-b-2xl border-2 border-t-0 border-maroon-200">
+        <WordGraph
+          path={game.path}
           currentWord={game.currentWord}
           targetWord={targetWord}
+          words={game.words}
+          proximity={game.proximity}
+          isLoading={game.isLoading}
+          onSelectWord={game.selectWord}
+          onRevertToWord={game.revertToWord}
         />
       </div>
-
-      {/* Path Tracker */}
-      <div className="bg-white rounded-b-2xl shadow-xl p-6 w-full max-w-2xl">
-        <p className="text-sm text-gray-600 mb-2">Your path:</p>
-        <div className="flex flex-wrap gap-2">
-          {game.path.map((word, index) => (
-            <div key={index} className="flex items-center">
-              <span className="bg-purple-100 text-purple-700 px-3 py-1 rounded-full text-sm font-medium">
-                {word}
-              </span>
-              {index < game.path.length - 1 && (
-                <span className="text-gray-400 mx-2">→</span>
-              )}
-            </div>
-          ))}
-        </div>
-      </div>
     </div>
   );
-}
+}
\ No newline at end of file
diff --git a/client/src/components/LeaderboardScreen.tsx b/client/src/components/LeaderboardScreen.tsx
new file mode 100644
index 0000000..5e6d01b
--- /dev/null
+++ b/client/src/components/LeaderboardScreen.tsx
@@ -0,0 +1,55 @@
+interface LeaderboardEntry {
+    playerName: string;
+    timeSeconds: number;
+    moves: number;
+    optimalDistance: number;
+    score: number;
+}
+
+interface Props {
+    leaderboard: LeaderboardEntry[];
+    onRestart: () => void;
+}
+
+export default function LeaderboardScreen({ leaderboard, onRestart }: Props) {
+    // Sort by score ascending (smaller is better)
+    const sorted = [...leaderboard].sort((a, b) => a.score - b.score);
+    return (
+        <div className="flex items-center justify-center min-h-screen p-4 bg-gradient-to-br from-yellow-100 via-yellow-200 to-yellow-100 relative overflow-hidden">
+            <div className="bg-white rounded-2xl shadow-2xl p-8 max-w-2xl w-full text-center relative">
+                <h1 className="text-4xl font-bold mb-6 text-yellow-900">Leaderboard</h1>
+                <table className="w-full mb-8 border-collapse">
+                    <thead>
+                        <tr className="bg-yellow-200">
+                            <th className="py-2 px-4 rounded-tl-2xl">Rank</th>
+                            <th className="py-2 px-4">Player</th>
+                            <th className="py-2 px-4">Time (s)</th>
+                            <th className="py-2 px-4">Moves</th>
+                            <th className="py-2 px-4 rounded-tr-2xl">Optimal</th>
+                        </tr>
+                    </thead>
+                    <tbody>
+                        {sorted.map((entry, i) => (
+                            <tr key={i} className={i === 0 ? 'bg-yellow-100 font-bold' : ''}>
+                                <td className="py-2 px-4">{i + 1}</td>
+                                <td className="py-2 px-4">{entry.playerName}</td>
+                                <td className="py-2 px-4">{entry.timeSeconds}</td>
+                                <td className="py-2 px-4">{entry.moves}</td>
+                                <td className="py-2 px-4">{entry.optimalDistance}</td>
+                            </tr>
+                        ))}
+                    </tbody>
+                </table>
+                <button
+                    onClick={onRestart}
+                    className="w-full bg-yellow-900 hover:bg-yellow-800 text-white py-3 rounded-lg font-semibold transition hover:shadow-xl transform hover:-translate-y-1 flex items-center justify-center gap-2"
+                >
+                    <svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                        <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 4v5h.582m15.356 2A8.001 8.001 0 004.582 9m0 0H9m11 11v-5h-.581m0 0a8.003 8.003 0 01-15.357-2m15.357 2H15" />
+                    </svg>
+                    Play Again
+                </button>
+            </div>
+        </div>
+    );
+}
\ No newline at end of file
diff --git a/client/src/components/QuitScreen.tsx b/client/src/components/QuitScreen.tsx
new file mode 100644
index 0000000..9a7d079
--- /dev/null
+++ b/client/src/components/QuitScreen.tsx
@@ -0,0 +1,84 @@
+interface Props {
+    result: {
+        playerName: string;
+        path: string[];
+        moves: number;
+        timeSeconds: number;
+        proximity?: number;
+        shortestPathString?: string;
+        optimalDistance?: number;
+        quit?: boolean;
+    };
+    onRestart: () => void;
+}
+
+export default function QuitScreen({ result, onRestart }: Props) {
+    const minutes = Math.floor(result.timeSeconds / 60);
+    const seconds = result.timeSeconds % 60;
+    return (
+        <div className="flex items-center justify-center min-h-screen p-4 bg-gradient-to-br from-gray-900 via-gray-800 to-gray-900 relative overflow-hidden">
+            <div className="bg-white rounded-2xl shadow-2xl p-8 max-w-md w-full text-center relative">
+                <h1 className="text-3xl font-bold mb-2 text-gray-900">Game Over</h1>
+                <p className="text-xl text-gray-900 mb-2">{result.playerName}</p>
+                <p className="text-gray-700 mb-8">You quit the game.</p>
+                <div className="bg-gradient-to-br from-gray-50 to-gray-100 rounded-lg p-6 mb-6 border-2 border-gray-200 shadow-inner">
+                    <div className="grid grid-cols-2 gap-6">
+                        <div className="bg-white rounded-lg p-4 shadow-md">
+                            <div className="flex items-center justify-center mb-2">
+                                <svg className="w-6 h-6 text-gray-600" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                                    <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M12 8v4l3 3m6-3a9 9 0 11-18 0 9 9 0 0118 0z" />
+                                </svg>
+                            </div>
+                            <p className="text-xs text-gray-700 uppercase tracking-wide mb-1">Time</p>
+                            <p className="text-3xl font-bold text-gray-900">
+                                {minutes}:{seconds.toString().padStart(2, '0')}
+                            </p>
+                        </div>
+                        <div className="bg-white rounded-lg p-4 shadow-md">
+                            <div className="flex items-center justify-center mb-2">
+                                <svg className="w-6 h-6 text-gray-600" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                                    <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M13 7h8m0 0v8m0-8l-8 8-4-4-6 6" />
+                                </svg>
+                            </div>
+                            <p className="text-xs text-gray-700 uppercase tracking-wide mb-1">Moves</p>
+                            <p className="text-3xl font-bold text-gray-900">{result.moves}</p>
+                        </div>
+                    </div>
+                </div>
+                <div className="mb-6">
+                    <p className="text-sm text-gray-700 mb-2">Your path:</p>
+                    <div className="flex flex-wrap gap-2 justify-center">
+                        {result.path.map((word, index) => (
+                            <div key={index} className="flex items-center">
+                                <span className="bg-gray-100 border border-gray-300 text-gray-900 px-3 py-1 rounded-full text-sm font-medium">
+                                    {word}
+                                </span>
+                                {index < result.path.length - 1 && (
+                                    <span className="text-gray-400 mx-1">→</span>
+                                )}
+                            </div>
+                        ))}
+                    </div>
+                    {/* Extra stats for quit/gameover */}
+                    <div className="mt-4 bg-gray-50 rounded-lg p-4 border border-gray-200">
+                        {result.shortestPathString && (
+                            <p className="text-gray-800 mb-1">Optimal path: <span className="font-mono">{result.shortestPathString}</span></p>
+                        )}
+                        {result.optimalDistance !== undefined && (
+                            <p className="text-gray-800 mb-1">Optimal distance: <span className="font-bold">{result.optimalDistance}</span></p>
+                        )}
+                    </div>
+                </div>
+                <button
+                    onClick={onRestart}
+                    className="w-full bg-gray-900 hover:bg-gray-800 text-white py-3 rounded-lg font-semibold transition hover:shadow-xl transform hover:-translate-y-1 flex items-center justify-center gap-2"
+                >
+                    <svg className="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                        <path strokeLinecap="round" strokeLinejoin="round" strokeWidth={2} d="M4 4v5h.582m15.356 2A8.001 8.001 0 004.582 9m0 0H9m11 11v-5h-.581m0 0a8.003 8.003 0 01-15.357-2m15.357 2H15" />
+                    </svg>
+                    Play Again
+                </button>
+            </div>
+        </div>
+    );
+}
\ No newline at end of file
diff --git a/client/src/components/StartScreen.tsx b/client/src/components/StartScreen.tsx
index 72184f8..9a0a165 100644
--- a/client/src/components/StartScreen.tsx
+++ b/client/src/components/StartScreen.tsx
@@ -1,38 +1,94 @@
 import { useState } from 'react';
 
 interface Props {
-  onStart: (config: { startWord: string; targetWord: string; playerName: string }) => void;
+  onStart: (config: {
+    startWord: string;
+    targetWord: string;
+    playerName: string;
+    gameId: string;
+    shortestPath?: string[];
+    shortestPathString?: string;
+    optimalDistance?: number;
+  }) => void;
 }
 
 export default function StartScreen({ onStart }: Props) {
   const [name, setName] = useState('');
+  const [isLoading, setIsLoading] = useState(false);
 
-  // Mock puzzles (backend will provide these later)
-  const puzzles = [
-    { id: 1, start: 'happy', end: 'sad', difficulty: 'easy' },
-    { id: 2, start: 'big', end: 'small', difficulty: 'medium' },
-    { id: 3, start: 'begin', end: 'finish', difficulty: 'hard' },
-  ];
-
-  const handleStart = (puzzle: typeof puzzles[0]) => {
+  const handleStart = async () => {
     if (!name.trim()) {
       alert('Please enter your name!');
       return;
     }
-    onStart({
-      startWord: puzzle.start,
-      targetWord: puzzle.end,
-      playerName: name,
-    });
+
+    setIsLoading(true);
+    try {
+      console.log('[StartScreen] Calling /api/start...');
+      const response = await fetch('/api/start', {
+        method: 'POST',
+      });
+
+      if (!response.ok) {
+        throw new Error('Failed to start game');
+      }
+
+      const data = await response.json();
+      console.log('[StartScreen] /api/start response:', data);
+      onStart({
+        startWord: data.startWord,
+        targetWord: data.targetWord,
+        playerName: name,
+        gameId: data.gameId,
+        shortestPath: data.shortestPath,
+        shortestPathString: data.shortestPathString,
+        optimalDistance: data.optimalDistance,
+      });
+
+    } catch (error) {
+      console.error('Error starting game:', error);
+      alert('Failed to start game. Please try again.');
+    } finally {
+      setIsLoading(false);
+    }
   };
 
   return (
-    <div className="flex items-center justify-center min-h-screen p-4">
-      <div className="bg-white rounded-2xl shadow-2xl p-8 max-w-md w-full">
-        <h1 className="text-4xl font-bold text-center mb-2 text-gray-800">
-          🎯 Synonym Sprint
+    <div className="flex items-center justify-center min-h-screen p-4 bg-gradient-to-br from-maroon-950 via-maroon-900 to-maroon-950 relative overflow-hidden">
+      <div className="bg-white rounded-2xl shadow-2xl p-8 max-w-md w-full relative">
+        {/* Logo Icon */}
+        <div className="flex justify-center mb-6">
+          <div className="relative">
+            {/* Connected nodes logo */}
+            <svg className="w-24 h-24" viewBox="0 0 100 100" fill="none">
+              {/* Connection lines */}
+              <line x1="30" y1="30" x2="50" y2="50" stroke="#ab234a" strokeWidth="2" opacity="0.6" />
+              <line x1="70" y1="30" x2="50" y2="50" stroke="#ab234a" strokeWidth="2" opacity="0.6" />
+              <line x1="50" y1="50" x2="50" y2="70" stroke="#ab234a" strokeWidth="2" opacity="0.6" />
+
+              {/* Nodes */}
+              <circle cx="30" cy="30" r="8" fill="#f9d0d9" stroke="#791f3e" strokeWidth="2" />
+              <circle cx="70" cy="30" r="8" fill="#f9d0d9" stroke="#791f3e" strokeWidth="2" />
+              <circle cx="50" cy="50" r="10" fill="#791f3e" stroke="#430b1e" strokeWidth="2">
+                <animate attributeName="r" values="10;12;10" dur="2s" repeatCount="indefinite" />
+              </circle>
+              <circle cx="50" cy="70" r="8" fill="#10b981" stroke="#059669" strokeWidth="2">
+                <animate attributeName="opacity" values="0.7;1;0.7" dur="2s" repeatCount="indefinite" />
+              </circle>
+
+              {/* Sparkle effect */}
+              <circle cx="50" cy="50" r="15" fill="none" stroke="#791f3e" strokeWidth="1" opacity="0.3">
+                <animate attributeName="r" values="15;20;15" dur="2s" repeatCount="indefinite" />
+                <animate attributeName="opacity" values="0.3;0;0.3" dur="2s" repeatCount="indefinite" />
+              </circle>
+            </svg>
+          </div>
+        </div>
+
+        <h1 className="text-4xl font-bold text-center mb-2 text-maroon-900">
+          SYNCITY
         </h1>
-        <p className="text-center text-gray-600 mb-8">
+        <p className="text-center font-bold text-maroon-700 mb-8">
           Race through synonyms to reach the target word!
         </p>
 
@@ -41,30 +97,17 @@ export default function StartScreen({ onStart }: Props) {
           placeholder="Enter your name"
           value={name}
           onChange={(e) => setName(e.target.value)}
-          className="w-full px-4 py-3 border-2 border-gray-300 rounded-lg mb-6 focus:outline-none focus:border-purple-500"
+          className="w-full px-4 py-3 border-2 border-maroon-200 rounded-lg mb-6 focus:outline-none focus:ring-2 focus:ring-maroon-800 focus:border-transparent"
         />
 
-        <h2 className="text-xl font-semibold mb-4">Choose a puzzle:</h2>
-        
-        <div className="space-y-3">
-          {puzzles.map((puzzle) => (
-            <button
-              key={puzzle.id}
-              onClick={() => handleStart(puzzle)}
-              className="w-full bg-gradient-to-r from-purple-500 to-pink-500 text-white py-4 rounded-lg hover:opacity-90 transition"
-            >
-              <div className="flex justify-between items-center px-4">
-                <span className="font-semibold">
-                  {puzzle.start} → {puzzle.end}
-                </span>
-                <span className="text-sm bg-white/20 px-3 py-1 rounded-full">
-                  {puzzle.difficulty}
-                </span>
-              </div>
-            </button>
-          ))}
-        </div>
+        <button
+          onClick={handleStart}
+          disabled={isLoading}
+          className="w-full bg-maroon-900 hover:bg-maroon-800 text-white py-4 rounded-lg transition disabled:opacity-50"
+        >
+          {isLoading ? 'Starting game...' : 'Start New Game'}
+        </button>
       </div>
     </div>
   );
-}
+}
\ No newline at end of file
diff --git a/client/src/components/WordGraph.tsx b/client/src/components/WordGraph.tsx
index 4dfd602..a9e23c1 100644
--- a/client/src/components/WordGraph.tsx
+++ b/client/src/components/WordGraph.tsx
@@ -1,87 +1,401 @@
-import { useEffect, useMemo } from 'react';
-import ReactFlow, {
-  Background,
-  Controls,
-  useNodesState,
-  useEdgesState,
-} from 'reactflow';
-import type { Node, Edge } from 'reactflow';
-import 'reactflow/dist/style.css';
+import { useEffect, useRef, useState } from 'react';
+import * as d3 from 'd3';
+import type { WordWithMetadata } from '../hooks/useGame';
 
 interface Props {
   path: string[];
   currentWord: string;
   targetWord: string;
+  words: WordWithMetadata[];
+  proximity: number;
+  isLoading: boolean;
+  onSelectWord: (word: string) => void;
+  onRevertToWord: (word: string, index: number) => void;
 }
 
-export default function WordGraph({ path, currentWord, targetWord }: Props) {
-  const [nodes, setNodes, onNodesChange] = useNodesState([]);
-  const [edges, setEdges, onEdgesChange] = useEdgesState([]);
+interface GraphNode extends d3.SimulationNodeDatum {
+  id: string;
+  group: 'path' | 'option' | 'target';
+  type?: 'synonym' | 'antonym' | 'related';
+  pathIndex?: number;
+  definition?: string;
+}
+
+interface GraphLink extends d3.SimulationLinkDatum<GraphNode> {
+  source: string | GraphNode;
+  target: string | GraphNode;
+  value: number;
+}
+
+// Cache for dictionary definitions
+const definitionCache = new Map<string, string>();
+
+// Fetch definition from Free Dictionary API
+async function fetchDefinition(word: string): Promise<string> {
+  if (definitionCache.has(word)) {
+    return definitionCache.get(word)!;
+  }
+
+  try {
+    const response = await fetch(`https://api.dictionaryapi.dev/api/v2/entries/en/${word}`);
+    if (!response.ok) {
+      return 'No definition available';
+    }
+    
+    const data = await response.json();
+    if (data && data[0] && data[0].meanings && data[0].meanings[0]) {
+      const definition = data[0].meanings[0].definitions[0].definition;
+      definitionCache.set(word, definition);
+      return definition;
+    }
+    return 'No definition available';
+  } catch {
+    return 'No definition available';
+  }
+}
+
+export default function WordGraph({ 
+  path, 
+  currentWord, 
+  targetWord, 
+  words, 
+  proximity,
+  isLoading,
+  onSelectWord,
+  onRevertToWord 
+}: Props) {
+  const svgRef = useRef<SVGSVGElement>(null);
+  const simulationRef = useRef<d3.Simulation<GraphNode, GraphLink> | null>(null);
 
   useEffect(() => {
-    // Create nodes from path
-    const newNodes: Node[] = path.map((word, index) => {
-      const isStart = index === 0;
-      const isCurrent = word === currentWord;
-      const isTarget = word.toLowerCase() === targetWord.toLowerCase();
-
-      return {
-        id: `${word}-${index}`,
-        data: { label: word },
-        position: { x: index * 150, y: 100 },
-        style: {
-          background: isTarget 
-            ? '#10b981' 
-            : isCurrent 
-            ? '#8b5cf6' 
-            : isStart 
-            ? '#ec4899' 
-            : '#e5e7eb',
-          color: isTarget || isCurrent || isStart ? 'white' : 'black',
-          border: '2px solid',
-          borderColor: isTarget 
-            ? '#059669' 
-            : isCurrent 
-            ? '#7c3aed' 
-            : isStart 
-            ? '#db2777' 
-            : '#d1d5db',
-          padding: 10,
-          borderRadius: 8,
-          fontWeight: 'bold',
-        },
-      };
+    if (!svgRef.current) return;
+
+    const width = svgRef.current.clientWidth;
+    const height = svgRef.current.clientHeight;
+
+    // Build nodes and links
+    const nodes: GraphNode[] = [];
+    const links: GraphLink[] = [];
+    const nodeIds = new Set<string>();
+
+    // Add path nodes
+    path.forEach((word, index) => {
+      if (!nodeIds.has(word)) {
+        nodes.push({
+          id: word,
+          group: word === targetWord ? 'target' : 'path',
+          pathIndex: index,
+        });
+        nodeIds.add(word);
+      }
     });
 
-    // Create edges between consecutive words
-    const newEdges: Edge[] = [];
+    // Add links between path nodes
     for (let i = 0; i < path.length - 1; i++) {
-      newEdges.push({
-        id: `e${i}-${i + 1}`,
-        source: `${path[i]}-${i}`,
-        target: `${path[i + 1]}-${i + 1}`,
-        animated: i === path.length - 2, // Animate the last edge
-        style: { stroke: '#8b5cf6', strokeWidth: 2 },
+      links.push({
+        source: path[i],
+        target: path[i + 1],
+        value: 3,
       });
     }
 
-    setNodes(newNodes);
-    setEdges(newEdges);
-  }, [path, currentWord, targetWord]);
+    // Add option nodes (available words to select)
+    words.forEach((wordMeta) => {
+      if (!nodeIds.has(wordMeta.word) && wordMeta.word !== 'No words found' && wordMeta.word !== 'Error loading words') {
+        nodes.push({
+          id: wordMeta.word,
+          group: 'option',
+          type: wordMeta.type,
+          definition: wordMeta.definition,
+        });
+        nodeIds.add(wordMeta.word);
+
+        // Link option nodes to current word
+        links.push({
+          source: currentWord,
+          target: wordMeta.word,
+          value: 1,
+        });
+      }
+    });
+
+    // Color scale
+    const colorScale = (group: string, type?: string) => {
+      if (group === 'target') return '#ec4899'; // Pink for target
+      if (group === 'path') return '#8b5cf6'; // Purple for path
+      if (group === 'option') {
+        if (type === 'synonym') return '#3b82f6'; // Blue
+        if (type === 'antonym') return '#ef4444'; // Red
+        if (type === 'related') return '#10b981'; // Green
+      }
+      return '#6b7280'; // Gray default
+    };
+
+    // Initialize SVG once
+    const svg = d3.select(svgRef.current)
+      .attr('width', width)
+      .attr('height', height)
+      .attr('viewBox', [0, 0, width, height]);
+
+    // Get or create main group
+    let g = svg.select<SVGGElement>('g.main-group');
+    if (g.empty()) {
+      g = svg.append('g').attr('class', 'main-group');
+      
+      // Add zoom behavior only once
+      svg.call(d3.zoom<SVGSVGElement, unknown>()
+        .extent([[0, 0], [width, height]])
+        .scaleExtent([0.5, 3])
+        .on('zoom', (event) => {
+          g.attr('transform', event.transform);
+        }) as any);
+    }
+
+    // Get or create link and node groups
+    let linkGroup = g.select<SVGGElement>('g.links');
+    if (linkGroup.empty()) {
+      linkGroup = g.append('g')
+        .attr('class', 'links')
+        .attr('stroke', '#999')
+        .attr('stroke-opacity', 0.6);
+    }
+
+    let nodeGroup = g.select<SVGGElement>('g.nodes');
+    if (nodeGroup.empty()) {
+      nodeGroup = g.append('g')
+        .attr('class', 'nodes')
+        .attr('stroke', '#fff')
+        .attr('stroke-width', 2);
+    }
+
+    // Create or update simulation
+    if (!simulationRef.current) {
+      simulationRef.current = d3.forceSimulation<GraphNode>()
+        .force('link', d3.forceLink<GraphNode, GraphLink>().id(d => d.id).distance(100))
+        .force('charge', d3.forceManyBody().strength(-300))
+        .force('center', d3.forceCenter(width / 2, height / 2))
+        .force('collision', d3.forceCollide().radius(40));
+    }
+
+    const simulation = simulationRef.current;
+
+    // Update nodes and links in simulation
+    simulation.nodes(nodes);
+    (simulation.force('link') as d3.ForceLink<GraphNode, GraphLink>).links(links);
+    simulation.alpha(0.3).restart();
+
+    // Update links using join pattern
+    const link = linkGroup
+      .selectAll<SVGLineElement, GraphLink>('line')
+      .data(links, d => `${(d.source as GraphNode).id || d.source}-${(d.target as GraphNode).id || d.target}`)
+      .join('line')
+      .attr('stroke-width', d => Math.sqrt(d.value) * 2);
+
+    // Update nodes using join pattern
+    const node = nodeGroup
+      .selectAll<SVGGElement, GraphNode>('g')
+      .data(nodes, d => d.id)
+      .join(
+        enter => {
+          const g = enter.append('g')
+            .attr('class', 'node-group')
+            .style('cursor', 'pointer')
+            .call(d3.drag<SVGGElement, GraphNode>()
+              .on('start', dragstarted)
+              .on('drag', dragged)
+              .on('end', dragended) as any);
+
+          g.append('circle');
+          g.append('text')
+            .attr('x', 0)
+            .attr('y', -28)
+            .attr('text-anchor', 'middle')
+            .attr('fill', '#1f2937')
+            .attr('stroke', 'white')
+            .attr('stroke-width', 3)
+            .attr('paint-order', 'stroke')
+            .attr('font-size', '13px')
+            .style('pointer-events', 'none');
+
+          return g;
+        }
+      );
+
+    // Update circle attributes
+    node.select('circle')
+      .attr('r', d => d.group === 'path' || d.group === 'target' ? 20 : 15)
+      .attr('fill', d => colorScale(d.group, d.type));
+
+    // Update text attributes
+    node.select('text')
+      .text(d => d.id)
+      .attr('font-weight', d => d.group === 'path' || d.group === 'target' ? 'bold' : 'normal');
+
+    // Remove old event listeners and add new ones
+    node.on('click', null).on('mouseenter', null).on('mouseleave', null);
+
+    // Click handler for nodes
+    node.on('click', (event, d) => {
+      event.stopPropagation();
+      
+      if (d.group === 'option') {
+        onSelectWord(d.id);
+      } else if (d.group === 'path' && d.pathIndex !== undefined && d.pathIndex < path.length - 1) {
+        onRevertToWord(d.id, d.pathIndex);
+      }
+    });
+
+    // Highlight on hover
+    node.on('mouseenter', function(event, d) {
+      if (d.group === 'option' || (d.group === 'path' && d.pathIndex !== undefined && d.pathIndex < path.length - 1)) {
+        const baseRadius = d.group === 'path' ? 20 : 15;
+        d3.select(this).select('circle')
+          .transition()
+          .duration(200)
+          .attr('r', baseRadius + 4);
+      }
+    });
+
+    node.on('mouseleave', function(event, d) {
+      if (d.group === 'option' || (d.group === 'path' && d.pathIndex !== undefined && d.pathIndex < path.length - 1)) {
+        const baseRadius = d.group === 'path' ? 20 : 15;
+        d3.select(this).select('circle')
+          .transition()
+          .duration(200)
+          .attr('r', baseRadius);
+      }
+    });
+
+    // Update positions on tick
+    function ticked() {
+      link
+        .attr('x1', d => (d.source as GraphNode).x!)
+        .attr('y1', d => (d.source as GraphNode).y!)
+        .attr('x2', d => (d.target as GraphNode).x!)
+        .attr('y2', d => (d.target as GraphNode).y!);
+
+      node.attr('transform', d => `translate(${d.x},${d.y})`);
+    }
+
+    simulation.on('tick', ticked);
+
+    // Drag functions
+    function dragstarted(event: d3.D3DragEvent<SVGGElement, GraphNode, GraphNode>) {
+      if (!event.active) simulation.alphaTarget(0.3).restart();
+      event.subject.fx = event.subject.x;
+      event.subject.fy = event.subject.y;
+    }
+
+    function dragged(event: d3.D3DragEvent<SVGGElement, GraphNode, GraphNode>) {
+      event.subject.fx = event.x;
+      event.subject.fy = event.y;
+    }
+
+    function dragended(event: d3.D3DragEvent<SVGGElement, GraphNode, GraphNode>) {
+      if (!event.active) simulation.alphaTarget(0);
+      event.subject.fx = null;
+      event.subject.fy = null;
+    }
+  }, [path, currentWord, targetWord, words, onSelectWord, onRevertToWord]);
+
+  // State for tooltip
+  const [tooltip, setTooltip] = useState<{ x: number; y: number; text: string; visible: boolean }>({
+    x: 0,
+    y: 0,
+    text: '',
+    visible: false,
+  });
+
+  // Add hover handlers after the graph is created
+  useEffect(() => {
+    if (!svgRef.current) return;
+
+    const svg = d3.select(svgRef.current);
+    
+    svg.selectAll('g.node-group').on('mouseenter', async function(event, d: any) {
+      const node = d as GraphNode;
+      const definition = await fetchDefinition(node.id);
+      
+      setTooltip({
+        x: event.pageX,
+        y: event.pageY - 10,
+        text: `${node.id}: ${definition}`,
+        visible: true,
+      });
+    }).on('mousemove', function(event) {
+      setTooltip(prev => ({
+        ...prev,
+        x: event.pageX,
+        y: event.pageY - 10,
+      }));
+    }).on('mouseleave', function() {
+      setTooltip(prev => ({ ...prev, visible: false }));
+    });
+  }, [path, words]);
 
   return (
-    <div style={{ width: '100%', height: '200px' }}>
-      <ReactFlow
-        nodes={nodes}
-        edges={edges}
-        onNodesChange={onNodesChange}
-        onEdgesChange={onEdgesChange}
-        fitView
-        attributionPosition="bottom-left"
-      >
-        <Background />
-        <Controls />
-      </ReactFlow>
+    <div className="relative w-full h-full bg-white">
+      {/* Legend */}
+      <div className="absolute top-4 right-4 bg-white bg-opacity-90 rounded-lg shadow-lg p-4 z-10">
+        <h3 className="font-bold text-sm mb-2">Legend</h3>
+        <div className="space-y-1 text-xs">
+          <div className="flex items-center gap-2">
+            <div className="w-4 h-4 rounded-full bg-purple-500"></div>
+            <span>Path</span>
+          </div>
+          <div className="flex items-center gap-2">
+            <div className="w-4 h-4 rounded-full bg-pink-500"></div>
+            <span>Target</span>
+          </div>
+          <div className="flex items-center gap-2">
+            <div className="w-4 h-4 rounded-full bg-blue-500"></div>
+            <span>Synonym</span>
+          </div>
+          <div className="flex items-center gap-2">
+            <div className="w-4 h-4 rounded-full bg-red-500"></div>
+            <span>Antonym</span>
+          </div>
+          <div className="flex items-center gap-2">
+            <div className="w-4 h-4 rounded-full bg-green-500"></div>
+            <span>Related</span>
+          </div>
+        </div>
+      </div>
+
+      {/* Proximity indicator */}
+      <div className="absolute top-4 left-4 bg-white bg-opacity-90 rounded-lg shadow-lg p-4 z-10">
+        <h3 className="font-bold text-sm mb-1">Proximity to Target</h3>
+        <div className="w-48 bg-gray-200 rounded-full h-3 overflow-hidden">
+          <div 
+            className="bg-gradient-to-r from-red-500 via-yellow-500 to-green-500 h-full transition-all duration-300"
+            style={{ width: `${proximity}%` }}
+          ></div>
+        </div>
+        <p className="text-xs text-gray-600 mt-1">{proximity}%</p>
+      </div>
+
+      {/* Loading indicator */}
+      {isLoading && (
+        <div className="absolute inset-0 flex items-center justify-center bg-white bg-opacity-75 z-20">
+          <div className="animate-spin rounded-full h-12 w-12 border-b-2 border-purple-500"></div>
+        </div>
+      )}
+
+      {/* Tooltip */}
+      {tooltip.visible && (
+        <div
+          className="fixed bg-gray-900 text-white text-sm px-3 py-2 rounded shadow-lg z-50 max-w-sm pointer-events-none"
+          style={{
+            left: `${tooltip.x + 10}px`,
+            top: `${tooltip.y}px`,
+          }}
+        >
+          {tooltip.text}
+        </div>
+      )}
+
+      {/* SVG Canvas */}
+      <svg ref={svgRef} className="w-full h-full" style={{ minHeight: '600px' }}></svg>
     </div>
   );
 }
diff --git a/client/src/hooks/useGame.ts b/client/src/hooks/useGame.ts
index de1166f..b93144a 100644
--- a/client/src/hooks/useGame.ts
+++ b/client/src/hooks/useGame.ts
@@ -1,89 +1,192 @@
-import { useState, useCallback } from 'react';
+import { useState, useCallback, useEffect } from 'react';
 
-interface SynonymWithDefinition {
+export interface WordWithMetadata {
   word: string;
   definition: string;
+  type: 'synonym' | 'antonym' | 'related';
 }
 
 interface GameState {
   currentWord: string;
   targetWord: string;
   path: string[];
-  synonyms: SynonymWithDefinition[];
+  words: WordWithMetadata[];
   isLoading: boolean;
   isComplete: boolean;
+  proximity: number; // 0-100, higher = closer to target
+  clickCount: number; // total node clicks
+  shortestPath?: string[];
+  shortestPathString?: string;
+  optimalDistance?: number;
 }
 
-export function useGame(startWord: string, targetWord: string) {
+export function useGame(
+  startWord: string,
+  targetWord: string,
+  gameId: string,
+  shortestPath?: string[],
+  shortestPathString?: string,
+  optimalDistance?: number
+) {
+  // If shortestPath is not provided but shortestPathString is, split and trim it
+  let derivedShortestPath: string[] | undefined = shortestPath;
+  if ((!shortestPath || shortestPath.length === 0) && shortestPathString) {
+    derivedShortestPath = shortestPathString.split('->').map(w => w.trim()).filter(Boolean);
+  }
+  // If optimalDistance is not provided, derive from path
+  let derivedOptimalDistance = optimalDistance;
+  if (derivedOptimalDistance === undefined && derivedShortestPath) {
+    derivedOptimalDistance = derivedShortestPath.length > 0 ? derivedShortestPath.length - 1 : -1;
+  }
+
+  // Log the shortest path, string, and optimal distance at first instance
+  if (derivedShortestPath || shortestPathString || derivedOptimalDistance !== undefined) {
+    console.log('[useGame] Shortest path:', derivedShortestPath);
+    console.log('[useGame] Shortest path string:', shortestPathString);
+    console.log('[useGame] Optimal distance:', derivedOptimalDistance);
+  }
   const [state, setState] = useState<GameState>({
     currentWord: startWord,
     targetWord,
     path: [startWord],
-    synonyms: [],
+    words: [],
     isLoading: false,
     isComplete: false,
+    proximity: 0,
+    clickCount: 0,
+    shortestPath: derivedShortestPath,
+    shortestPathString,
+    optimalDistance: derivedOptimalDistance,
   });
 
-  const fetchSynonyms = useCallback(async (word: string) => {
+  // No duplicate /api/start call. Shortest path is passed in props/state.
+
+  const calculateProximity = useCallback(async (word: string): Promise<number> => {
+    try {
+      const response = await fetch('/api/similarity', {
+        headers: {
+          'X-Game-Id': gameId,
+          'X-Current-Word': word,
+        },
+      });
+
+      if (!response.ok) {
+        console.error('Similarity API error:', response.status, await response.text());
+        return 50;
+      }
+
+      const data = await response.json();
+      console.log('Similarity data:', data);
+
+      // Convert similarity (0-1 range) to percentage (0-100)
+      // Similarity uses cosine similarity where 1 = identical, 0 = unrelated
+      const similarity = data.similarity || 0;
+      return Math.round(Math.max(0, Math.min(100, similarity * 100)));
+    } catch (error) {
+      console.error('Failed to calculate proximity:', error);
+      return 50;
+    }
+  }, [gameId]);
+
+  const fetchWords = useCallback(async (word: string) => {
     setState(prev => ({ ...prev, isLoading: true }));
-    
+
     try {
-      // Fetch synonyms
-      const synonymResponse = await fetch(
-        `https://api.datamuse.com/words?rel_syn=${word}&max=8&md=d`
-      );
-      const synonymData = await synonymResponse.json();
-      
-      // Map to include definitions (if available)
-      const synonymsWithDefs: SynonymWithDefinition[] = synonymData.map((item: any) => ({
-        word: item.word,
-        definition: item.defs && item.defs.length > 0 
-          ? item.defs[0].replace(/^\w+\t/, '') // Remove part of speech prefix
-          : 'No definition available'
+      const response = await fetch('/api/next', {
+        headers: {
+          'X-Game-Id': gameId,
+          'X-Current-Word': word,
+        },
+      });
+
+      if (!response.ok) {
+        throw new Error('Failed to fetch words');
+      }
+
+      const data = await response.json();
+
+      // Map backend response to WordWithMetadata format
+      const synonyms: WordWithMetadata[] = (data.synonyms || []).map((word: string) => ({
+        word,
+        definition: 'Synonym',
+        type: 'synonym' as const,
+      }));
+
+      const antonyms: WordWithMetadata[] = (data.antonyms || []).map((word: string) => ({
+        word,
+        definition: 'Antonym',
+        type: 'antonym' as const,
       }));
-      
+
+      const related: WordWithMetadata[] = (data.related || []).map((word: string) => ({
+        word,
+        definition: 'Related word',
+        type: 'related' as const,
+      }));
+
+      const allWords = [...synonyms, ...antonyms, ...related];
+
+      // Calculate proximity to target
+      const proximity = await calculateProximity(word);
+
       setState(prev => ({
         ...prev,
-        synonyms: synonymsWithDefs.length > 0 
-          ? synonymsWithDefs 
-          : [{ word: 'No synonyms found', definition: '' }],
+        words: allWords.length > 0
+          ? allWords
+          : [{ word: 'No words found', definition: '', type: 'synonym' }],
         isLoading: false,
+        proximity,
       }));
     } catch (error) {
-      console.error('Failed to fetch synonyms:', error);
-      setState(prev => ({ 
-        ...prev, 
-        synonyms: [{ word: 'Error loading synonyms', definition: '' }],
-        isLoading: false 
+      console.error('Failed to fetch words:', error);
+      setState(prev => ({
+        ...prev,
+        words: [{ word: 'Error loading words', definition: '', type: 'synonym' }],
+        isLoading: false
       }));
     }
-  }, []);
+  }, [gameId, calculateProximity]);
 
   const selectWord = useCallback((word: string) => {
-    if (word === 'No synonyms found' || word === 'Error loading synonyms') {
+    if (word === 'No words found' || word === 'Error loading words') {
       return;
     }
 
     setState(prev => {
       const newPath = [...prev.path, word];
       const isComplete = word.toLowerCase() === prev.targetWord.toLowerCase();
-      
       return {
         ...prev,
         currentWord: word,
         path: newPath,
         isComplete,
+        clickCount: prev.clickCount + 1,
       };
     });
-    
+
     if (word.toLowerCase() !== state.targetWord.toLowerCase()) {
-      fetchSynonyms(word);
+      fetchWords(word);
     }
-  }, [state.targetWord, fetchSynonyms]);
+  }, [state.targetWord, fetchWords]);
+
+  const revertToWord = useCallback((word: string, index: number) => {
+    setState(prev => {
+      const newPath = prev.path.slice(0, index + 1);
+      return {
+        ...prev,
+        currentWord: word,
+        path: newPath,
+        isComplete: false,
+        clickCount: prev.clickCount + 1,
+      };
+    });
+    fetchWords(word);
+  }, [fetchWords]);
 
   return {
     ...state,
-    fetchSynonyms,
+    fetchWords,
     selectWord,
+    revertToWord,
   };
 }
diff --git a/client/src/hooks/useTimer.ts b/client/src/hooks/useTimer.ts
index 53b44ef..7aeee05 100644
--- a/client/src/hooks/useTimer.ts
+++ b/client/src/hooks/useTimer.ts
@@ -2,7 +2,7 @@ import { useState, useEffect, useRef } from 'react';
 
 export function useTimer(isActive: boolean) {
   const [seconds, setSeconds] = useState(0);
-  const intervalRef = useRef<number>();
+  const intervalRef = useRef<number | undefined>(undefined);
 
   useEffect(() => {
     if (isActive) {
diff --git a/client/src/index.css b/client/src/index.css
index 73a943c..bd6213e 100644
--- a/client/src/index.css
+++ b/client/src/index.css
@@ -1 +1,3 @@
-@import "tailwindcss"
+@tailwind base;
+@tailwind components;
+@tailwind utilities;
\ No newline at end of file
diff --git a/client/tailwind.config.js b/client/tailwind.config.js
new file mode 100644
index 0000000..0d08665
--- /dev/null
+++ b/client/tailwind.config.js
@@ -0,0 +1,27 @@
+/** @type {import('tailwindcss').Config} */
+export default {
+  content: [
+    "./index.html",
+    "./src/**/*.{js,ts,jsx,tsx}",
+  ],
+  theme: {
+    extend: {
+      colors: {
+        maroon: {
+          50: '#fdf2f4',
+          100: '#fce7eb',
+          200: '#f9d0d9',
+          300: '#f4a8b8',
+          400: '#ec7892',
+          500: '#e0516f',
+          600: '#cc315a',
+          700: '#ab234a',
+          800: '#8e2043',
+          900: '#791f3e',
+          950: '#430b1e',
+        },
+      },
+    },
+  },
+  plugins: [],
+}
\ No newline at end of file
diff --git a/client/vite.config.ts b/client/vite.config.ts
index a51cfe1..1d19596 100644
--- a/client/vite.config.ts
+++ b/client/vite.config.ts
@@ -1,18 +1,17 @@
 import { defineConfig } from 'vite'
 import react from '@vitejs/plugin-react'
-import tailwindcss from '@tailwindcss/vite'
 
 // https://vite.dev/config/
 export default defineConfig({
-  plugins: [react(), tailwindcss()],
+  plugins: [react()],
   server: {
     proxy: {
       '/api': {
-        target: 'http://localhost:3000',
+        target: 'http://localhost:3001',
         changeOrigin: true,
         secure: false,
         ws: true,
       },
     },
   }
-})
+})
\ No newline at end of file
diff --git a/query b/query
new file mode 100644
index 0000000..0ad3568
--- /dev/null
+++ b/query
@@ -0,0 +1 @@
+Redis
diff --git a/server/.python-version b/server/.python-version
new file mode 100644
index 0000000..6324d40
--- /dev/null
+++ b/server/.python-version
@@ -0,0 +1 @@
+3.14
diff --git a/server/main.py b/server/main.py
index 2c224cd..3d4d0c2 100644
--- a/server/main.py
+++ b/server/main.py
@@ -1,24 +1,30 @@
 from flask import Flask
 from flask_cors import CORS
 
-from services.game import Game
 
 def create_app():
     app = Flask(__name__)
     CORS(app)
 
     from routes.health import health_bp
-    from routes.synonyms import synonyms_bp
+    from routes.start import start_bp
+    from routes.dist import dist_bp
+    from routes.next import next_bp
+    from routes.similarity import similarity_bp
+    from routes.leaderboard import leaderboard_bp
 
     app.register_blueprint(health_bp)
-    app.register_blueprint(synonyms_bp, url_prefix="/api")
+    app.register_blueprint(start_bp, url_prefix="/api")
+    app.register_blueprint(dist_bp, url_prefix="/api")
+    app.register_blueprint(next_bp, url_prefix="/api")
+    app.register_blueprint(similarity_bp, url_prefix="/api")
+    app.register_blueprint(leaderboard_bp, url_prefix="/api")
 
     return app
 
+
 app = create_app()
 
-# In-memory game store
-GAMES: dict[str, Game] = {}
 
 if __name__ == "__main__":
     app.run(debug=True, port=3001)
diff --git a/server/pyproject.toml b/server/pyproject.toml
new file mode 100644
index 0000000..27caaf6
--- /dev/null
+++ b/server/pyproject.toml
@@ -0,0 +1,12 @@
+[project]
+name = "syn-city"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.14"
+dependencies = [
+    "flask>=3.1.2",
+    "flask-cors>=6.0.2",
+    "redis>=7.1.0",
+    "sentence-transformers>=5.2.0",
+]
diff --git a/server/routes/dist.py b/server/routes/dist.py
index 104435d..53fdf04 100644
--- a/server/routes/dist.py
+++ b/server/routes/dist.py
@@ -1,32 +1,30 @@
-import uuid
-import random
 from flask import Blueprint, jsonify, request
 
-from services.game import Game
+from services.game_manager import GameManager
 
 dist_bp = Blueprint("dist", __name__)
 
+
 @dist_bp.route("/dist", methods=["GET"])
 def distance():
     game_id = request.headers.get("X-Game-Id")
     current_word = request.headers.get("X-Current-Word")
 
     if not game_id or not current_word:
-        return jsonify({
-            "error": "X-Game-Id and X-Current-Word headers required"
-        }), 400
+        return jsonify({"error": "X-Game-Id and X-Current-Word headers required"}), 400
 
-    game = GAMES.get(game_id)
+    game = GameManager.load_game(game_id)
     if not game:
         return jsonify({"error": "invalid game id"}), 404
 
-    target = game.end
-    dist = game.shortest_distance(current_word, target)
-
-    return jsonify({
-        "currentWord": current_word,
-        "targetWord": target,
-        "distance": dist,
-        "reachable": dist is not None
-    })
-
+    target = game.end.word
+    dist = game.shortest_path(game.graph.nodes[current_word])
+
+    return jsonify(
+        {
+            "currentWord": current_word,
+            "targetWord": target,
+            "distance": dist,
+            "reachable": dist is not None,
+        }
+    )
diff --git a/server/routes/leaderboard.py b/server/routes/leaderboard.py
new file mode 100644
index 0000000..088a106
--- /dev/null
+++ b/server/routes/leaderboard.py
@@ -0,0 +1,47 @@
+from flask import Blueprint, request, jsonify
+import redis
+import pickle
+
+leaderboard_bp = Blueprint("leaderboard", __name__)
+
+# Use the same Redis config as game_manager
+r = redis.Redis(host="localhost", port=6379, db=0)
+LEADERBOARD_KEY = "leaderboard"
+
+
+@leaderboard_bp.route("/leaderboard", methods=["GET"])
+def get_leaderboard():
+    data = r.get(LEADERBOARD_KEY)
+    if data:
+        leaderboard = pickle.loads(data)
+    else:
+        leaderboard = []
+    # Sort by score (smaller is better)
+    leaderboard = sorted(leaderboard, key=lambda x: x["score"])
+    return jsonify(leaderboard)
+
+
+@leaderboard_bp.route("/leaderboard", methods=["POST"])
+def add_leaderboard_entry():
+    entry = request.json
+    # Validate required fields
+    for field in ["playerName", "timeSeconds", "moves", "optimalDistance"]:
+        if field not in entry:
+            return jsonify({"error": f"Missing field: {field}"}), 400
+    # Compute score
+    try:
+        score = float(entry["timeSeconds"]) * (
+            float(entry["moves"]) / float(entry["optimalDistance"])
+        )
+    except Exception:
+        return jsonify({"error": "Invalid numeric values"}), 400
+    entry["score"] = score
+    # Load, append, and save
+    data = r.get(LEADERBOARD_KEY)
+    if data:
+        leaderboard = pickle.loads(data)
+    else:
+        leaderboard = []
+    leaderboard.append(entry)
+    r.set(LEADERBOARD_KEY, pickle.dumps(leaderboard))
+    return jsonify({"success": True})
diff --git a/server/routes/next.py b/server/routes/next.py
index ed7537c..e3a49d5 100644
--- a/server/routes/next.py
+++ b/server/routes/next.py
@@ -1,14 +1,11 @@
-import json
-import uuid
-import random
 from flask import Blueprint, jsonify, request
 
-from services.game import Game
+from services.game_manager import GameManager
 
-dist_bp = Blueprint("dist", __name__)
+next_bp = Blueprint("next", __name__)
 
 
-@dist_bp.route("/next", methods=["GET"])
+@next_bp.route("/next", methods=["GET"])
 def curr():
     game_id = request.headers.get("X-Game-Id")
     current_word = request.headers.get("X-Current-Word")
@@ -16,7 +13,7 @@ def curr():
     if not game_id or not current_word:
         return jsonify({"error": "X-Game-Id and X-Current-Word headers required"}), 400
 
-    game = GAMES.get(game_id)
+    game = GameManager.load_game(game_id)
     if not game:
         return jsonify({"error": "invalid game id"}), 404
 
diff --git a/server/routes/similarity.py b/server/routes/similarity.py
new file mode 100644
index 0000000..2924b59
--- /dev/null
+++ b/server/routes/similarity.py
@@ -0,0 +1,38 @@
+from flask import Blueprint, request, jsonify
+
+from sentence_transformers import SentenceTransformer
+import numpy as np
+
+from services.game_manager import GameManager
+
+similarity_bp = Blueprint("similarity", __name__)
+
+# Load the model once at import time
+model = SentenceTransformer("all-MiniLM-L6-v2")
+
+
+@similarity_bp.route("/similarity", methods=["GET"])
+def similarity():
+    game_id = request.headers.get("X-Game-Id")
+    current_word = request.headers.get("X-Current-Word")
+
+    if not game_id or not current_word:
+        return jsonify({"error": "X-Game-Id and X-Current-Word headers required"}), 400
+
+    game = GameManager.load_game(game_id)
+    if not game:
+        return jsonify({"error": "invalid game id"}), 404
+
+    node = game.graph.nodes.get(current_word)
+    if not node:
+        return jsonify({"error": "invalid current word"}), 404
+
+    # Get embeddings
+    embeddings = model.encode([node.word, game.end.word])
+    sim = np.dot(embeddings[0], embeddings[1]) / (
+        np.linalg.norm(embeddings[0]) * np.linalg.norm(embeddings[1])
+    )
+
+    return jsonify(
+        {"currentWord": node.word, "endWord": game.end.word, "similarity": float(sim)}
+    )
diff --git a/server/routes/start.py b/server/routes/start.py
index 4fb7744..59511f9 100644
--- a/server/routes/start.py
+++ b/server/routes/start.py
@@ -1,24 +1,37 @@
 import uuid
-import random
-from flask import Blueprint, jsonify, request
+from flask import Blueprint, jsonify
 
 from services.game import Game
+from services.game_manager import GameManager
 
 start_bp = Blueprint("start", __name__)
 
+
 @start_bp.route("/start", methods=["POST"])
 def start_game():
     game_id = str(uuid.uuid4())
 
     game = Game()
-    game.play(None, steps=10, min_path_length=4)
-
-    GAMES[game_id] = game
+    # game.play(None, steps=10, min_path_length=4)
 
-    return jsonify({
-        "gameId": game_id,
-        "startWord": game.start,
-        "targetWord": game.end,
-        "optimalDistance": game.shortest_path(game.start, game.end)
-    })
+    GameManager.save_game(game_id, game)
 
+    # Return both the puzzle path (random walk) and the true shortest path (solution)
+    puzzle_path_words = [node.word for node in getattr(game, "puzzle_path", [])]
+    solution_path_words = [node.word for node in getattr(game, "solution_path", [])]
+    # Compute the shortest path as a list of nodes
+    shortest_path_nodes = game.shortest_path(game.start, game.end)
+    solution_path_words = [node.word for node in shortest_path_nodes]
+    optimal_distance = len(shortest_path_nodes) - 1 if shortest_path_nodes else -1
+    shortest_path_string = " -> ".join(solution_path_words)
+    return jsonify(
+        {
+            "gameId": game_id,
+            "startWord": game.start.word,
+            "targetWord": game.end.word,
+            "optimalDistance": optimal_distance,
+            "puzzlePath": puzzle_path_words,
+            "shortestPath": solution_path_words,
+            "shortestPathString": shortest_path_string,
+        }
+    )
diff --git a/server/services/filtered words.json b/server/services/filtered_words.json
similarity index 100%
rename from server/services/filtered words.json
rename to server/services/filtered_words.json
diff --git a/server/services/game.py b/server/services/game.py
index 696990a..aba0d4d 100644
--- a/server/services/game.py
+++ b/server/services/game.py
@@ -1,8 +1,14 @@
 import json
 import random
 from collections import deque
+from pathlib import Path
 
-INPUT_FILE = "filtered words.json"
+INPUT_FILE = Path(__file__).parent / "filtered_words.json"
+
+from sentence_transformers import SentenceTransformer
+import numpy as np
+
+model = SentenceTransformer("all-MiniLM-L6-v2")
 
 
 class Node:
@@ -24,7 +30,8 @@ def to_dict(self):
 class Graph:
     def __init__(self):
         self.nodes = {}
-        compressed_graph = json.load(open(INPUT_FILE, "r", encoding="utf-8"))
+        with open(INPUT_FILE, "r", encoding="utf-8") as f:
+            compressed_graph = json.load(f)
         for word, relations in compressed_graph.items():
             for relation, targets in relations.items():
                 for target in targets:
@@ -54,12 +61,13 @@ class Game:
     def __init__(self, walk_steps=10, min_path_length=4, max_attempts=100):
         self.graph = Graph()
 
+        # Generate puzzle path (random walk)
         random_word = random.choice(list(self.graph.nodes.keys()))
         self.start = self.graph.nodes[random_word]
-        self.end, self.path = self.random_walk(self.start, walk_steps)
-        curr_max_length = len(self.path)
+        self.end, self.puzzle_path = self.random_walk(self.start, walk_steps)
+        curr_max_length = len(self.puzzle_path)
         attempts = 0
-        while len(self.path) < min_path_length and attempts < max_attempts:
+        while len(self.puzzle_path) < min_path_length and attempts < max_attempts:
             random_word = random.choice(list(self.graph.nodes.keys()))
             start = self.graph.nodes[random_word]
             end, path = self.random_walk(start, walk_steps)
@@ -67,13 +75,19 @@ def __init__(self, walk_steps=10, min_path_length=4, max_attempts=100):
                 curr_max_length = len(path)
                 self.start = start
                 self.end = end
-                self.path = path
+                self.puzzle_path = path
             attempts += 1
 
+        # Compute and store the true shortest path (solution)
         self.visited: set[Node] = set()
         self.shortest_path_cache: dict[tuple[Node, Node], int] = {}
         self.queue = deque([(self.end, 0, [self.end])])  # curr, dist, path
         self.shortest_path(self.start)
+        self.solution_path = list(
+            getattr(self, "path", [])
+        )  # store the shortest path found
+        print("Puzzle path:", " -> ".join([node.word for node in self.puzzle_path]))
+        print("Shortest path:", " -> ".join([node.word for node in self.solution_path]))
 
     def random_walk(self, start: Node, steps: int) -> tuple[Node, list[Node]]:
         path = [start]
@@ -99,43 +113,35 @@ def random_walk(self, start: Node, steps: int) -> tuple[Node, list[Node]]:
             curr = next_node
         return curr, path
 
-    def shortest_path(self, end: Node) -> int:
-        if (self.end, end) in self.shortest_path_cache:
-            return self.shortest_path_cache[(self.end, end)]
+    def shortest_path(self, start: Node, end: "Node | None" = None) -> list:
+        # Standard BFS from start to end, returns the path as a list of nodes
+        if end is None:
+            end = self.end
+        from collections import deque
 
-        while self.queue:
-            curr, dist, path = self.queue.popleft()
-            self.shortest_path_cache[(self.end, curr)] = dist
-            for neighbor in curr.synonyms | curr.antonyms | curr.related:
-                if neighbor not in self.visited:
-                    self.visited.add(neighbor)
-                    self.queue.append((neighbor, dist + 1, path + [neighbor]))
+        visited = set()
+        queue = deque([(start, [start])])
+        while queue:
+            curr, path = queue.popleft()
             if curr == end:
-                if end == self.start:  # only for intial call
-                    self.path = path
-                return dist
-
-        return -1
+                return path
+            visited.add(curr)
+            for neighbor in curr.synonyms | curr.antonyms | curr.related:
+                if neighbor not in visited:
+                    queue.append((neighbor, path + [neighbor]))
+        return []
+
+    def similarity(self, node: Node) -> float:
+        embeddings = model.encode([node.word, self.end.word])
+        sim = np.dot(embeddings[0], embeddings[1]) / (
+            np.linalg.norm(embeddings[0]) * np.linalg.norm(embeddings[1])
+        )
+        return sim
 
     def _play(self):
-        #     if start_word in self.graph.nodes:
-        #         start = self.graph.nodes[start_word]
-        #     else:
-        #         random_word = random.choice(list(self.graph.nodes.keys()))
-        #         start = self.graph.nodes[random_word]
-
-        #     end, path = self.random_walk(start, steps)
-        #     while len(path) < min_path_length:
-        #         random_word = random.choice(list(self.graph.nodes.keys()))
-        #         start = self.graph.nodes[random_word]
-        #         end, path = self.random_walk(start, steps)
-
-        #     self.start = start
-        #     self.end = end
-        #     self.path = path
-
         print(f"Start word: {self.start.word}, End word: {self.end.word}")
-        print("Possible Path:", " -> ".join([node.word for node in self.path]))
+        solution = self.shortest_path(self.start, self.end)
+        print("Shortest Path:", " -> ".join([node.word for node in solution]))
 
         curr = self.start
         num_actions = 0
@@ -160,6 +166,9 @@ def _play(self):
             else:
                 print("Invalid choice, try again.")
 
+            print(f"Closest distance to target: {self.shortest_path(curr)} steps")
+            print(f"Similarity to target: {self.similarity(curr):.4f}")
+
         print(
             f"Congratulations! You reached the end word '{self.end.word}' in {num_actions} actions."
         )
diff --git a/server/services/game_manager.py b/server/services/game_manager.py
new file mode 100644
index 0000000..68824ad
--- /dev/null
+++ b/server/services/game_manager.py
@@ -0,0 +1,20 @@
+import redis
+import pickle
+
+# Configure Redis connection (adjust host/port as needed)
+r = redis.Redis(host="localhost", port=6379, db=0)
+
+
+class GameManager:
+    @staticmethod
+    def save_game(game_id, game, ttl=3600):
+        r.setex(game_id, ttl, pickle.dumps(game))
+
+    @staticmethod
+    def load_game(game_id):
+        data = r.get(game_id)
+        return pickle.loads(data) if data else None
+
+    @staticmethod
+    def delete_game(game_id):
+        r.delete(game_id)
diff --git a/server/uv.lock b/server/uv.lock
new file mode 100644
index 0000000..bec4948
--- /dev/null
+++ b/server/uv.lock
@@ -0,0 +1,789 @@
+version = 1
+revision = 3
+requires-python = ">=3.14"
+
+[[package]]
+name = "blinker"
+version = "1.9.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/21/28/9b3f50ce0e048515135495f198351908d99540d69bfdc8c1d15b73dc55ce/blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf", size = 22460, upload-time = "2024-11-08T17:25:47.436Z" }
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+]
+
+[[package]]
+name = "certifi"
+version = "2026.1.4"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/e0/2d/a891ca51311197f6ad14a7ef42e2399f36cf2f9bd44752b3dc4eab60fdc5/certifi-2026.1.4.tar.gz", hash = "sha256:ac726dd470482006e014ad384921ed6438c457018f4b3d204aea4281258b2120", size = 154268, upload-time = "2026-01-04T02:42:41.825Z" }
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+[[package]]
+name = "charset-normalizer"
+version = "3.4.4"
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