Pricing

Pay per usage

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Chrome Webstore Reviews Crawler

Try for free

Developed by

Andrew Kalita

Scrape reviews from Chrome Web Store items, and get GPT summary.

0.0 (0)

Pricing

Pay per usage

Total users

Monthly users

Runs succeeded

>99%

Last modified

2 months ago

Automation

Open source

.dockerignore

# configurations
.idea
.vscode

# crawlee and apify storage folders
apify_storage
crawlee_storage
storage

# installed files
node_modules

# git folder
.git

.editorconfig

root = true

[*]
indent_style = space
indent_size = 4
charset = utf-8
trim_trailing_whitespace = true
insert_final_newline = true
end_of_line = lf

.eslintrc

{
    "root": true,
    "env": {
        "browser": true,
        "es2020": true,
        "node": true
    },
    "extends": [
        "@apify/eslint-config-ts"
    ],
    "parserOptions": {
        "project": "./tsconfig.json",
        "ecmaVersion": 2020
    },
    "ignorePatterns": [
        "node_modules",
        "dist",
        "**/*.d.ts"
    ]
}

.gitignore

# This file tells Git which files shouldn't be added to source control

.DS_Store
.idea
.vscode
dist
node_modules
apify_storage
storage

# Added by Apify CLI
.venv

package.json

{
	"name": "chrome-webstore-reviews-v3",
	"version": "0.0.1",
	"type": "module",
	"description": "This is an example of an Apify actor.",
	"engines": {
		"node": ">=20.0.0"
	},
	"dependencies": {
		"@apify/log": "^2.5.13",
		"@dqbd/tiktoken": "^1.0.20",
		"apify": "^3.2.6",
		"camoufox-js": "^0.2.1",
		"crawlee": "^3.11.5",
		"date-fns": "^4.1.0",
		"openai": "^4.86.2",
		"playwright": "1.50.1"
	},
	"devDependencies": {
		"@apify/eslint-config-ts": "^0.3.0",
		"@apify/tsconfig": "^0.1.0",
		"@typescript-eslint/eslint-plugin": "^7.18.0",
		"@typescript-eslint/parser": "^7.18.0",
		"eslint": "^8.50.0",
		"tsx": "^4.6.2",
		"typescript": "^5.3.3"
	},
	"scripts": {
		"start": "npm run start:dev",
		"start:prod": "node dist/main.js",
		"start:dev": "tsx src/main.ts",
		"build": "tsc",
		"lint": "eslint ./src --ext .ts",
		"lint:fix": "eslint ./src --ext .ts --fix",
		"test": "echo \"Error: oops, the actor has no tests yet, sad!\" && exit 1",
		"postinstall": "npx camoufox-js fetch"
	},
	"author": "It's not you it's me",
	"license": "ISC",
	"packageManager": "pnpm@9.15.5+sha512.845196026aab1cc3f098a0474b64dfbab2afe7a1b4e91dd86895d8e4aa32a7a6d03049e2d0ad770bbe4de023a7122fb68c1a1d6e0d033c7076085f9d5d4800d4"
}

pnpm-lock.yaml

lockfileVersion: '9.0'

settings:
  autoInstallPeers: true
  excludeLinksFromLockfile: false

importers:

  .:
    dependencies:
      '@apify/log':
        specifier: ^2.5.13
        version: 2.5.13
      '@dqbd/tiktoken':
        specifier: ^1.0.20
        version: 1.0.20
      apify:
        specifier: ^3.2.6
        version: 3.3.2
      camoufox-js:
        specifier: ^0.2.1
        version: 0.2.1(encoding@0.1.13)
      crawlee:
        specifier: ^3.11.5
        version: 3.13.0(playwright@1.50.1)
      date-fns:
        specifier: ^4.1.0
        version: 4.1.0
      openai:
        specifier: ^4.86.2
        version: 4.86.2(encoding@0.1.13)(ws@8.18.1)
      playwright:
        specifier: 1.50.1
        version: 1.50.1
    devDependencies:
      '@apify/eslint-config-ts':
        specifier: ^0.3.0
        version: 0.3.0(@typescript-eslint/eslint-plugin@7.18.0(@typescript-eslint/parser@7.18.0(eslint@8.57.1)(typescript@5.8.2))(eslint@8.57.1)(typescript@5.8.2))(@typescript-eslint/parser@7.18.0(eslint@8.57.1)(typescript@5.8.2))(eslint@8.57.1)(typescript@5.8.2)
      '@apify/tsconfig':
        specifier: ^0.1.0
        version: 0.1.0
      '@typescript-eslint/eslint-plugin':
        specifier: ^7.18.0
        version: 7.18.0(@typescript-eslint/parser@7.18.0(eslint@8.57.1)(typescript@5.8.2))(eslint@8.57.1)(typescript@5.8.2)
      '@typescript-eslint/parser':
        specifier: ^7.18.0
        version: 7.18.0(eslint@8.57.1)(typescript@5.8.2)
      eslint:
        specifier: ^8.50.0
        version: 8.57.1
      tsx:
        specifier: ^4.6.2
        version: 4.19.3
      typescript:
        specifier: ^5.3.3
        version: 5.8.2

packages:

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  '@apify/eslint-config-ts@0.3.0':
    resolution: {integrity: sha512-yl2dVGdYe7TH+ApXHx5nb+Fd9NiuMOgZDH4u1s4hTe21K6LmqxWQtPAZZ1BjaUZMa/R+dl2Osfr30myLo0mKsQ==}
    peerDependencies:
      '@typescript-eslint/eslint-plugin': '*'
      '@typescript-eslint/parser': '*'
      eslint: '*'
      typescript: '*'

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    resolution: {integrity: sha512-OAo1daRVA0TXtEbDEuM3q2A9muPOJuC0VI9YiBXrRYMMrhWBzUlY22xTYAqEUzjgjz+aqVWOEy+z5EkBjmc6Uw==}
    peerDependencies:
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    engines: {node: '>= 0.10'}
    hasBin: true

  '@apify/pseudo_url@2.0.54':
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    peerDependencies:
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      puppeteer: '*'
    peerDependenciesMeta:
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      aggregate-error: 3.1.0
    optional: true

  p-try@2.2.0: {}

  parent-module@1.0.1:
    dependencies:
      callsites: 3.1.0

  parent-require@1.0.0: {}

  parse5-htmlparser2-tree-adapter@7.1.0:
    dependencies:
      domhandler: 5.0.3
      parse5: 7.2.1

  parse5@7.2.1:
    dependencies:
      entities: 4.5.0

  path-exists@4.0.0: {}

  path-is-absolute@1.0.1: {}

  path-key@3.1.1: {}

  path-parse@1.0.7: {}

  path-type@4.0.0: {}

  pause-stream@0.0.11:
    dependencies:
      through: 2.3.8

  peek-readable@7.0.0: {}

  picocolors@1.1.1: {}

  picomatch@2.3.1: {}

  picomatch@4.0.2: {}

  pkg-dir@4.2.0:
    dependencies:
      find-up: 4.1.0

  playwright-core@1.50.1: {}

  playwright@1.50.1:
    dependencies:
      playwright-core: 1.50.1
    optionalDependencies:
      fsevents: 2.3.2

  possible-typed-array-names@1.1.0: {}

  prebuild-install@7.1.3:
    dependencies:
      detect-libc: 2.0.3
      expand-template: 2.0.3
      github-from-package: 0.0.0
      minimist: 1.2.8
      mkdirp-classic: 0.5.3
      napi-build-utils: 2.0.0
      node-abi: 3.74.0
      pump: 3.0.2
      rc: 1.2.8
      simple-get: 4.0.1
      tar-fs: 2.1.2
      tunnel-agent: 0.6.0

  prelude-ls@1.2.1: {}

  progress@2.0.3: {}

  promise-inflight@1.0.1:
    optional: true

  promise-retry@2.0.1:
    dependencies:
      err-code: 2.0.3
      retry: 0.12.0
    optional: true

  prop-types@15.8.1:
    dependencies:
      loose-envify: 1.4.0
      object-assign: 4.1.1
      react-is: 16.13.1

  proper-lockfile@4.1.2:
    dependencies:
      graceful-fs: 4.2.11
      retry: 0.12.0
      signal-exit: 3.0.7

  proxy-chain@2.5.7:
    dependencies:
      socks: 2.8.4
      socks-proxy-agent: 8.0.5
      tslib: 2.8.1
    transitivePeerDependencies:
      - supports-color

  proxy-from-env@1.1.0: {}

  pump@3.0.2:
    dependencies:
      end-of-stream: 1.4.4
      once: 1.4.0

  punycode@2.3.1: {}

  queue-microtask@1.2.3: {}

  quick-lru@5.1.1: {}

  quick-lru@7.0.0: {}

  rc@1.2.8:
    dependencies:
      deep-extend: 0.6.0
      ini: 1.3.8
      minimist: 1.2.8
      strip-json-comments: 2.0.1

  react-is@16.13.1: {}

  readable-stream@3.6.2:
    dependencies:
      inherits: 2.0.4
      string_decoder: 1.3.0
      util-deprecate: 1.0.2

  reflect.getprototypeof@1.0.10:
    dependencies:
      call-bind: 1.0.8
      define-properties: 1.2.1
      es-abstract: 1.23.9
      es-errors: 1.3.0
      es-object-atoms: 1.1.1
      get-intrinsic: 1.3.0
      get-proto: 1.0.1
      which-builtin-type: 1.2.1

  regexp.prototype.flags@1.5.4:
    dependencies:
      call-bind: 1.0.8
      define-properties: 1.2.1
      es-errors: 1.3.0
      get-proto: 1.0.1
      gopd: 1.2.0
      set-function-name: 2.0.2

  require-directory@2.1.1: {}

  resolve-alpn@1.2.1: {}

  resolve-cwd@3.0.0:
    dependencies:
      resolve-from: 5.0.0

  resolve-from@4.0.0: {}

  resolve-from@5.0.0: {}

  resolve-pkg-maps@1.0.0: {}

  resolve@1.22.10:
    dependencies:
      is-core-module: 2.16.1
      path-parse: 1.0.7
      supports-preserve-symlinks-flag: 1.0.0

  resolve@2.0.0-next.5:
    dependencies:
      is-core-module: 2.16.1
      path-parse: 1.0.7
      supports-preserve-symlinks-flag: 1.0.0

  responselike@3.0.0:
    dependencies:
      lowercase-keys: 3.0.0

  restore-cursor@3.1.0:
    dependencies:
      onetime: 5.1.2
      signal-exit: 3.0.7

  retry@0.12.0: {}

  retry@0.13.1: {}

  reusify@1.1.0: {}

  rimraf@3.0.2:
    dependencies:
      glob: 7.2.3

  robots-parser@3.0.1: {}

  rrweb-cssom@0.8.0: {}

  run-async@2.4.1: {}

  run-async@3.0.0: {}

  run-parallel@1.2.0:
    dependencies:
      queue-microtask: 1.2.3

  rxjs@7.8.2:
    dependencies:
      tslib: 2.8.1

  safe-array-concat@1.1.3:
    dependencies:
      call-bind: 1.0.8
      call-bound: 1.0.4
      get-intrinsic: 1.3.0
      has-symbols: 1.1.0
      isarray: 2.0.5

  safe-buffer@5.2.1: {}

  safe-push-apply@1.0.0:
    dependencies:
      es-errors: 1.3.0
      isarray: 2.0.5

  safe-regex-test@1.1.0:
    dependencies:
      call-bound: 1.0.4
      es-errors: 1.3.0
      is-regex: 1.2.1

  safer-buffer@2.1.2: {}

  sax@1.4.1: {}

  saxes@6.0.0:
    dependencies:
      xmlchars: 2.2.0

  semver@6.3.1: {}

  semver@7.7.1: {}

  set-blocking@2.0.0:
    optional: true

  set-function-length@1.2.2:
    dependencies:
      define-data-property: 1.1.4
      es-errors: 1.3.0
      function-bind: 1.1.2
      get-intrinsic: 1.3.0
      gopd: 1.2.0
      has-property-descriptors: 1.0.2

  set-function-name@2.0.2:
    dependencies:
      define-data-property: 1.1.4
      es-errors: 1.3.0
      functions-have-names: 1.2.3
      has-property-descriptors: 1.0.2

  set-proto@1.0.0:
    dependencies:
      dunder-proto: 1.0.1
      es-errors: 1.3.0
      es-object-atoms: 1.1.1

  shebang-command@2.0.0:
    dependencies:
      shebang-regex: 3.0.0

  shebang-regex@3.0.0: {}

  side-channel-list@1.0.0:
    dependencies:
      es-errors: 1.3.0
      object-inspect: 1.13.4

  side-channel-map@1.0.1:
    dependencies:
      call-bound: 1.0.4
      es-errors: 1.3.0
      get-intrinsic: 1.3.0
      object-inspect: 1.13.4

  side-channel-weakmap@1.0.2:
    dependencies:
      call-bound: 1.0.4
      es-errors: 1.3.0
      get-intrinsic: 1.3.0
      object-inspect: 1.13.4
      side-channel-map: 1.0.1

  side-channel@1.1.0:
    dependencies:
      es-errors: 1.3.0
      object-inspect: 1.13.4
      side-channel-list: 1.0.0
      side-channel-map: 1.0.1
      side-channel-weakmap: 1.0.2

  signal-exit@3.0.7: {}

  simple-concat@1.0.1: {}

  simple-get@4.0.1:
    dependencies:
      decompress-response: 6.0.0
      once: 1.4.0
      simple-concat: 1.0.1

  slash@3.0.0: {}

  smart-buffer@4.2.0: {}

  socks-proxy-agent@6.2.1:
    dependencies:
      agent-base: 6.0.2
      debug: 4.4.0
      socks: 2.8.4
    transitivePeerDependencies:
      - supports-color
    optional: true

  socks-proxy-agent@8.0.5:
    dependencies:
      agent-base: 7.1.3
      debug: 4.4.0
      socks: 2.8.4
    transitivePeerDependencies:
      - supports-color

  socks@2.8.4:
    dependencies:
      ip-address: 9.0.5
      smart-buffer: 4.2.0

  split@0.3.3:
    dependencies:
      through: 2.3.8

  sprintf-js@1.1.3: {}

  sqlite3@5.1.7:
    dependencies:
      bindings: 1.5.0
      node-addon-api: 7.1.1
      prebuild-install: 7.1.3
      tar: 6.2.1
    optionalDependencies:
      node-gyp: 8.4.1
    transitivePeerDependencies:
      - bluebird
      - supports-color

  ssri@8.0.1:
    dependencies:
      minipass: 3.3.6
    optional: true

  stable-hash@0.0.4: {}

  stream-chain@2.2.5: {}

  stream-combiner@0.0.4:
    dependencies:
      duplexer: 0.1.2

  stream-json@1.9.1:
    dependencies:
      stream-chain: 2.2.5

  string-comparison@1.3.0: {}

  string-width@4.2.3:
    dependencies:
      emoji-regex: 8.0.0
      is-fullwidth-code-point: 3.0.0
      strip-ansi: 6.0.1

  string.prototype.includes@2.0.1:
    dependencies:
      call-bind: 1.0.8
      define-properties: 1.2.1
      es-abstract: 1.23.9

  string.prototype.matchall@4.0.12:
    dependencies:
      call-bind: 1.0.8
      call-bound: 1.0.4
      define-properties: 1.2.1
      es-abstract: 1.23.9
      es-errors: 1.3.0
      es-object-atoms: 1.1.1
      get-intrinsic: 1.3.0
      gopd: 1.2.0
      has-symbols: 1.1.0
      internal-slot: 1.1.0
      regexp.prototype.flags: 1.5.4
      set-function-name: 2.0.2
      side-channel: 1.1.0

  string.prototype.repeat@1.0.0:
    dependencies:
      define-properties: 1.2.1
      es-abstract: 1.23.9

  string.prototype.trim@1.2.10:
    dependencies:
      call-bind: 1.0.8
      call-bound: 1.0.4
      define-data-property: 1.1.4
      define-properties: 1.2.1
      es-abstract: 1.23.9
      es-object-atoms: 1.1.1
      has-property-descriptors: 1.0.2

  string.prototype.trimend@1.0.9:
    dependencies:
      call-bind: 1.0.8
      call-bound: 1.0.4
      define-properties: 1.2.1
      es-object-atoms: 1.1.1

  string.prototype.trimstart@1.0.8:
    dependencies:
      call-bind: 1.0.8
      define-properties: 1.2.1
      es-object-atoms: 1.1.1

  string_decoder@1.3.0:
    dependencies:
      safe-buffer: 5.2.1

  strip-ansi@3.0.1:
    dependencies:
      ansi-regex: 2.1.1

  strip-ansi@6.0.1:
    dependencies:
      ansi-regex: 5.0.1

  strip-bom@3.0.0: {}

  strip-json-comments@2.0.1: {}

  strip-json-comments@3.1.1: {}

  strtok3@10.2.2:
    dependencies:
      '@tokenizer/token': 0.3.0
      peek-readable: 7.0.0

  supports-color@2.0.0: {}

  supports-color@7.2.0:
    dependencies:
      has-flag: 4.0.0

  supports-preserve-symlinks-flag@1.0.0: {}

  symbol-tree@3.2.4: {}

  tapable@2.2.1: {}

  tar-fs@2.1.2:
    dependencies:
      chownr: 1.1.4
      mkdirp-classic: 0.5.3
      pump: 3.0.2
      tar-stream: 2.2.0

  tar-stream@2.2.0:
    dependencies:
      bl: 4.1.0
      end-of-stream: 1.4.4
      fs-constants: 1.0.0
      inherits: 2.0.4
      readable-stream: 3.6.2

  tar@6.2.1:
    dependencies:
      chownr: 2.0.0
      fs-minipass: 2.1.0
      minipass: 5.0.0
      minizlib: 2.1.2
      mkdirp: 1.0.4
      yallist: 4.0.0

  text-table@0.2.0: {}

  through@2.3.8: {}

  tiny-lru@11.2.11: {}

  tiny-typed-emitter@2.1.0: {}

  tinyglobby@0.2.12:
    dependencies:
      fdir: 6.4.3(picomatch@4.0.2)
      picomatch: 4.0.2

  tldts-core@6.1.84: {}

  tldts@6.1.84:
    dependencies:
      tldts-core: 6.1.84

  tmp@0.0.33:
    dependencies:
      os-tmpdir: 1.0.2

  to-regex-range@5.0.1:
    dependencies:
      is-number: 7.0.0

  token-types@6.0.0:
    dependencies:
      '@tokenizer/token': 0.3.0
      ieee754: 1.2.1

  tough-cookie@5.1.2:
    dependencies:
      tldts: 6.1.84

  tr46@0.0.3: {}

  tr46@5.0.0:
    dependencies:
      punycode: 2.3.1

  ts-api-utils@1.4.3(typescript@5.8.2):
    dependencies:
      typescript: 5.8.2

  tsconfig-paths@3.15.0:
    dependencies:
      '@types/json5': 0.0.29
      json5: 1.0.2
      minimist: 1.2.8
      strip-bom: 3.0.0

  tslib@2.8.1: {}

  tsx@4.19.3:
    dependencies:
      esbuild: 0.25.1
      get-tsconfig: 4.10.0
    optionalDependencies:
      fsevents: 2.3.3

  tunnel-agent@0.6.0:
    dependencies:
      safe-buffer: 5.2.1

  type-check@0.4.0:
    dependencies:
      prelude-ls: 1.2.1

  type-fest@0.20.2: {}

  type-fest@0.21.3: {}

  type-fest@2.19.0: {}

  type-fest@4.37.0: {}

  typed-array-buffer@1.0.3:
    dependencies:
      call-bound: 1.0.4
      es-errors: 1.3.0
      is-typed-array: 1.1.15

  typed-array-byte-length@1.0.3:
    dependencies:
      call-bind: 1.0.8
      for-each: 0.3.5
      gopd: 1.2.0
      has-proto: 1.2.0
      is-typed-array: 1.1.15

  typed-array-byte-offset@1.0.4:
    dependencies:
      available-typed-arrays: 1.0.7
      call-bind: 1.0.8
      for-each: 0.3.5
      gopd: 1.2.0
      has-proto: 1.2.0
      is-typed-array: 1.1.15
      reflect.getprototypeof: 1.0.10

  typed-array-length@1.0.7:
    dependencies:
      call-bind: 1.0.8
      for-each: 0.3.5
      gopd: 1.2.0
      is-typed-array: 1.1.15
      possible-typed-array-names: 1.1.0
      reflect.getprototypeof: 1.0.10

  typescript@5.8.2: {}

  ua-is-frozen@0.1.2: {}

  ua-parser-js@2.0.2(encoding@0.1.13):
    dependencies:
      '@types/node-fetch': 2.6.12
      detect-europe-js: 0.1.2
      is-standalone-pwa: 0.1.1
      node-fetch: 2.7.0(encoding@0.1.13)
      ua-is-frozen: 0.1.2
    transitivePeerDependencies:
      - encoding

  uhyphen@0.2.0: {}

  uint8array-extras@1.4.0: {}

  unbox-primitive@1.1.0:
    dependencies:
      call-bound: 1.0.4
      has-bigints: 1.1.0
      has-symbols: 1.1.0
      which-boxed-primitive: 1.1.1

  undici-types@5.26.5: {}

  undici-types@6.20.0: {}

  unique-filename@1.1.1:
    dependencies:
      unique-slug: 2.0.2
    optional: true

  unique-slug@2.0.2:
    dependencies:
      imurmurhash: 0.1.4
    optional: true

  universalify@2.0.1: {}

  update-browserslist-db@1.1.3(browserslist@4.24.4):
    dependencies:
      browserslist: 4.24.4
      escalade: 3.2.0
      picocolors: 1.1.1

  uri-js@4.4.1:
    dependencies:
      punycode: 2.3.1

  util-deprecate@1.0.2: {}

  vali-date@1.0.0: {}

  w3c-xmlserializer@5.0.0:
    dependencies:
      xml-name-validator: 5.0.0

  wcwidth@1.0.1:
    dependencies:
      defaults: 1.0.4

  web-streams-polyfill@4.0.0-beta.3: {}

  webidl-conversions@3.0.1: {}

  webidl-conversions@7.0.0: {}

  whatwg-encoding@3.1.1:
    dependencies:
      iconv-lite: 0.6.3

  whatwg-mimetype@4.0.0: {}

  whatwg-url@14.1.1:
    dependencies:
      tr46: 5.0.0
      webidl-conversions: 7.0.0

  whatwg-url@5.0.0:
    dependencies:
      tr46: 0.0.3
      webidl-conversions: 3.0.1

  which-boxed-primitive@1.1.1:
    dependencies:
      is-bigint: 1.1.0
      is-boolean-object: 1.2.2
      is-number-object: 1.1.1
      is-string: 1.1.1
      is-symbol: 1.1.1

  which-builtin-type@1.2.1:
    dependencies:
      call-bound: 1.0.4
      function.prototype.name: 1.1.8
      has-tostringtag: 1.0.2
      is-async-function: 2.1.1
      is-date-object: 1.1.0
      is-finalizationregistry: 1.1.1
      is-generator-function: 1.1.0
      is-regex: 1.2.1
      is-weakref: 1.1.1
      isarray: 2.0.5
      which-boxed-primitive: 1.1.1
      which-collection: 1.0.2
      which-typed-array: 1.1.19

  which-collection@1.0.2:
    dependencies:
      is-map: 2.0.3
      is-set: 2.0.3
      is-weakmap: 2.0.2
      is-weakset: 2.0.4

  which-typed-array@1.1.19:
    dependencies:
      available-typed-arrays: 1.0.7
      call-bind: 1.0.8
      call-bound: 1.0.4
      for-each: 0.3.5
      get-proto: 1.0.1
      gopd: 1.2.0
      has-tostringtag: 1.0.2

  which@2.0.2:
    dependencies:
      isexe: 2.0.0

  wide-align@1.1.5:
    dependencies:
      string-width: 4.2.3
    optional: true

  word-wrap@1.2.5: {}

  wrap-ansi@6.2.0:
    dependencies:
      ansi-styles: 4.3.0
      string-width: 4.2.3
      strip-ansi: 6.0.1

  wrap-ansi@7.0.0:
    dependencies:
      ansi-styles: 4.3.0
      string-width: 4.2.3
      strip-ansi: 6.0.1

  wrappy@1.0.2: {}

  ws@8.18.1: {}

  xml-name-validator@5.0.0: {}

  xml2js@0.6.2:
    dependencies:
      sax: 1.4.1
      xmlbuilder: 11.0.1

  xmlbuilder@11.0.1: {}

  xmlchars@2.2.0: {}

  y18n@5.0.8: {}

  yallist@4.0.0: {}

  yargonaut@1.1.4:
    dependencies:
      chalk: 1.1.3
      figlet: 1.8.0
      parent-require: 1.0.0

  yargs-parser@21.1.1: {}

  yargs@17.7.2:
    dependencies:
      cliui: 8.0.1
      escalade: 3.2.0
      get-caller-file: 2.0.5
      require-directory: 2.1.1
      string-width: 4.2.3
      y18n: 5.0.8
      yargs-parser: 21.1.1

  yocto-queue@0.1.0: {}

  yoctocolors-cjs@2.1.2: {}

tsconfig.json

{
    "extends": "@apify/tsconfig",
    "compilerOptions": {
        "module": "NodeNext",
        "moduleResolution": "NodeNext",
        "target": "ES2022",
        "outDir": "dist",
        "noUnusedLocals": false,
        "skipLibCheck": true,
        "lib": ["DOM"]
    },
    "include": [
        "./src/**/*"
    ]
}

.actor/Dockerfile

# Specify the base Docker image. You can read more about
# the available images at https://crawlee.dev/docs/guides/docker-images
# You can also use any other image from Docker Hub.
FROM apify/actor-node-playwright-chrome:20-1.50.1 AS builder

# Check preinstalled packages
RUN npm ls crawlee apify puppeteer playwright

# Copy just package.json and package-lock.json
# to speed up the build using Docker layer cache.
COPY --chown=myuser package*.json ./

# Install all dependencies. Don't audit to speed up the installation.
RUN npm install --include=dev --audit=false

# Next, copy the source files using the user set
# in the base image.
COPY --chown=myuser . ./

# Install all dependencies and build the project.
# Don't audit to speed up the installation.
RUN npm run build

# Create final image
FROM apify/actor-node-playwright-chrome:20-1.50.1

# Check preinstalled packages
RUN npm ls crawlee apify puppeteer playwright

# Copy just package.json and package-lock.json
# to speed up the build using Docker layer cache.
COPY --chown=myuser package*.json ./

# Ensure we'll install Camoufox using the npm postinstall script
ENV PLAYWRIGHT_SKIP_BROWSER_DOWNLOAD=0
# Install NPM packages, skip optional and development dependencies to
# keep the image small. Avoid logging too much and print the dependency
# tree for debugging
RUN npm --quiet set progress=false \
    && npm install --omit=dev \
    && echo "Installed NPM packages:" \
    && (npm list --omit=dev --all || true) \
    && echo "Node.js version:" \
    && node --version \
    && echo "NPM version:" \
    && npm --version \
    && rm -r ~/.npm

# Copy built JS files from builder image
COPY --from=builder --chown=myuser /home/myuser/dist ./dist

# Next, copy the remaining files and directories with the source code.
# Since we do this after NPM install, quick build will be really fast
# for most source file changes.
COPY --chown=myuser . ./


# Run the image. If you know you won't need headful browsers,
# you can remove the XVFB start script for a micro perf gain.
CMD ./start_xvfb_and_run_cmd.sh && npm run start:prod --silent

.actor/actor.json

{
    "actorSpecification": 1,
    "name": "chrome-webstore-reviews-crawler",
    "title": "Chrome Web Store Reviews Crawler + GPT Summary",
    "description": "Scrape reviews from Chrome Web Store items and get GPT summary",
    "minMemoryMbytes": 4096,
    "maxMemoryMbytes": 8192,
    "version": "1.0",
    "input": "./input_schema.json",
    "storages": {
        "dataset": "./dataset_schema.json"
    },
    "dockerfile": "./Dockerfile",
    "environmentVariables": {
        "OPENAI_API_KEY": "@OPENAI_API_KEY"
    }
}

.actor/dataset_schema.json

{
    "actorSpecification": 1,
    "views": {
        "Reviews": {
            "title": "Reviews",
            "transformation": {
                "omit": [
                    "gpt"
                ],
                "unwind": [
                    "reviews"
                ]
            },
            "display": {
                "component": "table",
                "properties": {
                    "date": {
                        "label": "Date",
                        "format": "date"
                    },
                    "text": {
                        "label": "Text",
                        "format": "text"
                    },
                    "person": {
                        "label": "Reviewer",
                        "format": "text"
                    },
                    "rating": {
                        "label": "Rating",
                        "format": "number"
                    },
                    "photoSrc": {
                        "label": "Photo",
                        "format": "string"
                    }
                }
            }
        },
        "GPT": {
            "title": "GPT",
            "transformation": {
                "omit": [
                    "reviews"
                ],
                "unwind": [
                    "gpt"
                ]
            },
            "display": {
                "component": "table",
                "properties": {
                    "summary": {
                        "label": "Summary",
                        "format": "text"
                    },
                    "category": {
                        "label": "Category",
                        "format": "text"
                    }
                }
            }
        }
    }
}

.actor/input_schema.json

{
    "title": "Chrome Web Store Reviews Crawler + GPT Summary",
    "type": "object",
    "schemaVersion": 1,
    "properties": {
        "extensionIDs": {
            "title": "Chrome Webstore Item IDs",
            "type": "array",
            "description": "Extract ID from the link https://chromewebstore.google.com/detail/math-ai/[EXTENSION-ID], and put it in the input field.",
            "editor": "stringList",
            "prefill": [
                "aomkpefnllinimbhddlfhelelngakbbn"
            ]
        }
    },
    "required": [
        "extensionIDs"
    ]
}

images/time.png

src/main.ts

1// For more information, see https://docs.apify.com/sdk/js
2import { Actor } from 'apify';
3// For more information, see https://crawlee.dev
4import { PlaywrightCrawler } from 'crawlee';
5// this is ESM project, and as such, it requires you to specify extensions in your relative imports
6// read more about this here: https://nodejs.org/docs/latest-v18.x/api/esm.html#mandatory-file-extensions
7// note that we need to use `.js` even when inside TS files
8import { firefox } from 'playwright';
9import { launchOptions as camoufoxLaunchOptions } from 'camoufox-js';
10import log from '@apify/log';
11import { router } from './router.js';
12import { summarise } from './summarise.js';
13
14interface Input {
15    extensionIDs: string[];
16}
17
18function convertIdsToUrls(ids: string[]): string[] {
19    return ids.map((id) => `https://chromewebstore.google.com/detail/${id}/reviews?hl=en`);
20}
21
22await Actor.main(async () => {
23    // Structure of input is defined in input_schema.json
24    const {
25        extensionIDs = [],
26    } = await Actor.getInput<Input>() ?? {} as Input;
27
28    const proxyConfiguration = await Actor.createProxyConfiguration();
29
30    const crawler = new PlaywrightCrawler({
31        proxyConfiguration,
32        maxRequestsPerCrawl: 5,
33        requestHandler: router,
34        requestHandlerTimeoutSecs: 10000,
35        launchContext: {
36            launcher: firefox,
37            launchOptions: await camoufoxLaunchOptions({
38                headless: true,
39            }),
40        },
41    });
42
43    const crawlUrls = convertIdsToUrls(extensionIDs);
44    log.info('Input Chrome Extensions URLs:');
45    crawlUrls.forEach((url, index) => {
46        log.info(`${index + 1}: ${url}`);
47    });
48
49    await crawler.run(crawlUrls);
50
51    const dataset = await Actor.openDataset();
52    const data = await dataset.getData();
53
54    log.info('Creating summary with GPT...');
55    const response = await summarise(data.items[0].reviews);
56
57    await Actor.pushData({
58        gpt: response.summaries,
59    });
60    log.info('Finished creating GPT Summary.');
61});

src/router.ts

1import { createPlaywrightRouter, Dataset } from 'crawlee';
2import { parse } from 'date-fns';
3import { Review } from './types.js';
4
5export const router = createPlaywrightRouter();
6
7const SELECTORS = {
8    reviewSection: 'section.T7rvce',
9    dateSpan: 'span.ydlbEf',
10    textParagraph: 'p.fzDEpf',
11    personSpan: 'span.LfYwpe',
12    ratingDiv: 'div.B1UG8d',
13    image: 'img.ZmDEud',
14    loadMoreButton: 'button:has-text("Load More")',
15    reviewsLanguage: 'span:has-text("English")',
16    allReviewsOptions: 'li[role="option"]:has-text("All languages")',
17};
18
19function convertToDate(dateString: string): Date {
20    // Define the date format and parse the string
21    const format = 'MMM d, yyyy';
22    return parse(dateString, format, new Date());
23}
24
25// Function to open the dropdown menu and select "All languages" option
26// @ts-expect-error lazy
27const selectAllReviews = async (page, log) => {
28    try {
29        // Wait for and click the "English" dropdown
30        const dropdownMenu = await page.waitForSelector(SELECTORS.reviewsLanguage, {
31            timeout: 8000,
32        });
33        if (dropdownMenu) {
34            await dropdownMenu.click();
35            log.info('Dropdown menu clicked.');
36
37            // Add a short delay to allow the dropdown to open
38            await page.waitForTimeout(500);
39
40            // Now find and click the "All languages" option
41            const allLanguagesItem = await page.waitForSelector(
42                SELECTORS.allReviewsOptions,
43                { timeout: 8000 },
44            );
45            if (allLanguagesItem) {
46                await allLanguagesItem.click();
47                log.info('"All languages" item clicked.');
48            } else {
49                log.error(
50                    'The "All languages" item was not found or not interactable.',
51                );
52            }
53        } else {
54            log.error('Dropdown menu was not found.');
55        }
56    } catch (error) {
57        log.warning(`An error occurred while selecting "All languages"`);
58    }
59};
60
61// Function to click the "Load More" button if it exists
62// @ts-expect-error lazy
63const clickLoadButton = async (page): Promise<boolean> => {
64    try {
65        // Use a locator to locate the button and click on it directly
66        const loadMoreButton = page.locator(SELECTORS.loadMoreButton);
67
68        // Click the button, Playwright will auto-wait for the button to be ready
69        await loadMoreButton.click();
70
71        // Return true if the click was successful
72        return true;
73    } catch (error) {
74        // Return false if any error occurs
75        return false;
76    }
77};
78
79// Function to scrape all reviews from the fully expanded page
80// @ts-expect-error lazy
81const scrapeReviews = async (page, log): Promise<Review[]> => {
82    const reviewElements = await page.$$(SELECTORS.reviewSection);
83    const reviews: Review[] = [];
84    const reviewKeys = new Set();
85
86    let index = 1;
87    for (const reviewElement of reviewElements) {
88        const dateElement = await reviewElement.$(SELECTORS.dateSpan);
89        const textElement = await reviewElement.$(SELECTORS.textParagraph);
90        const personElement = await reviewElement.$(SELECTORS.personSpan);
91        const ratingElement = await reviewElement.$(SELECTORS.ratingDiv);
92        const photoElement = await reviewElement.$(SELECTORS.image);
93
94        const date = dateElement ? convertToDate(await dateElement.innerText()) : null;
95        const text = textElement ? await textElement.innerText() : null;
96        const person = personElement ? await personElement.innerText() : null;
97        const photoSrc = photoElement ? await photoElement.getAttribute('src') : null;
98
99        let rating = null;
100        if (ratingElement) {
101            const title = await ratingElement.getAttribute('title') || '';
102            const match = title.match(/(\d+) out of 5 stars/);
103            if (match) {
104                rating = match[1];
105            }
106        }
107
108        // Create a unique key for deduplication
109        const reviewKey = `Person: ${person} Date:${date}`;
110
111        if (!reviewKeys.has(reviewKey)) {
112            log.info(`[Added] ${index}: ${reviewKey}`);
113            reviewKeys.add(reviewKey);
114            reviews.push({ date, text, person, rating, photoSrc });
115            index++;
116        } else {
117            log.debug(`[Duplicate] ${reviewKey}`);
118        }
119    }
120
121    return reviews;
122};
123
124router.addDefaultHandler(async ({ page, log }) => {
125    log.info(`Starting to scrape on: ${page.url()}`);
126    log.info(`Title: ${await page.title()}`);
127
128    await selectAllReviews(page, log);
129
130    // Load all reviews by clicking "Load More"
131    let hasMoreContent = true;
132    while (hasMoreContent) {
133        const successfulClick = await clickLoadButton(page);
134        if (successfulClick) {
135            log.info('Loaded more reviews.');
136        } else {
137            log.info('No more reviews to load.');
138            await page.waitForSelector(SELECTORS.reviewSection, { timeout: 5000 });
139            hasMoreContent = false;
140        }
141    }
142
143    log.info('Scraping reviews...');
144    const reviews = await scrapeReviews(page, log);
145    log.info(`Scraped ${reviews.length} unique reviews...`);
146
147    // Store the results in the default dataset
148    await Dataset.pushData({ reviews });
149});

src/schema.ts

1export const reviewSchema = {
2    name: 'review_summary_list',
3    schema: {
4        type: 'object',
5        properties: {
6            summaries: {
7                type: 'array',
8                items: {
9                    type: 'object',
10                    properties: {
11                        category: {
12                            type: 'string',
13                            enum: [
14                                'pain_anger',
15                                'ideas',
16                                'money_talk',
17                            ],
18                            description: 'The category of the review summary.',
19                        },
20                        summary: {
21                            type: 'string',
22                            description: 'A summary of the reviews.',
23                        },
24                        supporting_reviews: {
25                            type: 'array',
26                            items: {
27                                $ref: '#/$defs/review',
28                            },
29                        },
30                    },
31                    required: [
32                        'category',
33                        'summary',
34                        'supporting_reviews',
35                    ],
36                    additionalProperties: false,
37                },
38            },
39        },
40        required: [
41            'summaries',
42        ],
43        additionalProperties: false,
44        $defs: {
45            review: {
46                type: 'object',
47                properties: {
48                    date: {
49                        type: 'string',
50                        description: 'The date when the review was written.',
51                    },
52                    text: {
53                        type: 'string',
54                        description: 'The text content of the review.',
55                    },
56                    person: {
57                        type: 'string',
58                        description: 'The name of the person who wrote the review.',
59                    },
60                    rating: {
61                        type: 'string',
62                        description: 'The rating given by the reviewer.',
63                    },
64                },
65                required: [
66                    'date',
67                    'text',
68                    'person',
69                    'rating',
70                ],
71                additionalProperties: false,
72            },
73        },
74    },
75    strict: true,
76};

src/summarise.ts

1import OpenAI from 'openai';
2import { encoding_for_model } from '@dqbd/tiktoken';
3import { reviewSchema } from './schema.js';
4import { Review } from './types.js';
5
6const openai = new OpenAI({ apiKey: process.env.OPENAI_API_KEY || '' });
7const tokenizer = encoding_for_model('gpt-4o');
8
9/**
10 * Cleans the reviews by removing photoSrc.
11 */
12function cleanReviews(reviews: Array<Review>): Array<Omit<Review, 'photoSrc'>> {
13    return reviews.map(({ photoSrc, ...rest }) => rest);
14}
15
16/**
17 * Tokenizes a JSON object and returns token count.
18 */
19function countTokens(text: string): number {
20    return tokenizer.encode(text).length;
21}
22
23/**
24 * Splits reviews into chunks based on token count.
25 */
26function chunkByTokens(reviews: Array<Omit<Review, 'photoSrc'>>, maxTokens = 128000): Array<{
27    chunk: Array<Omit<Review, 'photoSrc'>>,
28    tokenCount: number
29}> {
30    const chunks: Array<{ chunk: Array<Omit<Review, 'photoSrc'>>, tokenCount: number }> = [];
31    let currentChunk: Array<Omit<Review, 'photoSrc'>> = [];
32    let currentTokenCount = 0;
33
34    for (const review of reviews) {
35        const reviewTokenCount = countTokens(JSON.stringify(review));
36        // If adding the review exceeds maxTokens, start a new chunk
37        if (currentTokenCount + reviewTokenCount > maxTokens) {
38            chunks.push({ chunk: currentChunk, tokenCount: currentTokenCount });
39            currentChunk = [];
40            currentTokenCount = 0;
41        }
42        currentChunk.push(review);
43        currentTokenCount += reviewTokenCount;
44    }
45
46    // Add last chunk if not empty
47    if (currentChunk.length > 0) {
48        chunks.push({ chunk: currentChunk, tokenCount: currentTokenCount });
49    }
50
51    return chunks;
52}
53
54/**
55 * Summarizes a chunk of reviews using OpenAI.
56 */
57async function summarizeChunk(reviews: Array<Omit<Review, 'photoSrc'>>) {
58    const completion = await openai.chat.completions.create({
59        model: 'gpt-4o',
60        max_tokens: 4096, // Adjust based on desired output length
61        response_format: {
62            type: 'json_schema',
63            json_schema: reviewSchema,
64        },
65        messages: [
66            {
67                role: 'system',
68                content: ` You are a product review summarizer.\n
69                Please analyze the provided reviews and summarize them according to the given JSON schema.\n
70                IMPORTANT: Provide more than one summary per category if available.\n `,
71            },
72            {
73                role: 'user',
74                content: `Here are ${reviews.length} reviews: ${JSON.stringify(reviews, null, 0)}`,
75            },
76        ],
77    });
78    return JSON.parse(completion.choices[0].message?.content || '{}');
79}
80
81/**
82 * Merges multiple summaries into a single final summary using OpenAI.
83 */
84async function generateFinalSummary(partialSummaries: any[]): Promise<any> {
85    const finalCompletion = await openai.chat.completions.create({
86        model: 'gpt-4o',
87        response_format: {
88            type: 'json_schema',
89            json_schema: reviewSchema,
90        },
91        messages: [
92            {
93                role: 'system',
94                content: ` You are a review summary aggregator.\n
95                You will receive multiple review summaries and your task is to merge them into a final cohesive summary.\n
96                Ensure the final summary is structured well, avoids repetition, and provides a clear, complete view of the reviews.\n `,
97            },
98            {
99                role: 'user',
100                content: `Here are the partial summaries: ${JSON.stringify(partialSummaries, null, 0)}`,
101            },
102        ],
103    });
104    return JSON.parse(finalCompletion.choices[0].message?.content || '{}');
105}
106
107/**
108 * Main function to summarize reviews efficiently.
109 */
110export async function summarise(reviews: Array<Review>) {
111    const cleanedReviews = cleanReviews(reviews);
112    const chunks = chunkByTokens(cleanedReviews, 128000); // Dynamically split reviews by token count
113    console.log(`Processing ${chunks.length} chunks in parallel...`);
114
115    chunks.forEach(({ chunk, tokenCount }, index) => {
116        console.log(`Chunk ${index + 1}: ${chunk.length} reviews, ${tokenCount} tokens`);
117    });
118
119    // Process chunks in parallel
120    const partialSummaries = await Promise.all(chunks.map(({ chunk }) => summarizeChunk(chunk)));
121
122    // If there's only one chunk, return its summary directly
123    if (chunks.length === 1) {
124        return partialSummaries[0];
125    }
126
127    // Make a final OpenAI call to merge summaries into a single cohesive summary
128    return await generateFinalSummary(partialSummaries);
129}

src/types.ts

1export interface Review {
2    date: Date | null;
3    text: string | null;
4    person: string | null;
5    rating: string | null;
6    photoSrc: string | null;
7}

GPT-2 text generation

jirimoravcik/gpt2-text-generation

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189

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