diff --git a/code/package-lock.json b/code/package-lock.json
index 186024a..7fa2a44 100644
--- a/code/package-lock.json
+++ b/code/package-lock.json
@@ -13,7 +13,7 @@
         "mongodb": "5.3.0",
         "mysql": "2.18.1",
         "neo4j-driver": "5.8.1",
-        "redis": "4.6.6"
+        "redis": "4.7.1"
       },
       "devDependencies": {
         "jest": "29.5.0"
@@ -2098,9 +2098,9 @@
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     "node_modules/@redis/client": {
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-      "resolved": "https://registry.npmjs.org/@redis/client/-/client-1.5.7.tgz",
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+      "version": "1.6.1",
+      "resolved": "https://registry.npmjs.org/@redis/client/-/client-1.6.1.tgz",
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@@ -2111,33 +2111,33 @@
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-      "resolved": "https://registry.npmjs.org/@redis/graph/-/graph-1.1.0.tgz",
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+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/@redis/graph/-/graph-1.1.1.tgz",
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       }
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     "node_modules/@redis/json": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/@redis/json/-/json-1.0.4.tgz",
-      "integrity": "sha512-LUZE2Gdrhg0Rx7AN+cZkb1e6HjoSKaeeW8rYnt89Tly13GBI5eP4CwDVr+MY8BAYfCg4/N15OUrtLoona9uSgw==",
+      "version": "1.0.7",
+      "resolved": "https://registry.npmjs.org/@redis/json/-/json-1.0.7.tgz",
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     "node_modules/@redis/search": {
-      "version": "1.1.2",
-      "resolved": "https://registry.npmjs.org/@redis/search/-/search-1.1.2.tgz",
-      "integrity": "sha512-/cMfstG/fOh/SsE+4/BQGeuH/JJloeWuH+qJzM8dbxuWvdWibWAOAHHCZTMPhV3xIlH4/cUEIA8OV5QnYpaVoA==",
+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/@redis/search/-/search-1.2.0.tgz",
+      "integrity": "sha512-tYoDBbtqOVigEDMAcTGsRlMycIIjwMCgD8eR2t0NANeQmgK/lvxNAvYyb6bZDD4frHRhIHkJu2TBRvB0ERkOmw==",
       "peerDependencies": {
         "@redis/client": "^1.0.0"
       }
     },
     "node_modules/@redis/time-series": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/@redis/time-series/-/time-series-1.0.4.tgz",
-      "integrity": "sha512-ThUIgo2U/g7cCuZavucQTQzA9g9JbDDY2f64u3AbAoz/8vE2lt2U37LamDUVChhaDA3IRT9R6VvJwqnUfTJzng==",
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@redis/time-series/-/time-series-1.1.0.tgz",
+      "integrity": "sha512-c1Q99M5ljsIuc4YdaCwfUEXsofakb9c8+Zse2qxTadu8TalLXuAESzLvFAvNVbkmSlvlzIQOLpBCmWI9wTOt+g==",
       "peerDependencies": {
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       }
@@ -4536,16 +4536,16 @@
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     "node_modules/redis": {
-      "version": "4.6.6",
-      "resolved": "https://registry.npmjs.org/redis/-/redis-4.6.6.tgz",
-      "integrity": "sha512-aLs2fuBFV/VJ28oLBqYykfnhGGkFxvx0HdCEBYdJ99FFbSEMZ7c1nVKwR6ZRv+7bb7JnC0mmCzaqu8frgOYhpA==",
+      "version": "4.7.1",
+      "resolved": "https://registry.npmjs.org/redis/-/redis-4.7.1.tgz",
+      "integrity": "sha512-S1bJDnqLftzHXHP8JsT5II/CtHWQrASX5K96REjWjlmWKrviSOLWmM7QnRLstAWsu1VBBV1ffV6DzCvxNP0UJQ==",
       "dependencies": {
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-        "@redis/client": "1.5.7",
-        "@redis/graph": "1.1.0",
-        "@redis/json": "1.0.4",
-        "@redis/search": "1.1.2",
-        "@redis/time-series": "1.0.4"
+        "@redis/client": "1.6.1",
+        "@redis/graph": "1.1.1",
+        "@redis/json": "1.0.7",
+        "@redis/search": "1.2.0",
+        "@redis/time-series": "1.1.0"
       }
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     "node_modules/require-directory": {
@@ -6828,9 +6828,9 @@
       "requires": {}
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     "@redis/client": {
-      "version": "1.5.7",
-      "resolved": "https://registry.npmjs.org/@redis/client/-/client-1.5.7.tgz",
-      "integrity": "sha512-gaOBOuJPjK5fGtxSseaKgSvjiZXQCdLlGg9WYQst+/GRUjmXaiB5kVkeQMRtPc7Q2t93XZcJfBMSwzs/XS9UZw==",
+      "version": "1.6.1",
+      "resolved": "https://registry.npmjs.org/@redis/client/-/client-1.6.1.tgz",
+      "integrity": "sha512-/KCsg3xSlR+nCK8/8ZYSknYxvXHwubJrU82F3Lm1Fp6789VQ0/3RJKfsmRXjqfaTA++23CvC3hqmqe/2GEt6Kw==",
       "requires": {
         "cluster-key-slot": "1.1.2",
         "generic-pool": "3.9.0",
@@ -6838,27 +6838,27 @@
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     },
     "@redis/graph": {
-      "version": "1.1.0",
-      "resolved": "https://registry.npmjs.org/@redis/graph/-/graph-1.1.0.tgz",
-      "integrity": "sha512-16yZWngxyXPd+MJxeSr0dqh2AIOi8j9yXKcKCwVaKDbH3HTuETpDVPcLujhFYVPtYrngSco31BUcSa9TH31Gqg==",
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/@redis/graph/-/graph-1.1.1.tgz",
+      "integrity": "sha512-FEMTcTHZozZciLRl6GiiIB4zGm5z5F3F6a6FZCyrfxdKOhFlGkiAqlexWMBzCi4DcRoyiOsuLfW+cjlGWyExOw==",
       "requires": {}
     },
     "@redis/json": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/@redis/json/-/json-1.0.4.tgz",
-      "integrity": "sha512-LUZE2Gdrhg0Rx7AN+cZkb1e6HjoSKaeeW8rYnt89Tly13GBI5eP4CwDVr+MY8BAYfCg4/N15OUrtLoona9uSgw==",
+      "version": "1.0.7",
+      "resolved": "https://registry.npmjs.org/@redis/json/-/json-1.0.7.tgz",
+      "integrity": "sha512-6UyXfjVaTBTJtKNG4/9Z8PSpKE6XgSyEb8iwaqDcy+uKrd/DGYHTWkUdnQDyzm727V7p21WUMhsqz5oy65kPcQ==",
       "requires": {}
     },
     "@redis/search": {
-      "version": "1.1.2",
-      "resolved": "https://registry.npmjs.org/@redis/search/-/search-1.1.2.tgz",
-      "integrity": "sha512-/cMfstG/fOh/SsE+4/BQGeuH/JJloeWuH+qJzM8dbxuWvdWibWAOAHHCZTMPhV3xIlH4/cUEIA8OV5QnYpaVoA==",
+      "version": "1.2.0",
+      "resolved": "https://registry.npmjs.org/@redis/search/-/search-1.2.0.tgz",
+      "integrity": "sha512-tYoDBbtqOVigEDMAcTGsRlMycIIjwMCgD8eR2t0NANeQmgK/lvxNAvYyb6bZDD4frHRhIHkJu2TBRvB0ERkOmw==",
       "requires": {}
     },
     "@redis/time-series": {
-      "version": "1.0.4",
-      "resolved": "https://registry.npmjs.org/@redis/time-series/-/time-series-1.0.4.tgz",
-      "integrity": "sha512-ThUIgo2U/g7cCuZavucQTQzA9g9JbDDY2f64u3AbAoz/8vE2lt2U37LamDUVChhaDA3IRT9R6VvJwqnUfTJzng==",
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@redis/time-series/-/time-series-1.1.0.tgz",
+      "integrity": "sha512-c1Q99M5ljsIuc4YdaCwfUEXsofakb9c8+Zse2qxTadu8TalLXuAESzLvFAvNVbkmSlvlzIQOLpBCmWI9wTOt+g==",
       "requires": {}
     },
     "@sinclair/typebox": {
@@ -8667,16 +8667,16 @@
       }
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     "redis": {
-      "version": "4.6.6",
-      "resolved": "https://registry.npmjs.org/redis/-/redis-4.6.6.tgz",
-      "integrity": "sha512-aLs2fuBFV/VJ28oLBqYykfnhGGkFxvx0HdCEBYdJ99FFbSEMZ7c1nVKwR6ZRv+7bb7JnC0mmCzaqu8frgOYhpA==",
+      "version": "4.7.1",
+      "resolved": "https://registry.npmjs.org/redis/-/redis-4.7.1.tgz",
+      "integrity": "sha512-S1bJDnqLftzHXHP8JsT5II/CtHWQrASX5K96REjWjlmWKrviSOLWmM7QnRLstAWsu1VBBV1ffV6DzCvxNP0UJQ==",
       "requires": {
         "@redis/bloom": "1.2.0",
-        "@redis/client": "1.5.7",
-        "@redis/graph": "1.1.0",
-        "@redis/json": "1.0.4",
-        "@redis/search": "1.1.2",
-        "@redis/time-series": "1.0.4"
+        "@redis/client": "1.6.1",
+        "@redis/graph": "1.1.1",
+        "@redis/json": "1.0.7",
+        "@redis/search": "1.2.0",
+        "@redis/time-series": "1.1.0"
       }
     },
     "require-directory": {
diff --git a/code/package.json b/code/package.json
index 9737165..3b255bd 100644
--- a/code/package.json
+++ b/code/package.json
@@ -13,6 +13,6 @@
     "mongodb": "5.3.0",
     "mysql": "2.18.1",
     "neo4j-driver": "5.8.1",
-    "redis": "4.6.6"
+    "redis": "4.7.1"
   }
 }