Refactor code structure for improved readability and maintainability

.cache_ggshield

@@ -1 +0,0 @@
-{"last_found_secrets": [{"name": "Generic High Entropy Secret - c:\\Users\\Edward\\Desktop\\Projects\\lmarenabridge\\test_image_support.py", "match": "31f1dddcac91a689033afe8bc59f773bd13779cbe7f5c64ce9d645a5a7252573"}]}

models.json

@@ -17,7 +17,7 @@
     "rank": 1,
     "rankByModality": {
       "chat": 1,
-      "webdev": 3
+      "webdev": 2
     }
   },
   {
@@ -37,14 +37,14 @@
     "rank": 2,
     "rankByModality": {
       "chat": 2,
-      "webdev": 20
+      "webdev": 21
     }
   },
   {
-    "id": "019ab746-30aa-7bbd-ba45-9f5c4ecb5c86",
+    "id": "019ab8b2-9bcf-79b5-9fb5-149a7c67b7c0",
     "organization": "anthropic",
-    "provider": "anthropic",
-    "publicName": "claude-opus-4-5-20251101",
+    "provider": "googleVertexAnthropic",
+    "publicName": "claude-opus-4-5-20251101-thinking-32k",
     "capabilities": {
       "inputCapabilities": {
         "text": true
@@ -57,7 +57,7 @@
     "rank": 3,
     "rankByModality": {
       "chat": 3,
-      "webdev": 2
+      "webdev": 1
     }
   },
   {
@@ -79,14 +79,13 @@
     }
   },
   {
-    "id": "019a8548-a2b1-70ce-b1be-eba096d41f58",
-    "organization": "openai",
-    "provider": "openai",
-    "publicName": "gpt-5.1-high",
+    "id": "019adbec-8396-71cc-87d5-b47f8431a6a6",
+    "organization": "anthropic",
+    "provider": "googleVertexAnthropic",
+    "publicName": "claude-opus-4-5-20251101",
     "capabilities": {
       "inputCapabilities": {
-        "text": true,
-        "image": true
+        "text": true
       },
       "outputCapabilities": {
         "text": true,
@@ -96,17 +95,18 @@
     "rank": 5,
     "rankByModality": {
       "chat": 5,
-      "webdev": 9007199254740991
+      "webdev": 3
     }
   },
   {
-    "id": "019ab8b2-9bcf-79b5-9fb5-149a7c67b7c0",
-    "organization": "anthropic",
-    "provider": "googleVertexAnthropic",
-    "publicName": "claude-opus-4-5-20251101-thinking-32k",
+    "id": "019a8548-a2b1-70ce-b1be-eba096d41f58",
+    "organization": "openai",
+    "provider": "openai",
+    "publicName": "gpt-5.1-high",
     "capabilities": {
       "inputCapabilities": {
-        "text": true
+        "text": true,
+        "image": true
       },
       "outputCapabilities": {
         "text": true,
@@ -116,7 +116,7 @@
     "rank": 6,
     "rankByModality": {
       "chat": 6,
-      "webdev": 1
+      "webdev": 9007199254740991
     }
   },
   {
@@ -153,7 +153,7 @@
     "rank": 7,
     "rankByModality": {
       "chat": 7,
-      "webdev": 19
+      "webdev": 20
     }
   },
   {
@@ -290,7 +290,7 @@
     "rank": 15,
     "rankByModality": {
       "chat": 15,
-      "webdev": 11
+      "webdev": 10
     }
   },
   {
@@ -330,6 +330,26 @@
       "chat": 17
     }
   },
+  {
+    "id": "019aa41a-0a13-714a-beb1-be4a918a4b56",
+    "organization": "xai",
+    "provider": "xaiPublic",
+    "publicName": "grok-4-1-fast-reasoning",
+    "capabilities": {
+      "inputCapabilities": {
+        "text": true
+      },
+      "outputCapabilities": {
+        "text": true,
+        "web": true
+      }
+    },
+    "rank": 18,
+    "rankByModality": {
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+      "webdev": 19
+    }
+  },
   {
     "id": "019a59bc-8bb8-7933-92eb-fe143770c211",
     "organization": "moonshot",
@@ -344,10 +364,10 @@
         "web": true
       }
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+    "rank": 19,
     "rankByModality": {
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-      "webdev": 10
+      "chat": 19,
+      "webdev": 11
     }
   },
   {
@@ -364,9 +384,9 @@
         "web": true
       }
     },
-    "rank": 19,
+    "rank": 20,
     "rankByModality": {
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+      "chat": 20,
       "webdev": 9
     }
   },
@@ -384,29 +404,9 @@
         "text": true
       }
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-    "rankByModality": {
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-    }
-  },
-  {
-    "id": "019a4fff-c017-726d-abb1-99b0aaf87f43",
-    "organization": "deepseek",
-    "provider": "deepseek",
-    "publicName": "deepseek-v3.2-exp",
-    "capabilities": {
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-        "text": true
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-      "outputCapabilities": {
-        "text": true,
-        "web": true
-      }
-    },
     "rank": 21,
     "rankByModality": {
-      "chat": 21,
-      "webdev": 14
+      "chat": 21
     }
   },
   {
@@ -440,29 +440,9 @@
         "text": true
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-  {
-    "id": "019aa41a-0a13-714a-beb1-be4a918a4b56",
-    "organization": "xai",
-    "provider": "xaiPublic",
-    "publicName": "grok-4-1-fast-reasoning",
-    "capabilities": {
-      "inputCapabilities": {
-        "text": true
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-      "outputCapabilities": {
-        "text": true,
-        "web": true
-      }
-    },
     "rank": 24,
     "rankByModality": {
-      "chat": 24,
-      "webdev": 18
+      "chat": 24
     }
   },
   {
@@ -478,16 +458,16 @@
         "text": true
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+    "rank": 26,
     "rankByModality": {
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+      "chat": 26
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   {
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-    "organization": "deepseek",
-    "provider": "deepseek",
-    "publicName": "deepseek-v3.2-exp-thinking",
+    "id": "71023e9b-7361-498a-b6db-f2d2a83883fd",
+    "organization": "xai",
+    "provider": "xaiResearch",
+    "publicName": "grok-4-fast",
     "capabilities": {
       "inputCapabilities": {
         "text": true
@@ -496,16 +476,16 @@
         "text": true
       }
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     "rankByModality": {
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+      "chat": 27
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   {
-    "id": "71023e9b-7361-498a-b6db-f2d2a83883fd",
-    "organization": "xai",
-    "provider": "xaiResearch",
-    "publicName": "grok-4-fast",
+    "id": "019acbac-df7c-73dc-9716-ebe040daaa4e",
+    "organization": "mistral",
+    "provider": "mistral",
+    "publicName": "mistral-large-3",
     "capabilities": {
       "inputCapabilities": {
         "text": true
@@ -514,9 +494,9 @@
         "text": true
       }
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+    "rank": 28,
     "rankByModality": {
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+      "chat": 28
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   {
@@ -532,9 +512,9 @@
         "text": true
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+      "chat": 29
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   {
@@ -550,9 +530,9 @@
         "text": true
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     "rankByModality": {
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+      "chat": 31
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   {
@@ -568,9 +548,9 @@
         "text": true
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   {
@@ -587,9 +567,9 @@
         "text": true
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@@ -605,9 +585,9 @@
         "text": true
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@@ -624,9 +604,9 @@
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@@ -662,9 +642,9 @@
         "text": true
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@@ -680,9 +660,9 @@
         "text": true
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@@ -699,9 +679,9 @@
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@@ -718,9 +698,9 @@
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@@ -737,9 +717,9 @@
         "web": true
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       "webdev": 22
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@@ -757,9 +737,9 @@
         "web": true
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@@ -776,24 +756,6 @@
         "text": true
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     "rank": 49,
     "rankByModality": {
       "chat": 49
@@ -835,6 +797,24 @@
       "chat": 51
     }
   },
+  {
+    "id": "4653dded-a46b-442a-a8fe-9bb9730e2453",
+    "organization": "anthropic",
+    "provider": "googleVertexAnthropic",
+    "publicName": "claude-sonnet-4-20250514-thinking-32k",
+    "capabilities": {
+      "inputCapabilities": {
+        "text": true
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+      "outputCapabilities": {
+        "text": true
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+    },
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+    "rankByModality": {
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+    }
+  },
   {
     "id": "16b8e53a-cc7b-4608-a29a-20d4dac77cf2",
     "organization": "alibaba",
@@ -848,9 +828,9 @@
         "text": true
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@@ -867,9 +847,9 @@
         "text": true
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@@ -886,9 +866,9 @@
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@@ -904,16 +884,16 @@
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-    "organization": "openai",
-    "provider": "openai",
-    "publicName": "o4-mini-2025-04-16",
+    "id": "6a3a1e04-050e-4cb4-9052-b9ac4bec0c38",
+    "organization": "tencent",
+    "provider": "tencent",
+    "publicName": "hunyuan-vision-1.5-thinking",
     "capabilities": {
       "inputCapabilities": {
         "text": true,
@@ -923,16 +903,16 @@
         "text": true
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   {
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-    "organization": "tencent",
-    "provider": "tencent",
-    "publicName": "hunyuan-vision-1.5-thinking",
+    "id": "f1102bbf-34ca-468f-a9fc-14bcf63f315b",
+    "organization": "openai",
+    "provider": "openai",
+    "publicName": "o4-mini-2025-04-16",
     "capabilities": {
       "inputCapabilities": {
         "text": true,
@@ -942,9 +922,9 @@
         "text": true
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@@ -960,9 +940,9 @@
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@@ -978,9 +958,9 @@
         "text": true
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@@ -996,9 +976,9 @@
         "text": true
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   {
@@ -1015,9 +995,9 @@
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       "webdev": 15
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@@ -1034,9 +1014,9 @@
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@@ -1053,9 +1033,9 @@
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@@ -1071,9 +1051,9 @@
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@@ -1090,9 +1070,9 @@
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@@ -1109,9 +1089,9 @@
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@@ -1128,9 +1108,9 @@
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@@ -1146,9 +1126,9 @@
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@@ -1164,9 +1144,9 @@
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@@ -1182,9 +1162,9 @@
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@@ -1200,9 +1180,9 @@
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@@ -1218,9 +1198,9 @@
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@@ -1236,9 +1216,9 @@
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   {
@@ -1255,9 +1235,9 @@
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@@ -1273,9 +1253,9 @@
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@@ -1292,9 +1272,9 @@
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@@ -1310,9 +1290,9 @@
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@@ -1329,9 +1309,9 @@
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@@ -1365,9 +1345,9 @@
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@@ -1384,16 +1364,16 @@
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   {
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-    "organization": "amazon",
-    "provider": "amazon",
-    "publicName": "amazon-nova-experimental-chat-10-20",
+    "id": "c680645e-efac-4a81-b0af-da16902b2541",
+    "organization": "openai",
+    "provider": "openai",
+    "publicName": "o3-mini",
     "capabilities": {
       "inputCapabilities": {
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@@ -1402,16 +1382,16 @@
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-    "organization": "openai",
-    "provider": "openai",
-    "publicName": "o3-mini",
+    "id": "019a4c75-256c-790b-9088-4694cc63c507",
+    "organization": "amazon",
+    "provider": "amazon",
+    "publicName": "amazon-nova-experimental-chat-10-20",
     "capabilities": {
       "inputCapabilities": {
         "text": true
@@ -1420,9 +1400,9 @@
         "text": true
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@@ -1438,9 +1418,9 @@
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   {
@@ -1457,9 +1437,9 @@
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       "webdev": 13
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@@ -1477,27 +1457,9 @@
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   {
@@ -1514,9 +1476,9 @@
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sample/retry.har

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-{
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-      "version": "1.17.11b"
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-            {
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-              "value": "keep-alive"
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-        "response": {
-          "status": 200,
-          "statusText": "",
-          "httpVersion": "HTTP/3",
-          "headers": [
-            {
-              "name": "date",
-              "value": "Mon, 01 Dec 2025 05:52:57 GMT"
-            },
-            {
-              "name": "content-type",
-              "value": "text/event-stream"
-            },
-            {
-              "name": "server",
-              "value": "cloudflare"
-            },
-            {
-              "name": "cf-ray",
-              "value": "9a70523b990bec83-ADL"
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-            {
-              "name": "cf-cache-status",
-              "value": "DYNAMIC"
-            },
-            {
-              "name": "access-control-allow-origin",
-              "value": "*"
-            },
-            {
-              "name": "cache-control",
-              "value": "no-cache"
-            },
-            {
-              "name": "strict-transport-security",
-              "value": "max-age=63072000; includeSubDomains; preload"
-            },
-            {
-              "name": "vary",
-              "value": "RSC, Next-Router-State-Tree, Next-Router-Prefetch, Next-Router-Segment-Prefetch, Accept-Encoding"
-            },
-            {
-              "name": "ratelimit",
-              "value": "limit=3000, remaining=2999, reset=60"
-            },
-            {
-              "name": "ratelimit-limit",
-              "value": "240"
-            },
-            {
-              "name": "ratelimit-policy",
-              "value": "3000;w=300"
-            },
-            {
-              "name": "ratelimit-remaining",
-              "value": "217"
-            },
-            {
-              "name": "ratelimit-reset",
-              "value": "1764568800"
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-              "name": "x-content-type-options",
-              "value": "nosniff"
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-            {
-              "name": "report-to",
-              "value": "{\"endpoints\":[{\"url\":\"https:\\/\\/csp-reporting.cloudflare.com\\/cdn-cgi\\/script_monitor\\/report?m=GOrXe8n_Sm.rolBQM2ls.wufn6MMyOMdFG5Q1dSQcLU-1764568377-1.0.1.1-wUl3ycmlwgMd.bjje3A2dc0u4UCXNIIMgehrAf0V.iS41jXfZcNc_mBoZUV.jOdlEYL6_dwMlY0BmuKArABolSwXTPzNhTyYVdWEKd8d4AJnsgY4_L__9qVqfex4U5Th2IVz80UzBQt1fI5TBGgEhQ7qD1uuu7frKs8A3OIz18I\"}],\"group\":\"cf-csp-endpoint\",\"max_age\":86400}"
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-              "value": "h3=\":443\"; ma=86400"
-            },
-            {
-              "name": "server-timing",
-              "value": "cfExtPri"
-            }
-          ],
-          "cookies": [],
-          "content": {
-            "mimeType": "text/event-stream",
-            "size": 71,
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-          "redirectURL": "",
-          "headersSize": 1787,
-          "bodySize": 1858
-        },
-        "cache": {},
-        "timings": {
-          "blocked": -1,
-          "dns": 0,
-          "connect": 0,
-          "ssl": 0,
-          "send": 0,
-          "wait": 1763,
-          "receive": 34
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-        "time": 1797,
-        "_securityState": "secure",
-        "serverIPAddress": "104.18.20.173",
-        "connection": "443",
-        "pageref": "page_3"
-      }
-    ]
-  }
-}

sample/search.har

@@ -1,277 +0,0 @@
-{
-  "log": {
-    "version": "1.2",
-    "creator": {
-      "name": "Zen",
-      "version": "1.17.11b"
-    },
-    "browser": {
-      "name": "Zen",
-      "version": "1.17.11b"
-    },
-    "pages": [
-      {
-        "id": "page_1",
-        "pageTimings": {
-          "onContentLoad": -9579,
-          "onLoad": 4503
-        },
-        "startedDateTime": "2025-12-01T16:16:47.745+10:30",
-        "title": "https://lmarena.ai/c/new?mode=direct&chat-modality=search"
-      }
-    ],
-    "entries": [
-      {
-        "startedDateTime": "2025-12-01T16:16:47.745+10:30",
-        "request": {
-          "bodySize": 1937,
-          "method": "POST",
-          "url": "https://lmarena.ai/nextjs-api/stream/create-evaluation",
-          "httpVersion": "HTTP/3",
-          "headers": [
-            {
-              "name": "Host",
-              "value": "lmarena.ai"
-            },
-            {
-              "name": "User-Agent",
-              "value": "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:145.0) Gecko/20100101 Firefox/145.0"
-            },
-            {
-              "name": "Accept",
-              "value": "*/*"
-            },
-            {
-              "name": "Accept-Language",
-              "value": "en-AU,en-GB;q=0.7,en;q=0.3"
-            },
-            {
-              "name": "Accept-Encoding",
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