diff --git a/changelog.d/20231204_141903_roman_ui_retry_429.md b/changelog.d/20231204_141903_roman_ui_retry_429.md
new file mode 100644
index 00000000000..2466ad47e13
--- /dev/null
+++ b/changelog.d/20231204_141903_roman_ui_retry_429.md
@@ -0,0 +1,4 @@
+### Added
+
+- The UI will now retry requests that were rejected due to rate limiting
+  (<https://github.com/opencv/cvat/pull/7216>)
diff --git a/cvat-core/package.json b/cvat-core/package.json
index a9ff302733f..b0c6992ed1c 100644
--- a/cvat-core/package.json
+++ b/cvat-core/package.json
@@ -30,6 +30,7 @@
   "dependencies": {
     "@types/lodash": "^4.14.191",
     "axios": "^1.6.0",
+    "axios-retry": "^4.0.0",
     "cvat-data": "link:./../cvat-data",
     "detect-browser": "^5.2.1",
     "error-stack-parser": "^2.0.2",
diff --git a/cvat-core/src/axios-config.ts b/cvat-core/src/axios-config.ts
new file mode 100644
index 00000000000..565e76b134c
--- /dev/null
+++ b/cvat-core/src/axios-config.ts
@@ -0,0 +1,25 @@
+// Copyright (C) 2023 CVAT.ai Corporation
+//
+// SPDX-License-Identifier: MIT
+
+import Axios from 'axios';
+import axiosRetry from 'axios-retry';
+
+Axios.defaults.withCredentials = true;
+Axios.defaults.xsrfHeaderName = 'X-CSRFTOKEN';
+Axios.defaults.xsrfCookieName = 'csrftoken';
+
+axiosRetry(Axios, {
+    retryCondition: (error) => error.response && error.response.status === Axios.HttpStatusCode.TooManyRequests,
+    retryDelay: (retryCount, error) => {
+        const retryAfterValue = error.response.headers['retry-after'];
+
+        // Retry-After is allowed to be a decimal integer as well as a date.
+        // We're probably not going to use the latter option, though, so don't bother parsing it.
+        if (!retryAfterValue || !/^\d+$/.test(retryAfterValue)) {
+            return axiosRetry.exponentialDelay(retryCount, error);
+        }
+
+        return parseInt(retryAfterValue, 10) * 1000;
+    },
+});
diff --git a/cvat-core/src/download.worker.ts b/cvat-core/src/download.worker.ts
index d4ba0f40fec..ce3101d17b3 100644
--- a/cvat-core/src/download.worker.ts
+++ b/cvat-core/src/download.worker.ts
@@ -5,9 +5,7 @@
 
 import Axios from 'axios';
 
-Axios.defaults.withCredentials = true;
-Axios.defaults.xsrfHeaderName = 'X-CSRFTOKEN';
-Axios.defaults.xsrfCookieName = 'csrftoken';
+import './axios-config';
 
 onmessage = (e) => {
     Axios.get(e.data.url, e.data.config)
diff --git a/cvat-core/src/server-proxy.ts b/cvat-core/src/server-proxy.ts
index 610dfa479e2..1dd734f785d 100644
--- a/cvat-core/src/server-proxy.ts
+++ b/cvat-core/src/server-proxy.ts
@@ -9,6 +9,7 @@ import Axios, { AxiosError, AxiosResponse } from 'axios';
 import * as tus from 'tus-js-client';
 import { ChunkQuality } from 'cvat-data';
 
+import './axios-config';
 import {
     SerializedLabel, SerializedAnnotationFormats, ProjectsFilter,
     SerializedProject, SerializedTask, TasksFilter, SerializedUser, SerializedOrganization,
@@ -242,9 +243,6 @@ class WorkerWrappedAxios {
     }
 }
 
-Axios.defaults.withCredentials = true;
-Axios.defaults.xsrfHeaderName = 'X-CSRFTOKEN';
-Axios.defaults.xsrfCookieName = 'csrftoken';
 const workerAxios = new WorkerWrappedAxios();
 Axios.interceptors.request.use((reqConfig) => {
     if ('params' in reqConfig && 'org' in reqConfig.params) {
diff --git a/yarn.lock b/yarn.lock
index facbf1a72eb..635bc99f957 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -2227,11 +2227,6 @@
   resolved "https://registry.yarnpkg.com/@types/polylabel/-/polylabel-1.1.3.tgz#15aba4277b03ac0ab60a0dea75a13bde45dcfc01"
   integrity sha512-9Zw2KoDpi+T4PZz2G6pO2xArE0m/GSMTW1MIxF2s8ZY8x9XDO6fv9um0ydRGvcbkFLlaq8yNK6eZxnmMZtDgWQ==
 
-"@types/prettier@2.4.1":
-  version "2.4.1"
-  resolved "https://registry.yarnpkg.com/@types/prettier/-/prettier-2.4.1.tgz#e1303048d5389563e130f5bdd89d37a99acb75eb"
-  integrity sha512-Fo79ojj3vdEZOHg3wR9ksAMRz4P3S5fDB5e/YWZiFnyFQI1WY2Vftu9XoXVVtJfxB7Bpce/QTqWSSntkz2Znrw==
-
 "@types/prismjs@^1.0.0":
   version "1.26.3"
   resolved "https://registry.yarnpkg.com/@types/prismjs/-/prismjs-1.26.3.tgz#47fe8e784c2dee24fe636cab82e090d3da9b7dec"
@@ -2265,12 +2260,12 @@
     "@types/react" "*"
     "@types/reactcss" "*"
 
-"@types/react-dom@^16.9.14", "@types/react-dom@^18.0.5":
-  version "18.2.17"
-  resolved "https://registry.yarnpkg.com/@types/react-dom/-/react-dom-18.2.17.tgz#375c55fab4ae671bd98448dcfa153268d01d6f64"
-  integrity sha512-rvrT/M7Df5eykWFxn6MYt5Pem/Dbyc1N8Y0S9Mrkw2WFCRiqUgw9P7ul2NpwsXCSM1DVdENzdG9J5SreqfAIWg==
+"@types/react-dom@^16.9.14":
+  version "16.9.24"
+  resolved "https://registry.yarnpkg.com/@types/react-dom/-/react-dom-16.9.24.tgz#4d193d7d011267fca842e8a10a2d738f92ec5c30"
+  integrity sha512-Gcmq2JTDheyWn/1eteqyzzWKSqDjYU6KYsIvH7thb7CR5OYInAWOX+7WnKf6PaU/cbdOc4szJItcDEJO7UGmfA==
   dependencies:
-    "@types/react" "*"
+    "@types/react" "^16"
 
 "@types/react-grid-layout@^1.3.2":
   version "1.3.5"
@@ -2279,7 +2274,7 @@
   dependencies:
     "@types/react" "*"
 
-"@types/react-redux@^7.1.18", "@types/react-redux@^7.1.20", "@types/react-redux@^7.1.24":
+"@types/react-redux@^7.1.18", "@types/react-redux@^7.1.20":
   version "7.1.31"
   resolved "https://registry.yarnpkg.com/@types/react-redux/-/react-redux-7.1.31.tgz#ff914f80401488bb31d064b1d84ae525dad41b23"
   integrity sha512-merF9AH72krBUekQY6uObXnMsEo1xTeZy9NONNRnqSwvwVe3HtLeRvNIPaKmPDIOWPsSFE51rc2WGpPMqmuCWg==
@@ -2289,7 +2284,7 @@
     hoist-non-react-statics "^3.3.0"
     redux "^4.0.0"
 
-"@types/react-router-dom@^5.1.9", "@types/react-router-dom@^5.3.3":
+"@types/react-router-dom@^5.1.9":
   version "5.3.3"
   resolved "https://registry.yarnpkg.com/@types/react-router-dom/-/react-router-dom-5.3.3.tgz#e9d6b4a66fcdbd651a5f106c2656a30088cc1e83"
   integrity sha512-kpqnYK4wcdm5UaWI3fLcELopqLrHgLqNsdpHauzlQktfkHL3npOSwtj1Uz9oKBAzs7lFtVkV8j83voAz2D8fhw==
@@ -2306,7 +2301,7 @@
     "@types/history" "^4.7.11"
     "@types/react" "*"
 
-"@types/react@*", "@types/react@^16.14.15", "@types/react@^17.0.30":
+"@types/react@*":
   version "17.0.71"
   resolved "https://registry.yarnpkg.com/@types/react/-/react-17.0.71.tgz#3673d446ad482b1564e44bf853b3ab5bcbc942c4"
   integrity sha512-lfqOu9mp16nmaGRrS8deS2Taqhd5Ih0o92Te5Ws6I1py4ytHBcXLqh0YIqVsViqwVI5f+haiFM6hju814BzcmA==
@@ -2315,6 +2310,15 @@
     "@types/scheduler" "*"
     csstype "^3.0.2"
 
+"@types/react@^16", "@types/react@^16.14.15":
+  version "16.14.52"
+  resolved "https://registry.yarnpkg.com/@types/react/-/react-16.14.52.tgz#d6c31c3f69cf6ae10718d0a07a2ef6f2ebafc490"
+  integrity sha512-4+ZN73hgRW3Gang3QMqWjrqPPkf+lWZYiyG4uXtUbpd+7eiBDw6Gemila6rXDd8DorADupTiIERL6Mb5BQTF2w==
+  dependencies:
+    "@types/prop-types" "*"
+    "@types/scheduler" "*"
+    csstype "^3.0.2"
+
 "@types/reactcss@*":
   version "1.2.10"
   resolved "https://registry.yarnpkg.com/@types/reactcss/-/reactcss-1.2.10.tgz#89feb81e913ccf68ff599dbabcc823e1b49c4f7c"
@@ -3217,6 +3221,13 @@ axe-core@=4.7.0:
   resolved "https://registry.yarnpkg.com/axe-core/-/axe-core-4.7.0.tgz#34ba5a48a8b564f67e103f0aa5768d76e15bbbbf"
   integrity sha512-M0JtH+hlOL5pLQwHOLNYZaXuhqmvS8oExsqB1SBYgA4Dk7u/xx+YdGHXaK5pyUfed5mYXdlYiphWq3G8cRi5JQ==
 
+axios-retry@^4.0.0:
+  version "4.0.0"
+  resolved "https://registry.yarnpkg.com/axios-retry/-/axios-retry-4.0.0.tgz#d5cb8ea1db18e05ce6f08aa5fe8b2663bba48e60"
+  integrity sha512-F6P4HVGITD/v4z9Lw2mIA24IabTajvpDZmKa6zq/gGwn57wN5j1P3uWrAV0+diqnW6kTM2fTqmWNfgYWGmMuiA==
+  dependencies:
+    is-retry-allowed "^2.2.0"
+
 axios@^1.6.0:
   version "1.6.2"
   resolved "https://registry.yarnpkg.com/axios/-/axios-1.6.2.tgz#de67d42c755b571d3e698df1b6504cde9b0ee9f2"
@@ -6500,6 +6511,11 @@ is-relative-url@^2.0.0:
   dependencies:
     is-absolute-url "^2.0.0"
 
+is-retry-allowed@^2.2.0:
+  version "2.2.0"
+  resolved "https://registry.yarnpkg.com/is-retry-allowed/-/is-retry-allowed-2.2.0.tgz#88f34cbd236e043e71b6932d09b0c65fb7b4d71d"
+  integrity sha512-XVm7LOeLpTW4jV19QSH38vkswxoLud8sQ57YwJVTPWdiaI9I8keEhGFpBlslyVsgdQy4Opg8QOLb8YRgsyZiQg==
+
 is-set@^2.0.1:
   version "2.0.2"
   resolved "https://registry.yarnpkg.com/is-set/-/is-set-2.0.2.tgz#90755fa4c2562dc1c5d4024760d6119b94ca18ec"