add NSFW filter

Dockerfile

@@ -26,5 +26,8 @@ RUN npm run build
 # Expose the application port (assuming your app runs on port 3000)
 EXPOSE 3002
 
+RUN mkdir -p /app/node_modules/@xenova/.cache/
+RUN chmod 777 -R /app/node_modules/@xenova/
+
 # Start the application
 ENTRYPOINT ["/usr/src/app/entrypoint.sh"]

app/api/pipeline.ts

@@ -0,0 +1,21 @@
+import { pipeline, env } from "@xenova/transformers";
+
+// Use the Singleton pattern to enable lazy construction of the pipeline.
+// NOTE: We wrap the class in a function to prevent code duplication (see below).
+process.env.HF_ACCESS_TOKEN = process.env.NEXT_PUBLIC_APP_HF_TOKEN
+
+const P = () => class PipelineSingleton {
+    static task = 'image-classification';
+    static model = 'enzostvs/nsfw-detector-transformersjs';
+    static instance = null;
+
+    static async getInstance(progress_callback: any = null) {
+        if (this.instance === null) {
+            this.instance = pipeline(this.task, this.model, { progress_callback }) as any;
+        }
+        return this.instance;
+    }
+}
+
+const PipelineSingleton = P();
+export default PipelineSingleton;

app/api/route.ts

@@ -1,16 +1,19 @@
-import { NextResponse } from "next/server";
 import { PrismaClient } from '@prisma/client'
 
+import PipelineSingleton from './pipeline';
+import { RawImage } from '@xenova/transformers';
+
 const prisma = new PrismaClient()
 
 export async function POST(
   request: Request,
 ) {
-  const { inputs } = await request.json()  
+  const { inputs, negative_prompt } = await request.json()  
   const response = await fetch('https://api-inference.huggingface.co/models/stabilityai/stable-diffusion-xl-base-1.0', {
     method: 'POST',
     body: JSON.stringify({
       inputs,
+      negative_prompt
     }),
     headers: {
       Authorization: `Bearer ${process.env.NEXT_PUBLIC_APP_HF_TOKEN}`,
@@ -27,6 +30,16 @@ export async function POST(
   const headers = new Headers();
   headers.set("Content-Type", "image/*");
 
+  // check if image is not safe for work
+  const file_url = await RawImage.fromBlob(blob)
+  const classifier: any = await PipelineSingleton.getInstance();
+  if (classifier) {
+    const results = await classifier(file_url);
+    if (results?.length && results[0]?.label === "nsfw") {
+      return Response.json({ status: 401, ok: false, message: "Image is not safe for work." });
+    }
+  }
+  
   const arrayBuffer = await blob.arrayBuffer()
   const bytes = Buffer.from(arrayBuffer)
 

next.config.js

@@ -1,4 +1,9 @@
 /** @type {import('next').NextConfig} */
-const nextConfig = {}
+const nextConfig = {
+  experimental: {
+    serverActions: true,
+    serverComponentsExternalPackages: ['sharp', 'onnxruntime-node'],
+  },
+}
 
 module.exports = nextConfig

package-lock.json

@@ -10,8 +10,8 @@
       "dependencies": {
         "@prisma/client": "^5.5.2",
         "@tanstack/react-query": "^4.32.6",
+        "@xenova/transformers": "^2.7.0",
         "classnames": "^2.3.2",
-        "dotenv-cli": "^7.3.0",
         "filereader": "^0.10.3",
         "framer-motion": "^10.16.4",
         "next": "13.5.6",
@@ -456,6 +456,60 @@
       "resolved": "https://registry.npmjs.org/@prisma/engines-version/-/engines-version-5.5.1-1.aebc046ce8b88ebbcb45efe31cbe7d06fd6abc0a.tgz",
       "integrity": "sha512-O+qHFnZvAyOFk1tUco2/VdiqS0ym42a3+6CYLScllmnpbyiTplgyLt2rK/B9BTjYkSHjrgMhkG47S0oqzdIckA=="
     },
+    "node_modules/@protobufjs/aspromise": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/@protobufjs/aspromise/-/aspromise-1.1.2.tgz",
+      "integrity": "sha512-j+gKExEuLmKwvz3OgROXtrJ2UG2x8Ch2YZUxahh+s1F2HZ+wAceUNLkvy6zKCPVRkU++ZWQrdxsUeQXmcg4uoQ=="
+    },
+    "node_modules/@protobufjs/base64": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/@protobufjs/base64/-/base64-1.1.2.tgz",
+      "integrity": "sha512-AZkcAA5vnN/v4PDqKyMR5lx7hZttPDgClv83E//FMNhR2TMcLUhfRUBHCmSl0oi9zMgDDqRUJkSxO3wm85+XLg=="
+    },
+    "node_modules/@protobufjs/codegen": {
+      "version": "2.0.4",
+      "resolved": "https://registry.npmjs.org/@protobufjs/codegen/-/codegen-2.0.4.tgz",
+      "integrity": "sha512-YyFaikqM5sH0ziFZCN3xDC7zeGaB/d0IUb9CATugHWbd1FRFwWwt4ld4OYMPWu5a3Xe01mGAULCdqhMlPl29Jg=="
+    },
+    "node_modules/@protobufjs/eventemitter": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@protobufjs/eventemitter/-/eventemitter-1.1.0.tgz",
+      "integrity": "sha512-j9ednRT81vYJ9OfVuXG6ERSTdEL1xVsNgqpkxMsbIabzSo3goCjDIveeGv5d03om39ML71RdmrGNjG5SReBP/Q=="
+    },
+    "node_modules/@protobufjs/fetch": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@protobufjs/fetch/-/fetch-1.1.0.tgz",
+      "integrity": "sha512-lljVXpqXebpsijW71PZaCYeIcE5on1w5DlQy5WH6GLbFryLUrBD4932W/E2BSpfRJWseIL4v/KPgBFxDOIdKpQ==",
+      "dependencies": {
+        "@protobufjs/aspromise": "^1.1.1",
+        "@protobufjs/inquire": "^1.1.0"
+      }
+    },
+    "node_modules/@protobufjs/float": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/@protobufjs/float/-/float-1.0.2.tgz",
+      "integrity": "sha512-Ddb+kVXlXst9d+R9PfTIxh1EdNkgoRe5tOX6t01f1lYWOvJnSPDBlG241QLzcyPdoNTsblLUdujGSE4RzrTZGQ=="
+    },
+    "node_modules/@protobufjs/inquire": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@protobufjs/inquire/-/inquire-1.1.0.tgz",
+      "integrity": "sha512-kdSefcPdruJiFMVSbn801t4vFK7KB/5gd2fYvrxhuJYg8ILrmn9SKSX2tZdV6V+ksulWqS7aXjBcRXl3wHoD9Q=="
+    },
+    "node_modules/@protobufjs/path": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/@protobufjs/path/-/path-1.1.2.tgz",
+      "integrity": "sha512-6JOcJ5Tm08dOHAbdR3GrvP+yUUfkjG5ePsHYczMFLq3ZmMkAD98cDgcT2iA1lJ9NVwFd4tH/iSSoe44YWkltEA=="
+    },
+    "node_modules/@protobufjs/pool": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@protobufjs/pool/-/pool-1.1.0.tgz",
+      "integrity": "sha512-0kELaGSIDBKvcgS4zkjz1PeddatrjYcmMWOlAuAPwAeccUrPHdUqo/J6LiymHHEiJT5NrF1UVwxY14f+fy4WQw=="
+    },
+    "node_modules/@protobufjs/utf8": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@protobufjs/utf8/-/utf8-1.1.0.tgz",
+      "integrity": "sha512-Vvn3zZrhQZkkBE8LSuW3em98c0FwgO4nxzv6OdSxPKJIEKY2bGbHn+mhGIPerzI4twdxaP8/0+06HBpwf345Lw=="
+    },
     "node_modules/@rushstack/eslint-patch": {
       "version": "1.5.1",
       "resolved": "https://registry.npmjs.org/@rushstack/eslint-patch/-/eslint-patch-1.5.1.tgz",
@@ -540,11 +594,15 @@
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       "dev": true
     },
+    "node_modules/@types/long": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/@types/long/-/long-4.0.2.tgz",
+      "integrity": "sha512-MqTGEo5bj5t157U6fA/BiDynNkn0YknVdh48CMPkTSpFTVmvao5UQmm7uEF6xBEo7qIMAlY/JSleYaE6VOdpaA=="
+    },
     "node_modules/@types/node": {
       "version": "20.8.9",
       "resolved": "https://registry.npmjs.org/@types/node/-/node-20.8.9.tgz",
       "integrity": "sha512-UzykFsT3FhHb1h7yD4CA4YhBHq545JC0YnEz41xkipN88eKQtL6rSgocL5tbAP6Ola9Izm/Aw4Ora8He4x0BHg==",
-      "dev": true,
       "dependencies": {
         "undici-types": "~5.26.4"
       }
@@ -689,6 +747,18 @@
       "integrity": "sha512-zuVdFrMJiuCDQUMCzQaD6KL28MjnqqN8XnAqiEq9PNm/hCPTSGfrXCOfwj1ow4LFb/tNymJPwsNbVePc1xFqrQ==",
       "dev": true
     },
+    "node_modules/@xenova/transformers": {
+      "version": "2.7.0",
+      "resolved": "https://registry.npmjs.org/@xenova/transformers/-/transformers-2.7.0.tgz",
+      "integrity": "sha512-py5RqZt9lL/FFUT5X6St+TOSBoVaEmDETI98lK9ApEOvlWeX4bTS2nMQDFe3nFMpv24+wllhmPw2Www/f/ubJA==",
+      "dependencies": {
+        "onnxruntime-web": "1.14.0",
+        "sharp": "^0.32.0"
+      },
+      "optionalDependencies": {
+        "onnxruntime-node": "1.14.0"
+      }
+    },
     "node_modules/@xobotyi/scrollbar-width": {
       "version": "1.9.5",
       "resolved": "https://registry.npmjs.org/@xobotyi/scrollbar-width/-/scrollbar-width-1.9.5.tgz",
@@ -1016,12 +1086,36 @@
         "dequal": "^2.0.3"
       }
     },
+    "node_modules/b4a": {
+      "version": "1.6.4",
+      "resolved": "https://registry.npmjs.org/b4a/-/b4a-1.6.4.tgz",
+      "integrity": "sha512-fpWrvyVHEKyeEvbKZTVOeZF3VSKKWtJxFIxX/jaVPf+cLbGUSitjb49pHLqPV2BUNNZ0LcoeEGfE/YCpyDYHIw=="
+    },
     "node_modules/balanced-match": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/balanced-match/-/balanced-match-1.0.2.tgz",
       "integrity": "sha512-3oSeUO0TMV67hN1AmbXsK4yaqU7tjiHlbxRDZOpH0KW9+CeX4bRAaX0Anxt0tx2MrpRpWwQaPwIlISEJhYU5Pw==",
       "dev": true
     },
+    "node_modules/base64-js": {
+      "version": "1.5.1",
+      "resolved": "https://registry.npmjs.org/base64-js/-/base64-js-1.5.1.tgz",
+      "integrity": "sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
+        {
+          "type": "patreon",
+          "url": "https://www.patreon.com/feross"
+        },
+        {
+          "type": "consulting",
+          "url": "https://feross.org/support"
+        }
+      ]
+    },
     "node_modules/binary-extensions": {
       "version": "2.2.0",
       "resolved": "https://registry.npmjs.org/binary-extensions/-/binary-extensions-2.2.0.tgz",
@@ -1031,6 +1125,16 @@
         "node": ">=8"
       }
     },
+    "node_modules/bl": {
+      "version": "4.1.0",
+      "resolved": "https://registry.npmjs.org/bl/-/bl-4.1.0.tgz",
+      "integrity": "sha512-1W07cM9gS6DcLperZfFSj+bWLtaPGSOHWhPiGzXmvVJbRLdG82sH/Kn8EtW1VqWVA54AKf2h5k5BbnIbwF3h6w==",
+      "dependencies": {
+        "buffer": "^5.5.0",
+        "inherits": "^2.0.4",
+        "readable-stream": "^3.4.0"
+      }
+    },
     "node_modules/brace-expansion": {
       "version": "1.1.11",
       "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
@@ -1085,6 +1189,29 @@
         "node": "^6 || ^7 || ^8 || ^9 || ^10 || ^11 || ^12 || >=13.7"
       }
     },
+    "node_modules/buffer": {
+      "version": "5.7.1",
+      "resolved": "https://registry.npmjs.org/buffer/-/buffer-5.7.1.tgz",
+      "integrity": "sha512-EHcyIPBQ4BSGlvjB16k5KgAJ27CIsHY/2JBmCRReo48y9rQ3MaUzWX3KVlBa4U7MyX02HdVj0K7C3WaB3ju7FQ==",
+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
+        {
+          "type": "patreon",
+          "url": "https://www.patreon.com/feross"
+        },
+        {
+          "type": "consulting",
+          "url": "https://feross.org/support"
+        }
+      ],
+      "dependencies": {
+        "base64-js": "^1.3.1",
+        "ieee754": "^1.1.13"
+      }
+    },
     "node_modules/busboy": {
       "version": "1.6.0",
       "resolved": "https://registry.npmjs.org/busboy/-/busboy-1.6.0.tgz",
@@ -1202,6 +1329,11 @@
         "node": ">= 6"
       }
     },
+    "node_modules/chownr": {
+      "version": "1.1.4",
+      "resolved": "https://registry.npmjs.org/chownr/-/chownr-1.1.4.tgz",
+      "integrity": "sha512-jJ0bqzaylmJtVnNgzTeSOs8DPavpbYgEr/b0YL8/2GO3xJEhInFmhKMUnEJQjZumK7KXGFhUy89PrsJWlakBVg=="
+    },
     "node_modules/classnames": {
       "version": "2.3.2",
       "resolved": "https://registry.npmjs.org/classnames/-/classnames-2.3.2.tgz",
@@ -1212,11 +1344,22 @@
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     },
+    "node_modules/color": {
+      "version": "4.2.3",
+      "resolved": "https://registry.npmjs.org/color/-/color-4.2.3.tgz",
+      "integrity": "sha512-1rXeuUUiGGrykh+CeBdu5Ie7OJwinCgQY0bc7GCRxy5xVHy+moaqkpL/jqQq0MtQOeYcrqEz4abc5f0KtU7W4A==",
+      "dependencies": {
+        "color-convert": "^2.0.1",
+        "color-string": "^1.9.0"
+      },
+      "engines": {
+        "node": ">=12.5.0"
+      }
+    },
     "node_modules/color-convert": {
       "version": "2.0.1",
       "resolved": "https://registry.npmjs.org/color-convert/-/color-convert-2.0.1.tgz",
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-      "dev": true,
       "dependencies": {
         "color-name": "~1.1.4"
       },
@@ -1227,8 +1370,16 @@
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       "resolved": "https://registry.npmjs.org/color-name/-/color-name-1.1.4.tgz",
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-      "dev": true
+      "integrity": "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA=="
+    },
+    "node_modules/color-string": {
+      "version": "1.9.1",
+      "resolved": "https://registry.npmjs.org/color-string/-/color-string-1.9.1.tgz",
+      "integrity": "sha512-shrVawQFojnZv6xM40anx4CkoDP+fZsw/ZerEMsW/pyzsRbElpsL/DBVW7q3ExxwusdNXI3lXpuhEZkzs8p5Eg==",
+      "dependencies": {
+        "color-name": "^1.0.0",
+        "simple-swizzle": "^0.2.2"
+      }
     },
     "node_modules/commander": {
       "version": "4.1.1",
@@ -1263,6 +1414,7 @@
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+      "dev": true,
       "dependencies": {
         "path-key": "^3.1.0",
         "shebang-command": "^2.0.0",
@@ -1332,6 +1484,28 @@
         }
       }
     },
+    "node_modules/decompress-response": {
+      "version": "6.0.0",
+      "resolved": "https://registry.npmjs.org/decompress-response/-/decompress-response-6.0.0.tgz",
+      "integrity": "sha512-aW35yZM6Bb/4oJlZncMH2LCoZtJXTRxES17vE3hoRiowU2kWHaJKFkSBDnDR+cm9J+9QhXmREyIfv0pji9ejCQ==",
+      "dependencies": {
+        "mimic-response": "^3.1.0"
+      },
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/deep-extend": {
+      "version": "0.6.0",
+      "resolved": "https://registry.npmjs.org/deep-extend/-/deep-extend-0.6.0.tgz",
+      "integrity": "sha512-LOHxIOaPYdHlJRtCQfDIVZtfw/ufM8+rVj649RIHzcm/vGwQRXFt6OPqIFWsm2XEMrNIEtWR64sY1LEKD2vAOA==",
+      "engines": {
+        "node": ">=4.0.0"
+      }
+    },
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@@ -1378,6 +1552,14 @@
         "node": ">=6"
       }
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+    "node_modules/detect-libc": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/detect-libc/-/detect-libc-2.0.2.tgz",
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+      "engines": {
+        "node": ">=8"
+      }
+    },
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@@ -1423,39 +1605,6 @@
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-      "dependencies": {
-        "cross-spawn": "^7.0.3",
-        "dotenv": "^16.3.0",
-        "dotenv-expand": "^10.0.0",
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-      "bin": {
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       "dev": true
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+    "node_modules/end-of-stream": {
+      "version": "1.4.4",
+      "resolved": "https://registry.npmjs.org/end-of-stream/-/end-of-stream-1.4.4.tgz",
+      "integrity": "sha512-+uw1inIHVPQoaVuHzRyXd21icM+cnt4CzD5rW+NC1wjOUSTOs+Te7FOv7AhN7vS9x/oIyhLP5PR1H+phQAHu5Q==",
+      "dependencies": {
+        "once": "^1.4.0"
+      }
+    },
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@@ -4102,10 +4550,33 @@
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@@ -4135,6 +4607,57 @@
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+          "url": "https://github.com/sponsors/feross"
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+        },
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+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/feross"
+        },
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+          "url": "https://www.patreon.com/feross"
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@@ -4214,6 +4737,23 @@
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@@ -4451,6 +4991,26 @@
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@@ -4712,8 +5283,7 @@
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package.json

@@ -11,6 +11,7 @@
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     "@tanstack/react-query": "^4.32.6",
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     "filereader": "^0.10.3",
     "framer-motion": "^10.16.4",