diff --git a/extensions/image-processing-api/functions/package-lock.json b/extensions/image-processing-api/functions/package-lock.json
index 3827cd3..45b1159 100644
--- a/extensions/image-processing-api/functions/package-lock.json
+++ b/extensions/image-processing-api/functions/package-lock.json
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+      "version": "4.6.2",
+      "resolved": "https://registry.npmjs.org/lodash.merge/-/lodash.merge-4.6.2.tgz",
+      "integrity": "sha512-0KpjqXRVvrYyCsX1swR/XTK0va6VQkQM6MNo7PqW77ByjAhoARA8EfrP1N4+KlKj8YS0ZUCtRT/YUuhyYDujIQ=="
+    },
     "lodash.once": {
       "version": "4.1.1",
       "resolved": "https://registry.npmjs.org/lodash.once/-/lodash.once-4.1.1.tgz",
@@ -10790,6 +12939,11 @@
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     },
+    "module-details-from-path": {
+      "version": "1.0.3",
+      "resolved": "https://registry.npmjs.org/module-details-from-path/-/module-details-from-path-1.0.3.tgz",
+      "integrity": "sha512-ySViT69/76t8VhE1xXHK6Ch4NcDd26gx0MzKXLO+F7NOtnqH68d9zF94nT8ZWSxXh8ELOERsnJO/sWt1xZYw5A=="
+    },
     "ms": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/ms/-/ms-2.0.0.tgz",
@@ -10811,6 +12965,16 @@
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     },
+    "neo-async": {
+      "version": "2.6.2",
+      "resolved": "https://registry.npmjs.org/neo-async/-/neo-async-2.6.2.tgz",
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+    },
+    "node-domexception": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/node-domexception/-/node-domexception-1.0.0.tgz",
+      "integrity": "sha512-/jKZoMpw0F8GRwl4/eLROPA3cfcXtLApP0QzLmUT/HuPCZWyB7IY9ZrMeKw2O/nFIqPQB3PVM9aYm0F312AXDQ=="
+    },
     "node-fetch": {
       "version": "2.7.0",
       "resolved": "https://registry.npmjs.org/node-fetch/-/node-fetch-2.7.0.tgz",
@@ -10978,6 +13142,11 @@
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     },
+    "partial-json": {
+      "version": "0.1.7",
+      "resolved": "https://registry.npmjs.org/partial-json/-/partial-json-0.1.7.tgz",
+      "integrity": "sha512-Njv/59hHaokb/hRUjce3Hdv12wd60MtM9Z5Olmn+nehe0QDAsRtRbJPvJ0Z91TusF0SuZRIvnM+S4l6EIP8leA=="
+    },
     "path-exists": {
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/path-exists/-/path-exists-4.0.0.tgz",
@@ -10998,8 +13167,7 @@
     "path-parse": {
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       "resolved": "https://registry.npmjs.org/path-parse/-/path-parse-1.0.7.tgz",
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-      "dev": true
+      "integrity": "sha512-LDJzPVEEEPR+y48z93A0Ed0yXb8pAByGWo/k5YYdYgpY2/2EsOsksJrq7lOHxryrVOn1ejG6oAp8ahvOIQD8sw=="
     },
     "path-to-regexp": {
       "version": "0.1.12",
@@ -11188,14 +13356,42 @@
     "require-directory": {
       "version": "2.1.1",
       "resolved": "https://registry.npmjs.org/require-directory/-/require-directory-2.1.1.tgz",
-      "integrity": "sha512-fGxEI7+wsG9xrvdjsrlmL22OMTTiHRwAMroiEeMgq8gzoLC/PQr7RsRDSTLUg/bZAZtF+TVIkHc6/4RIKrui+Q==",
-      "devOptional": true
+      "integrity": "sha512-fGxEI7+wsG9xrvdjsrlmL22OMTTiHRwAMroiEeMgq8gzoLC/PQr7RsRDSTLUg/bZAZtF+TVIkHc6/4RIKrui+Q=="
+    },
+    "require-from-string": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/require-from-string/-/require-from-string-2.0.2.tgz",
+      "integrity": "sha512-Xf0nWe6RseziFMu+Ap9biiUbmplq6S9/p+7w7YXP/JBHhrUDDUhwa+vANyubuqfZWTveU//DYVGsDG7RKL/vEw=="
+    },
+    "require-in-the-middle": {
+      "version": "7.5.2",
+      "resolved": "https://registry.npmjs.org/require-in-the-middle/-/require-in-the-middle-7.5.2.tgz",
+      "integrity": "sha512-gAZ+kLqBdHarXB64XpAe2VCjB7rIRv+mU8tfRWziHRJ5umKsIHN2tLLv6EtMw7WCdP19S0ERVMldNvxYCHnhSQ==",
+      "requires": {
+        "debug": "^4.3.5",
+        "module-details-from-path": "^1.0.3",
+        "resolve": "^1.22.8"
+      },
+      "dependencies": {
+        "debug": {
+          "version": "4.4.0",
+          "resolved": "https://registry.npmjs.org/debug/-/debug-4.4.0.tgz",
+          "integrity": "sha512-6WTZ/IxCY/T6BALoZHaE4ctp9xm+Z5kY/pzYaCHRFeyVhojxlrm+46y68HA6hr0TcwEssoxNiDEUJQjfPZ/RYA==",
+          "requires": {
+            "ms": "^2.1.3"
+          }
+        },
+        "ms": {
+          "version": "2.1.3",
+          "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.3.tgz",
+          "integrity": "sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA=="
+        }
+      }
     },
     "resolve": {
       "version": "1.22.10",
       "resolved": "https://registry.npmjs.org/resolve/-/resolve-1.22.10.tgz",
       "integrity": "sha512-NPRy+/ncIMeDlTAsuqwKIiferiawhefFJtkNSW0qZJEqMEb+qBt/77B/jGeeek+F0uOeN05CDa6HXbbIgtVX4w==",
-      "dev": true,
       "requires": {
         "is-core-module": "^2.16.0",
         "path-parse": "^1.0.7",
@@ -11372,6 +13568,11 @@
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       "dev": true
     },
+    "shimmer": {
+      "version": "1.2.1",
+      "resolved": "https://registry.npmjs.org/shimmer/-/shimmer-1.2.1.tgz",
+      "integrity": "sha512-sQTKC1Re/rM6XyFM6fIAGHRPVGvyXfgzIDvzoq608vM+jeyVD0Tu1E6Np0Kc2zAIFWIj963V2800iF/9LPieQw=="
+    },
     "side-channel": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/side-channel/-/side-channel-1.1.0.tgz",
@@ -11465,8 +13666,7 @@
     "source-map": {
       "version": "0.6.1",
       "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.6.1.tgz",
-      "integrity": "sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g==",
-      "dev": true
+      "integrity": "sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g=="
     },
     "source-map-support": {
       "version": "0.5.13",
@@ -11618,8 +13818,7 @@
     "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
+      "integrity": "sha512-ot0WnXS9fgdkgIcePe6RHNk1WA8+muPa6cSjeR3V8K27q9BB1rTE3R1p7Hv0z1ZyAc8s6Vvv8DIyWf681MAt0w=="
     },
     "tar": {
       "version": "6.2.1",
@@ -11642,9 +13841,9 @@
       }
     },
     "tar-fs": {
-      "version": "2.1.1",
-      "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-2.1.1.tgz",
-      "integrity": "sha512-V0r2Y9scmbDRLCNex/+hYzvp/zyYjvFbHPNgVTKfQvVrb6guiE/fxP+XblDNR011utopbkex2nM4dHNV6GDsng==",
+      "version": "2.1.2",
+      "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-2.1.2.tgz",
+      "integrity": "sha512-EsaAXwxmx8UB7FRKqeozqEPop69DXcmYwTQwXvyAPF352HJsPdkVhvTaDPYqfNgruveJIJy3TA2l+2zj8LJIJA==",
       "requires": {
         "chownr": "^1.1.1",
         "mkdirp-classic": "^0.5.2",
@@ -11822,6 +14021,12 @@
       "resolved": "https://registry.npmjs.org/typescript/-/typescript-4.8.4.tgz",
       "integrity": "sha512-QCh+85mCy+h0IGff8r5XWzOVSbBO+KfeYrMQh7NJ58QujwcE22u+NUSmUxqF+un70P9GXKxa2HCNiTTMJknyjQ=="
     },
+    "uglify-js": {
+      "version": "3.19.3",
+      "resolved": "https://registry.npmjs.org/uglify-js/-/uglify-js-3.19.3.tgz",
+      "integrity": "sha512-v3Xu+yuwBXisp6QYTcH4UbH+xYJXqnq2m/LtQVWKWzYc1iehYnLixoQDN9FH6/j9/oybfd6W9Ghwkl8+UMKTKQ==",
+      "optional": true
+    },
     "undici-types": {
       "version": "6.20.0",
       "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.20.0.tgz",
@@ -11882,6 +14087,11 @@
         "makeerror": "1.0.12"
       }
     },
+    "web-streams-polyfill": {
+      "version": "3.3.3",
+      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
+      "integrity": "sha512-d2JWLCivmZYTSIoge9MsgFCZrt571BikcWGYkjC1khllbTeDlGqZ2D8vD8E/lJa8WGWbb7Plm8/XJYV7IJHZZw=="
+    },
     "websocket-driver": {
       "version": "0.7.4",
       "resolved": "https://registry.npmjs.org/websocket-driver/-/websocket-driver-0.7.4.tgz",
@@ -11914,11 +14124,15 @@
         "string-width": "^1.0.2 || 2 || 3 || 4"
       }
     },
+    "wordwrap": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/wordwrap/-/wordwrap-1.0.0.tgz",
+      "integrity": "sha512-gvVzJFlPycKc5dZN4yPkP8w7Dc37BtP1yczEneOb4uq34pXZcvrtRTmWV8W+Ume+XCxKgbjM+nevkyFPMybd4Q=="
+    },
     "wrap-ansi": {
       "version": "7.0.0",
       "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
       "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
-      "devOptional": true,
       "requires": {
         "ansi-styles": "^4.0.0",
         "string-width": "^4.1.0",
@@ -11928,14 +14142,12 @@
         "is-fullwidth-code-point": {
           "version": "3.0.0",
           "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz",
-          "integrity": "sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg==",
-          "devOptional": true
+          "integrity": "sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg=="
         },
         "string-width": {
           "version": "4.2.3",
           "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
           "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
-          "devOptional": true,
           "requires": {
             "emoji-regex": "^8.0.0",
             "is-fullwidth-code-point": "^3.0.0",
@@ -11962,19 +14174,22 @@
     "y18n": {
       "version": "5.0.8",
       "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
-      "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==",
-      "devOptional": true
+      "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA=="
     },
     "yallist": {
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
       "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
     },
+    "yaml": {
+      "version": "2.7.1",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.7.1.tgz",
+      "integrity": "sha512-10ULxpnOCQXxJvBgxsn9ptjq6uviG/htZKk9veJGhlqn3w/DxQ631zFF+nlQXLwmImeS5amR2dl2U8sg6U9jsQ=="
+    },
     "yargs": {
       "version": "17.7.2",
       "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz",
       "integrity": "sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==",
-      "devOptional": true,
       "requires": {
         "cliui": "^8.0.1",
         "escalade": "^3.1.1",
@@ -11988,14 +14203,12 @@
         "is-fullwidth-code-point": {
           "version": "3.0.0",
           "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz",
-          "integrity": "sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg==",
-          "devOptional": true
+          "integrity": "sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg=="
         },
         "string-width": {
           "version": "4.2.3",
           "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
           "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
-          "devOptional": true,
           "requires": {
             "emoji-regex": "^8.0.0",
             "is-fullwidth-code-point": "^3.0.0",
@@ -12007,14 +14220,24 @@
     "yargs-parser": {
       "version": "21.1.1",
       "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz",
-      "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==",
-      "devOptional": true
+      "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw=="
     },
     "yocto-queue": {
       "version": "0.1.0",
       "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
       "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
       "devOptional": true
+    },
+    "zod": {
+      "version": "3.24.2",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.24.2.tgz",
+      "integrity": "sha512-lY7CDW43ECgW9u1TcT3IoXHflywfVqDYze4waEz812jR/bZ8FHDsl7pFQoSZTz5N+2NqRXs8GBwnAwo3ZNxqhQ=="
+    },
+    "zod-to-json-schema": {
+      "version": "3.24.5",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.5.tgz",
+      "integrity": "sha512-/AuWwMP+YqiPbsJx5D6TfgRTc4kTLjsh5SOcd4bLsfUg2RcEXrFMJl1DGgdHy2aCfsIA/cr/1JM0xcB2GZji8g==",
+      "requires": {}
     }
   }
 }
diff --git a/extensions/image-processing-api/functions/package.json b/extensions/image-processing-api/functions/package.json
index af0e52d..f509b6c 100644
--- a/extensions/image-processing-api/functions/package.json
+++ b/extensions/image-processing-api/functions/package.json
@@ -19,6 +19,7 @@
   },
   "main": "lib/index.js",
   "dependencies": {
+    "@genkit-ai/googleai": "^1.4.0",
     "@types/cors": "^2.8.10",
     "@types/jest": "^29.5.14",
     "@types/lodash.get": "^4.4.6",
@@ -31,6 +32,7 @@
     "file-type": "^16.5.0",
     "firebase-admin": "^13.2.0",
     "firebase-functions": "^6.3.2",
+    "genkit": "^1.4.0",
     "helmet": "^4.6.0",
     "sharp": "^0.33.5",
     "superstruct": "^0.15.2",
diff --git a/extensions/image-processing-api/functions/src/config.ts b/extensions/image-processing-api/functions/src/config.ts
index b9aa4e6..169a5fb 100644
--- a/extensions/image-processing-api/functions/src/config.ts
+++ b/extensions/image-processing-api/functions/src/config.ts
@@ -20,4 +20,6 @@ export const extensionConfiguration = {
     .split(',')
     .map(s => s.trim()),
   hostname: process.env.HOSTNAME || null,
+  googleApiKey: process.env.GOOGLE_API_KEY || null,
+  geminiPrompt: process.env.GEMINI_PROMPT || null,
 };
diff --git a/extensions/image-processing-api/functions/src/operations/gemini.ts b/extensions/image-processing-api/functions/src/operations/gemini.ts
new file mode 100644
index 0000000..81d9d6d
--- /dev/null
+++ b/extensions/image-processing-api/functions/src/operations/gemini.ts
@@ -0,0 +1,102 @@
+/*
+ * Copyright (c) 2016-present Invertase Limited
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+import * as superstruct from 'superstruct';
+import { OperationBuilder } from '../types';
+import { genkit } from 'genkit';
+import { googleAI, gemini20FlashExp } from '@genkit-ai/googleai';
+import { extensionConfiguration } from '../config';
+
+const name = 'gemini';
+
+const struct = superstruct.object({
+  operation: superstruct.literal(name),
+});
+
+export const operationGemini: OperationBuilder = {
+  name,
+  struct,
+  async build() {
+    return [
+      {
+        method: 'gemini',
+        arguments: [],
+      },
+    ];
+  },
+};
+
+interface CallGeminiOptions {
+  imageBuffer: Buffer;
+  prompt: string;
+}
+
+export const callGemini: (
+  options: CallGeminiOptions,
+) => Promise<Buffer> = async options => {
+  const ai = genkit({
+    plugins: [
+      googleAI({
+        apiKey: extensionConfiguration.googleApiKey || '',
+      }),
+    ],
+  });
+
+  const base64 = options.imageBuffer.toString('base64');
+  const dataUrl = `data:image/png;base64,${base64}`;
+
+  content: [
+    { text: options.prompt },
+    { media: { url: dataUrl, contentType: 'image/png' } },
+  ];
+
+  console.warn('calling gemini', options);
+
+  // @ts-ignore
+  const response = await ai.generate({
+    // @ts-ignore
+    model: gemini20FlashExp,
+    messages: [
+      {
+        role: 'user',
+        content: [
+          {
+            text: options.prompt,
+          },
+          { media: { url: dataUrl, contentType: 'image/png' } },
+        ],
+      },
+    ],
+    config: {
+      version: 'gemini-2.0-flash-exp-image-generation',
+      responseModalities: ['image', 'text'],
+    },
+  });
+
+  console.warn('gemini response', response);
+  console.warn('gemini response');
+
+  // @ts-ignore
+  const dataUrlResponse = response.message?.content[0].media?.url;
+
+  if (!dataUrlResponse) {
+    throw new Error('No image returned from the AI.');
+  }
+  // Decode the base64 image and save it
+  const base64Data = dataUrlResponse.split(',')[1];
+  const buffer = Buffer.from(base64Data, 'base64');
+  return buffer;
+};
diff --git a/extensions/image-processing-api/functions/src/operations/index.ts b/extensions/image-processing-api/functions/src/operations/index.ts
index e1ba6e5..99cedc9 100644
--- a/extensions/image-processing-api/functions/src/operations/index.ts
+++ b/extensions/image-processing-api/functions/src/operations/index.ts
@@ -56,6 +56,8 @@ import { operationTint } from './tint';
 import { operationGrayScale } from './grayscale';
 import { operationModulate } from './modulate';
 import { operationLinear } from './linear';
+import { callGemini, operationGemini } from './gemini';
+import { extensionConfiguration } from '../config';
 
 export * from './input';
 export * from './output';
@@ -115,6 +117,7 @@ const builders: { [key: string]: OperationBuilder } = {
   grayscale: operationGrayScale,
   modulate: operationModulate,
   linear: operationLinear,
+  gemini: operationGemini,
 };
 
 export function builderForOperation(operation: Operation): OperationBuilder {
@@ -259,6 +262,32 @@ export async function applyValidatedOperation(
   );
   for (let i = 0; i < builtOperation.actions.length; i++) {
     const action = builtOperation.actions[i];
+
+    if (action.method === 'gemini' && currentInstance) {
+      const promptParam = extensionConfiguration.geminiPrompt;
+
+      if (!promptParam) {
+        throw new AssertionError({
+          message: 'Gemini prompt is not set in the configuration.',
+        });
+      }
+      if (!extensionConfiguration.googleApiKey) {
+        throw new AssertionError({
+          message: 'Google API key is not set in the configuration.',
+        });
+      }
+
+      const buffer = await currentInstance.toBuffer();
+
+      const newBuffer = await callGemini({
+        imageBuffer: buffer,
+        prompt: promptParam,
+      });
+
+      currentInstance = sharp(newBuffer);
+      continue;
+    }
+
     if (action.method == 'constructor') {
       currentInstance = sharp(...(action.arguments as SharpOptions[]));
     } else if (currentInstance != null) {
@@ -271,3 +300,7 @@ export async function applyValidatedOperation(
   }
   return currentInstance as sharp.Sharp;
 }
+
+process.on('unhandledRejection', err => {
+  console.error('Unhandled rejection:', err);
+});