diff --git a/backend/functions/package-lock.json b/backend/functions/package-lock.json
index 2071418..e735c53 100644
--- a/backend/functions/package-lock.json
+++ b/backend/functions/package-lock.json
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-        "xmlchars": "^2.2.0"
-      },
-      "engines": {
-        "node": ">=v12.22.7"
-      }
-    },
     "node_modules/semver": {
-      "version": "7.6.0",
-      "resolved": "https://registry.npmjs.org/semver/-/semver-7.6.0.tgz",
-      "integrity": "sha512-EnwXhrlwXMk9gKu5/flx5sv/an57AkRplG3hTK68W7FRDN+k+OWBj65M7719OkA82XLBxrcX0KSHj+X5COhOVg==",
-      "dependencies": {
-        "lru-cache": "^6.0.0"
-      },
+      "version": "7.6.3",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-7.6.3.tgz",
+      "integrity": "sha512-oVekP1cKtI+CTDvHWYFUcMtsK/00wmAEfyqKfNdARm8u1wNVhSgaX7A8d4UuIlUI5e84iEwOhs7ZPYRmzU9U6A==",
       "bin": {
         "semver": "bin/semver.js"
       },
@@ -10504,22 +10429,6 @@
         "node": ">=10"
       }
     },
-    "node_modules/semver/node_modules/lru-cache": {
-      "version": "6.0.0",
-      "resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-6.0.0.tgz",
-      "integrity": "sha512-Jo6dJ04CmSjuznwJSS3pUeWmd/H0ffTlkXXgwZi+eq1UCmqQwCh+eLsYOYCwY991i2Fah4h1BEMCx4qThGbsiA==",
-      "dependencies": {
-        "yallist": "^4.0.0"
-      },
-      "engines": {
-        "node": ">=10"
-      }
-    },
-    "node_modules/semver/node_modules/yallist": {
-      "version": "4.0.0",
-      "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
-      "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
-    },
     "node_modules/send": {
       "version": "0.18.0",
       "resolved": "https://registry.npmjs.org/send/-/send-0.18.0.tgz",
@@ -10567,11 +10476,6 @@
         "node": ">=4"
       }
     },
-    "node_modules/send/node_modules/ms": {
-      "version": "2.1.3",
-      "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.3.tgz",
-      "integrity": "sha512-6FlzubTLZG3J2a/NVCAleEhjzq5oxgHyaCU9yYXvcLsvoVaHJq/s5xXI6/XXP6tz7R9xAOtHnSO/tXtF3WRTlA=="
-    },
     "node_modules/serve-static": {
       "version": "1.15.0",
       "resolved": "https://registry.npmjs.org/serve-static/-/serve-static-1.15.0.tgz",
@@ -10876,7 +10780,6 @@
       "version": "3.0.3",
       "resolved": "https://registry.npmjs.org/sparse-bitfield/-/sparse-bitfield-3.0.3.tgz",
       "integrity": "sha512-kvzhi7vqKTfkh0PZU+2D2PIllw2ymqJKujUcyPMd9Y75Nv4nPbGJZXNhxsgdQab2BmlDct1YnfQCguEvHr7VsQ==",
-      "optional": true,
       "peer": true,
       "dependencies": {
         "memory-pager": "^1.0.2"
@@ -10958,12 +10861,13 @@
       }
     },
     "node_modules/streamx": {
-      "version": "2.16.1",
-      "resolved": "https://registry.npmjs.org/streamx/-/streamx-2.16.1.tgz",
-      "integrity": "sha512-m9QYj6WygWyWa3H1YY69amr4nVgy61xfjys7xO7kviL5rfIEc2naf+ewFiOA+aEJD7y0JO3h2GoiUv4TDwEGzQ==",
+      "version": "2.20.0",
+      "resolved": "https://registry.npmjs.org/streamx/-/streamx-2.20.0.tgz",
+      "integrity": "sha512-ZGd1LhDeGFucr1CUCTBOS58ZhEendd0ttpGT3usTvosS4ntIwKN9LJFp+OeCSprsCPL14BXVRZlHGRY1V9PVzQ==",
       "dependencies": {
-        "fast-fifo": "^1.1.0",
-        "queue-tick": "^1.0.1"
+        "fast-fifo": "^1.3.2",
+        "queue-tick": "^1.0.1",
+        "text-decoder": "^1.1.0"
       },
       "optionalDependencies": {
         "bare-events": "^2.2.0"
@@ -11150,11 +11054,6 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
-    "node_modules/symbol-tree": {
-      "version": "3.2.4",
-      "resolved": "https://registry.npmjs.org/symbol-tree/-/symbol-tree-3.2.4.tgz",
-      "integrity": "sha512-9QNk5KwDF+Bvz+PyObkmSYjI5ksVUYtjW7AU22r2NKcfLJcXp96hkDWU3+XndOsUb+AQ9QhfzfCT2O+CNWT5Tw=="
-    },
     "node_modules/tar": {
       "version": "6.2.1",
       "resolved": "https://registry.npmjs.org/tar/-/tar-6.2.1.tgz",
@@ -11172,9 +11071,9 @@
       }
     },
     "node_modules/tar-fs": {
-      "version": "3.0.5",
-      "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-3.0.5.tgz",
-      "integrity": "sha512-JOgGAmZyMgbqpLwct7ZV8VzkEB6pxXFBVErLtb+XCOqzc6w1xiWKI9GVd6bwk68EX7eJ4DWmfXVmq8K2ziZTGg==",
+      "version": "3.0.6",
+      "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-3.0.6.tgz",
+      "integrity": "sha512-iokBDQQkUyeXhgPYaZxmczGPhnhXZ0CmrqI+MOb/WFGS9DW5wnfrLgtjUJBvz50vQ3qfRwJ62QVoCFu8mPVu5w==",
       "dependencies": {
         "pump": "^3.0.0",
         "tar-stream": "^3.1.5"
@@ -11263,6 +11162,14 @@
         "url": "https://github.com/sponsors/isaacs"
       }
     },
+    "node_modules/text-decoder": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/text-decoder/-/text-decoder-1.1.1.tgz",
+      "integrity": "sha512-8zll7REEv4GDD3x4/0pW+ppIxSNs7H1J10IKFZsuOMscumCdM2a+toDGLPA3T+1+fLBql4zbt5z83GEQGGV5VA==",
+      "dependencies": {
+        "b4a": "^1.6.4"
+      }
+    },
     "node_modules/text-table": {
       "version": "0.2.0",
       "resolved": "https://registry.npmjs.org/text-table/-/text-table-0.2.0.tgz",
@@ -11369,15 +11276,15 @@
       }
     },
     "node_modules/tr46": {
-      "version": "3.0.0",
-      "resolved": "https://registry.npmjs.org/tr46/-/tr46-3.0.0.tgz",
-      "integrity": "sha512-l7FvfAHlcmulp8kr+flpQZmVwtu7nfRV7NZujtN0OqES8EL4O4e0qqzL0DC5gAvx/ZC/9lk6rhcUwYvkBnBnYA==",
+      "version": "4.1.1",
+      "resolved": "https://registry.npmjs.org/tr46/-/tr46-4.1.1.tgz",
+      "integrity": "sha512-2lv/66T7e5yNyhAAC4NaKe5nVavzuGJQVVtRYLyQ2OI8tsJ61PMLlelehb0wi2Hx6+hT/OJUWZcw8MjlSRnxvw==",
       "peer": true,
       "dependencies": {
-        "punycode": "^2.1.1"
+        "punycode": "^2.3.0"
       },
       "engines": {
-        "node": ">=12"
+        "node": ">=14"
       }
     },
     "node_modules/ts-deepmerge": {
@@ -11613,10 +11520,15 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/typed-query-selector": {
+      "version": "2.12.0",
+      "resolved": "https://registry.npmjs.org/typed-query-selector/-/typed-query-selector-2.12.0.tgz",
+      "integrity": "sha512-SbklCd1F0EiZOyPiW192rrHZzZ5sBijB6xM+cpmrwDqObvdtunOHHIk9fCGsoK5JVIYXoyEp4iEdE3upFH3PAg=="
+    },
     "node_modules/typescript": {
-      "version": "5.4.5",
-      "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.4.5.tgz",
-      "integrity": "sha512-vcI4UpRgg81oIRUFwR0WSIHKt11nJ7SAVlYNIu+QpqeyXP+gpQJy/Z4+F0aGxSE4MqwjyXvW/TzgkLAx2AGHwQ==",
+      "version": "5.5.4",
+      "resolved": "https://registry.npmjs.org/typescript/-/typescript-5.5.4.tgz",
+      "integrity": "sha512-Mtq29sKDAEYP7aljRgtPOpTvOfbwRWlS6dPRzwjdE+C0R4brX/GUyhHSecbHMFLNBLcJIPt9nl9yG5TZ1weH+Q==",
       "devOptional": true,
       "bin": {
         "tsc": "bin/tsc",
@@ -11626,6 +11538,11 @@
         "node": ">=14.17"
       }
     },
+    "node_modules/uhyphen": {
+      "version": "0.2.0",
+      "resolved": "https://registry.npmjs.org/uhyphen/-/uhyphen-0.2.0.tgz",
+      "integrity": "sha512-qz3o9CHXmJJPGBdqzab7qAYuW8kQGKNEuoHFYrBwV6hWIMcpAmxDLXojcHfFr9US1Pe6zUswEIJIbLI610fuqA=="
+    },
     "node_modules/unbox-primitive": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/unbox-primitive/-/unbox-primitive-1.0.2.tgz",
@@ -11802,17 +11719,6 @@
         "node": ">= 0.8"
       }
     },
-    "node_modules/w3c-xmlserializer": {
-      "version": "5.0.0",
-      "resolved": "https://registry.npmjs.org/w3c-xmlserializer/-/w3c-xmlserializer-5.0.0.tgz",
-      "integrity": "sha512-o8qghlI8NZHU1lLPrpi2+Uq7abh4GGPpYANlalzWxyWteJOCsr/P+oPBA49TOLu5FTZO4d3F9MnWJfiMo4BkmA==",
-      "dependencies": {
-        "xml-name-validator": "^5.0.0"
-      },
-      "engines": {
-        "node": ">=18"
-      }
-    },
     "node_modules/walker": {
       "version": "1.0.8",
       "resolved": "https://registry.npmjs.org/walker/-/walker-1.0.8.tgz",
@@ -11846,6 +11752,7 @@
       "version": "7.0.0",
       "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-7.0.0.tgz",
       "integrity": "sha512-VwddBukDzu71offAQR975unBIGqfKZpM+8ZX6ySk8nYhVoo5CYaZyzt3YBvYtRtO+aoGlqxPg/B87NGVZ/fu6g==",
+      "peer": true,
       "engines": {
         "node": ">=12"
       }
@@ -11871,36 +11778,17 @@
         "node": ">=0.8.0"
       }
     },
-    "node_modules/whatwg-encoding": {
-      "version": "3.1.1",
-      "resolved": "https://registry.npmjs.org/whatwg-encoding/-/whatwg-encoding-3.1.1.tgz",
-      "integrity": "sha512-6qN4hJdMwfYBtE3YBTTHhoeuUrDBPZmbQaxWAqSALV/MeEnR5z1xd8UKud2RAkFoPkmB+hli1TZSnyi84xz1vQ==",
-      "dependencies": {
-        "iconv-lite": "0.6.3"
-      },
-      "engines": {
-        "node": ">=18"
-      }
-    },
-    "node_modules/whatwg-mimetype": {
-      "version": "4.0.0",
-      "resolved": "https://registry.npmjs.org/whatwg-mimetype/-/whatwg-mimetype-4.0.0.tgz",
-      "integrity": "sha512-QaKxh0eNIi2mE9p2vEdzfagOKHCcj1pJ56EEHGQOVxp8r9/iszLUUV7v89x9O1p/T+NlTM5W7jW6+cz4Fq1YVg==",
-      "engines": {
-        "node": ">=18"
-      }
-    },
     "node_modules/whatwg-url": {
-      "version": "11.0.0",
-      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-11.0.0.tgz",
-      "integrity": "sha512-RKT8HExMpoYx4igMiVMY83lN6UeITKJlBQ+vR/8ZJ8OCdSiN3RwCq+9gH0+Xzj0+5IrM6i4j/6LuvzbZIQgEcQ==",
+      "version": "13.0.0",
+      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-13.0.0.tgz",
+      "integrity": "sha512-9WWbymnqj57+XEuqADHrCJ2eSXzn8WXIW/YSGaZtb2WKAInQ6CHfaUUcTyyver0p8BDg5StLQq8h1vtZuwmOig==",
       "peer": true,
       "dependencies": {
-        "tr46": "^3.0.0",
+        "tr46": "^4.1.1",
         "webidl-conversions": "^7.0.0"
       },
       "engines": {
-        "node": ">=12"
+        "node": ">=16"
       }
     },
     "node_modules/which": {
@@ -11996,9 +11884,9 @@
       }
     },
     "node_modules/ws": {
-      "version": "8.16.0",
-      "resolved": "https://registry.npmjs.org/ws/-/ws-8.16.0.tgz",
-      "integrity": "sha512-HS0c//TP7Ina87TfiPUz1rQzMhHrl/SG2guqRcTOIUYD2q8uhUdNHZYJUaQ8aTGPzCh+c6oawMKW35nFl1dxyQ==",
+      "version": "8.18.0",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.0.tgz",
+      "integrity": "sha512-8VbfWfHLbbwu3+N6OKsOMpBdT4kXPDDB9cJk2bJ6mh9ucxdlnNvH1e+roYkKmN9Nxw2yjz7VzeO9oOz2zJ04Pw==",
       "engines": {
         "node": ">=10.0.0"
       },
@@ -12020,14 +11908,6 @@
       "resolved": "https://registry.npmjs.org/xml/-/xml-1.0.1.tgz",
       "integrity": "sha512-huCv9IH9Tcf95zuYCsQraZtWnJvBtLVE0QHMOs8bWyZAFZNDcYjsPq1nEx8jKA9y+Beo9v+7OBPRisQTjinQMw=="
     },
-    "node_modules/xml-name-validator": {
-      "version": "5.0.0",
-      "resolved": "https://registry.npmjs.org/xml-name-validator/-/xml-name-validator-5.0.0.tgz",
-      "integrity": "sha512-EvGK8EJ3DhaHfbRlETOWAS5pO9MZITeauHKJyb8wyajUfQUenkIg2MvLDTZ4T/TgIcm3HU0TFBgWWboAZ30UHg==",
-      "engines": {
-        "node": ">=18"
-      }
-    },
     "node_modules/xml2js": {
       "version": "0.5.0",
       "resolved": "https://registry.npmjs.org/xml2js/-/xml2js-0.5.0.tgz",
@@ -12048,11 +11928,6 @@
         "node": ">=4.0"
       }
     },
-    "node_modules/xmlchars": {
-      "version": "2.2.0",
-      "resolved": "https://registry.npmjs.org/xmlchars/-/xmlchars-2.2.0.tgz",
-      "integrity": "sha512-JZnDKK8B0RCDw84FNdDAIpZK+JuJw+s7Lz8nksI7SIuU3UXJJslUthsi+uWBUYOwPFwW7W7PRLRfUKpxjtjFCw=="
-    },
     "node_modules/y18n": {
       "version": "5.0.8",
       "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
@@ -12137,9 +12012,9 @@
       }
     },
     "node_modules/zod": {
-      "version": "3.22.4",
-      "resolved": "https://registry.npmjs.org/zod/-/zod-3.22.4.tgz",
-      "integrity": "sha512-iC+8Io04lddc+mVqQ9AZ7OQ2MrUKGN+oIQyq1vemgt46jwCwLfhq7/pwnBnNXXXZb8VTVLKwp9EDkx+ryxIWmg==",
+      "version": "3.23.8",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.23.8.tgz",
+      "integrity": "sha512-XBx9AXhXktjUqnepgTiE5flcKIYWi/rme0Eaj+5Y0lftuGBq+jyRu/md4WnuxqgP1ubdpNCsYEYPxrzVHD8d6g==",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
diff --git a/backend/functions/package.json b/backend/functions/package.json
index fa5aaa6..743bf8a 100644
--- a/backend/functions/package.json
+++ b/backend/functions/package.json
@@ -34,7 +34,7 @@
     "archiver": "^6.0.1",
     "axios": "^1.3.3",
     "bcrypt": "^5.1.0",
-    "civkit": "^0.6.5-047c0d8",
+    "civkit": "^0.7.0-0f8889a",
     "core-js": "^3.37.1",
     "cors": "^2.8.5",
     "dayjs": "^1.11.9",
@@ -43,13 +43,13 @@
     "firebase-functions": "^4.9.0",
     "htmlparser2": "^9.0.0",
     "jose": "^5.1.0",
-    "jsdom": "^24.0.0",
     "langdetect": "^0.2.1",
+    "linkedom": "^0.18.4",
     "maxmind": "^4.3.18",
     "minio": "^7.1.3",
     "openai": "^4.20.0",
     "pdfjs-dist": "^4.2.67",
-    "puppeteer": "^22.7.1",
+    "puppeteer": "^23.3.0",
     "puppeteer-extra": "^3.3.6",
     "puppeteer-extra-plugin-block-resources": "^2.4.3",
     "puppeteer-extra-plugin-page-proxy": "^2.0.0",
@@ -68,7 +68,7 @@
     "@types/bcrypt": "^5.0.0",
     "@types/cors": "^2.8.17",
     "@types/generic-pool": "^3.8.1",
-    "@types/node": "^18",
+    "@types/node": "^20.14.13",
     "@types/set-cookie-parser": "^2.4.7",
     "@typescript-eslint/eslint-plugin": "^5.12.0",
     "@typescript-eslint/parser": "^5.12.0",
@@ -77,7 +77,7 @@
     "eslint-plugin-import": "^2.25.4",
     "firebase-functions-test": "^3.0.0",
     "replicate": "^0.16.1",
-    "typescript": "^5.1.6"
+    "typescript": "^5.5.4"
   },
   "private": true,
   "exports": {
diff --git a/backend/functions/src/cloud-functions/crawler.ts b/backend/functions/src/cloud-functions/crawler.ts
index 6dbc4da..ba3dfb0 100644
--- a/backend/functions/src/cloud-functions/crawler.ts
+++ b/backend/functions/src/cloud-functions/crawler.ts
@@ -1,7 +1,6 @@
 import {
     assignTransferProtocolMeta, marshalErrorLike,
     RPCHost, RPCReflection,
-    HashManager,
     AssertionFailureError, ParamValidationError, Defer,
 } from 'civkit';
 import { singleton } from 'tsyringe';
@@ -11,22 +10,17 @@ import _ from 'lodash';
 import { PageSnapshot, PuppeteerControl, ScrappingOptions } from '../services/puppeteer';
 import { Request, Response } from 'express';
 const pNormalizeUrl = import("@esm2cjs/normalize-url");
-import { AltTextService } from '../services/alt-text';
-import TurndownService from 'turndown';
 import { Crawled } from '../db/crawled';
-import { cleanAttribute } from '../utils/misc';
 import { randomUUID } from 'crypto';
 import { JinaEmbeddingsAuthDTO } from '../shared/dto/jina-embeddings-auth';
 
 import { countGPTToken as estimateToken } from '../shared/utils/openai';
 import { CrawlerOptions, CrawlerOptionsHeaderOnly } from '../dto/scrapping-options';
 import { JinaEmbeddingsTokenAccount } from '../shared/db/jina-embeddings-token-account';
-import { PDFExtractor } from '../services/pdf-extract';
 import { DomainBlockade } from '../db/domain-blockade';
 import { FirebaseRoundTripChecker } from '../shared/services/firebase-roundtrip-checker';
 import { JSDomControl } from '../services/jsdom';
-
-const md5Hasher = new HashManager('md5', 'hex');
+import { FormattedPage, md5Hasher, SnapshotFormatter } from '../services/snapshot-formatter';
 
 export interface ExtraScrappingOptions extends ScrappingOptions {
     withIframe?: boolean;
@@ -35,29 +29,6 @@ export interface ExtraScrappingOptions extends ScrappingOptions {
     keepImgDataUrl?: boolean;
 }
 
-export interface FormattedPage {
-    title?: string;
-    description?: string;
-    url?: string;
-    content?: string;
-    publishedTime?: string;
-    html?: string;
-    text?: string;
-    screenshotUrl?: string;
-    screenshot?: Buffer;
-    pageshotUrl?: string;
-    pageshot?: Buffer;
-    links?: { [k: string]: string; };
-    images?: { [k: string]: string; };
-    usage?: {
-        total_tokens?: number;
-        totalTokens?: number;
-        tokens?: number;
-    };
-
-    toString: () => string;
-}
-
 const indexProto = {
     toString: function (): string {
         return _(this)
@@ -72,8 +43,6 @@ const indexProto = {
 export class CrawlerHost extends RPCHost {
     logger = this.globalLogger.child({ service: this.constructor.name });
 
-    turnDownPlugins = [require('turndown-plugin-gfm').tables];
-
     cacheRetentionMs = 1000 * 3600 * 24 * 7;
     cacheValidMs = 1000 * 3600;
     urlValidMs = 1000 * 3600 * 4;
@@ -83,8 +52,7 @@ export class CrawlerHost extends RPCHost {
         protected globalLogger: Logger,
         protected puppeteerControl: PuppeteerControl,
         protected jsdomControl: JSDomControl,
-        protected altTextService: AltTextService,
-        protected pdfExtractor: PDFExtractor,
+        protected snapshotFormatter: SnapshotFormatter,
         protected firebaseObjectStorage: FirebaseStorageBucketControl,
         protected rateLimitControl: RateLimitControl,
         protected threadLocal: AsyncContext,
@@ -148,448 +116,6 @@ export class CrawlerHost extends RPCHost {
         return indexObject;
     }
 
-    getTurndown(options?: {
-        noRules?: boolean | string,
-        url?: string | URL;
-        imgDataUrlToObjectUrl?: boolean;
-    }) {
-        const turnDownService = new TurndownService({
-            codeBlockStyle: 'fenced',
-            preformattedCode: true,
-        } as any);
-        if (!options?.noRules) {
-            turnDownService.addRule('remove-irrelevant', {
-                filter: ['meta', 'style', 'script', 'noscript', 'link', 'textarea', 'select'],
-                replacement: () => ''
-            });
-            turnDownService.addRule('truncate-svg', {
-                filter: 'svg' as any,
-                replacement: () => ''
-            });
-            turnDownService.addRule('title-as-h1', {
-                filter: ['title'],
-                replacement: (innerText) => `${innerText}\n===============\n`
-            });
-        }
-
-        if (options?.imgDataUrlToObjectUrl) {
-            turnDownService.addRule('data-url-to-pseudo-object-url', {
-                filter: (node) => Boolean(node.tagName === 'IMG' && node.getAttribute('src')?.startsWith('data:')),
-                replacement: (_content, node: any) => {
-                    const src = (node.getAttribute('src') || '').trim();
-                    const alt = cleanAttribute(node.getAttribute('alt')) || '';
-
-                    if (options.url) {
-                        const refUrl = new URL(options.url);
-                        const mappedUrl = new URL(`blob:${refUrl.origin}/${md5Hasher.hash(src)}`);
-
-                        return `![${alt}](${mappedUrl})`;
-                    }
-
-                    return `![${alt}](blob:${md5Hasher.hash(src)})`;
-                }
-            });
-        }
-
-        turnDownService.addRule('improved-paragraph', {
-            filter: 'p',
-            replacement: (innerText) => {
-                const trimmed = innerText.trim();
-                if (!trimmed) {
-                    return '';
-                }
-
-                return `${trimmed.replace(/\n{3,}/g, '\n\n')}\n\n`;
-            }
-        });
-        turnDownService.addRule('improved-inline-link', {
-            filter: function (node, options) {
-                return Boolean(
-                    options.linkStyle === 'inlined' &&
-                    node.nodeName === 'A' &&
-                    node.getAttribute('href')
-                );
-            },
-
-            replacement: function (content, node: any) {
-                let href = node.getAttribute('href');
-                if (href) href = href.replace(/([()])/g, '\\$1');
-                let title = cleanAttribute(node.getAttribute('title'));
-                if (title) title = ' "' + title.replace(/"/g, '\\"') + '"';
-
-                const fixedContent = content.replace(/\s+/g, ' ').trim();
-                let fixedHref = href.replace(/\s+/g, '').trim();
-                if (options?.url) {
-                    try {
-                        fixedHref = new URL(fixedHref, options.url).toString();
-                    } catch (_err) {
-                        void 0;
-                    }
-                }
-
-                return `[${fixedContent}](${fixedHref}${title || ''})`;
-            }
-        });
-        turnDownService.addRule('improved-code', {
-            filter: function (node: any) {
-                let hasSiblings = node.previousSibling || node.nextSibling;
-                let isCodeBlock = node.parentNode.nodeName === 'PRE' && !hasSiblings;
-
-                return node.nodeName === 'CODE' && !isCodeBlock;
-            },
-
-            replacement: function (inputContent: any) {
-                if (!inputContent) return '';
-                let content = inputContent;
-
-                let delimiter = '`';
-                let matches = content.match(/`+/gm) || [];
-                while (matches.indexOf(delimiter) !== -1) delimiter = delimiter + '`';
-                if (content.includes('\n')) {
-                    delimiter = '```';
-                }
-
-                let extraSpace = delimiter === '```' ? '\n' : /^`|^ .*?[^ ].* $|`$/.test(content) ? ' ' : '';
-
-                return delimiter + extraSpace + content + (delimiter === '```' && !content.endsWith(extraSpace) ? extraSpace : '') + delimiter;
-            }
-        });
-
-        return turnDownService;
-    }
-
-    getGeneralSnapshotMixins(snapshot: PageSnapshot) {
-        let inferred;
-        const mixin: any = {};
-        if (this.threadLocal.get('withImagesSummary')) {
-            inferred ??= this.jsdomControl.inferSnapshot(snapshot);
-            const imageSummary = {} as { [k: string]: string; };
-            const imageIdxTrack = new Map<string, number[]>();
-
-            let imgIdx = 0;
-
-            for (const img of inferred.imgs) {
-                const imgSerial = ++imgIdx;
-                const idxArr = imageIdxTrack.has(img.src) ? imageIdxTrack.get(img.src)! : [];
-                idxArr.push(imgSerial);
-                imageIdxTrack.set(img.src, idxArr);
-                imageSummary[img.src] = img.alt || '';
-            }
-
-            mixin.images =
-                _(imageSummary)
-                    .toPairs()
-                    .map(
-                        ([url, alt], i) => {
-                            return [`Image ${(imageIdxTrack?.get(url) || [i + 1]).join(',')}${alt ? `: ${alt}` : ''}`, url];
-                        }
-                    ).fromPairs()
-                    .value();
-        }
-        if (this.threadLocal.get('withLinksSummary')) {
-            inferred ??= this.jsdomControl.inferSnapshot(snapshot);
-            mixin.links = _.invert(inferred.links || {});
-        }
-
-        return mixin;
-    }
-
-    async formatSnapshot(mode: string | 'markdown' | 'html' | 'text' | 'screenshot' | 'pageshot', snapshot: PageSnapshot & {
-        screenshotUrl?: string;
-        pageshotUrl?: string;
-    }, nominalUrl?: URL) {
-        if (mode === 'screenshot') {
-            if (snapshot.screenshot && !snapshot.screenshotUrl) {
-                const fid = `instant-screenshots/${randomUUID()}`;
-                await this.firebaseObjectStorage.saveFile(fid, snapshot.screenshot, {
-                    metadata: {
-                        contentType: 'image/png',
-                    }
-                });
-                snapshot.screenshotUrl = await this.firebaseObjectStorage.signDownloadUrl(fid, Date.now() + this.urlValidMs);
-            }
-
-            return {
-                ...this.getGeneralSnapshotMixins(snapshot),
-                // html: snapshot.html,
-                screenshotUrl: snapshot.screenshotUrl,
-                toString() {
-                    return this.screenshotUrl;
-                }
-            } as FormattedPage;
-        }
-        if (mode === 'pageshot') {
-            if (snapshot.pageshot && !snapshot.pageshotUrl) {
-                const fid = `instant-screenshots/${randomUUID()}`;
-                await this.firebaseObjectStorage.saveFile(fid, snapshot.pageshot, {
-                    metadata: {
-                        contentType: 'image/png',
-                    }
-                });
-                snapshot.pageshotUrl = await this.firebaseObjectStorage.signDownloadUrl(fid, Date.now() + this.urlValidMs);
-            }
-
-            return {
-                ...this.getGeneralSnapshotMixins(snapshot),
-                html: snapshot.html,
-                pageshotUrl: snapshot.pageshotUrl,
-                toString() {
-                    return this.pageshotUrl;
-                }
-            } as FormattedPage;
-        }
-        if (mode === 'html') {
-            return {
-                ...this.getGeneralSnapshotMixins(snapshot),
-                html: snapshot.html,
-                toString() {
-                    return this.html;
-                }
-            } as FormattedPage;
-        }
-
-        let pdfMode = false;
-        if (snapshot.pdfs?.length && !snapshot.title) {
-            const pdf = await this.pdfExtractor.cachedExtract(snapshot.pdfs[0],
-                this.threadLocal.get('cacheTolerance')
-            );
-            if (pdf) {
-                pdfMode = true;
-                snapshot.title = pdf.meta?.Title;
-                snapshot.text = pdf.text || snapshot.text;
-                snapshot.parsed = {
-                    content: pdf.content,
-                    textContent: pdf.content,
-                    length: pdf.content?.length,
-                    byline: pdf.meta?.Author,
-                    lang: pdf.meta?.Language || undefined,
-                    title: pdf.meta?.Title,
-                    publishedTime: this.pdfExtractor.parsePdfDate(pdf.meta?.ModDate || pdf.meta?.CreationDate)?.toISOString(),
-                };
-            }
-        }
-
-        if (mode === 'text') {
-            return {
-                ...this.getGeneralSnapshotMixins(snapshot),
-                text: snapshot.text,
-                toString() {
-                    return this.text;
-                }
-            } as FormattedPage;
-        }
-        const imgDataUrlToObjectUrl = !Boolean(this.threadLocal.get('keepImgDataUrl'));
-
-        let contentText = '';
-        const imageSummary = {} as { [k: string]: string; };
-        const imageIdxTrack = new Map<string, number[]>();
-        const uid = this.threadLocal.get('uid');
-        do {
-            if (pdfMode) {
-                contentText = snapshot.parsed?.content || snapshot.text;
-                break;
-            }
-
-            if (
-                snapshot.maxElemDepth! > 256 ||
-                (!uid && snapshot.elemCount! > 10_000) ||
-                snapshot.elemCount! > 70_000
-            ) {
-                this.logger.warn('Degrading to text to protect the server', { url: snapshot.href });
-                contentText = snapshot.text;
-                break;
-            }
-
-            const jsDomElementOfHTML = this.jsdomControl.snippetToElement(snapshot.html, snapshot.href);
-            let toBeTurnedToMd = jsDomElementOfHTML;
-            let turnDownService = this.getTurndown({ url: snapshot.rebase || nominalUrl, imgDataUrlToObjectUrl });
-            if (mode !== 'markdown' && snapshot.parsed?.content) {
-                const jsDomElementOfParsed = this.jsdomControl.snippetToElement(snapshot.parsed.content, snapshot.href);
-                const par1 = this.jsdomControl.runTurndown(turnDownService, jsDomElementOfHTML);
-                const par2 = snapshot.parsed.content ? this.jsdomControl.runTurndown(turnDownService, jsDomElementOfParsed) : '';
-
-                // If Readability did its job
-                if (par2.length >= 0.3 * par1.length) {
-                    turnDownService = this.getTurndown({ noRules: true, url: snapshot.rebase || nominalUrl, imgDataUrlToObjectUrl });
-                    if (snapshot.parsed.content) {
-                        toBeTurnedToMd = jsDomElementOfParsed;
-                    }
-                }
-            }
-
-            for (const plugin of this.turnDownPlugins) {
-                turnDownService = turnDownService.use(plugin);
-            }
-            const urlToAltMap: { [k: string]: string | undefined; } = {};
-            if (snapshot.imgs?.length && this.threadLocal.get('withGeneratedAlt')) {
-                const tasks = _.uniqBy((snapshot.imgs || []), 'src').map(async (x) => {
-                    const r = await this.altTextService.getAltText(x).catch((err: any) => {
-                        this.logger.warn(`Failed to get alt text for ${x.src}`, { err: marshalErrorLike(err) });
-                        return undefined;
-                    });
-                    if (r && x.src) {
-                        urlToAltMap[x.src.trim()] = r;
-                    }
-                });
-
-                await Promise.all(tasks);
-            }
-            let imgIdx = 0;
-            turnDownService.addRule('img-generated-alt', {
-                filter: 'img',
-                replacement: (_content, node: any) => {
-                    let linkPreferredSrc = (node.getAttribute('src') || '').trim();
-                    if (!linkPreferredSrc || linkPreferredSrc.startsWith('data:')) {
-                        const dataSrc = (node.getAttribute('data-src') || '').trim();
-                        if (dataSrc && !dataSrc.startsWith('data:')) {
-                            linkPreferredSrc = dataSrc;
-                        }
-                    }
-
-                    let src;
-                    try {
-                        src = new URL(linkPreferredSrc, snapshot.rebase || nominalUrl).toString();
-                    } catch (_err) {
-                        void 0;
-                    }
-                    const alt = cleanAttribute(node.getAttribute('alt'));
-                    if (!src) {
-                        return '';
-                    }
-                    const mapped = urlToAltMap[src];
-                    const imgSerial = ++imgIdx;
-                    const idxArr = imageIdxTrack.has(src) ? imageIdxTrack.get(src)! : [];
-                    idxArr.push(imgSerial);
-                    imageIdxTrack.set(src, idxArr);
-
-                    if (mapped) {
-                        imageSummary[src] = mapped || alt;
-
-                        if (src?.startsWith('data:') && imgDataUrlToObjectUrl) {
-                            const mappedUrl = new URL(`blob:${nominalUrl?.origin || ''}/${md5Hasher.hash(src)}`);
-                            mappedUrl.protocol = 'blob:';
-
-                            return `![Image ${imgIdx}: ${mapped || alt}](${mappedUrl})`;
-                        }
-
-                        return `![Image ${imgIdx}: ${mapped || alt}](${src})`;
-                    }
-
-                    imageSummary[src] = alt || '';
-
-                    if (src?.startsWith('data:') && imgDataUrlToObjectUrl) {
-                        const mappedUrl = new URL(`blob:${nominalUrl?.origin || ''}/${md5Hasher.hash(src)}`);
-                        mappedUrl.protocol = 'blob:';
-
-                        return alt ? `![Image ${imgIdx}: ${alt}](${mappedUrl})` : `![Image ${imgIdx}](${mappedUrl})`;
-                    }
-
-                    return alt ? `![Image ${imgIdx}: ${alt}](${src})` : `![Image ${imgIdx}](${src})`;
-                }
-            });
-
-            if (toBeTurnedToMd) {
-                try {
-                    contentText = this.jsdomControl.runTurndown(turnDownService, toBeTurnedToMd).trim();
-                } catch (err) {
-                    this.logger.warn(`Turndown failed to run, retrying without plugins`, { err });
-                    const vanillaTurnDownService = this.getTurndown({ url: snapshot.rebase || nominalUrl, imgDataUrlToObjectUrl });
-                    try {
-                        contentText = this.jsdomControl.runTurndown(vanillaTurnDownService, toBeTurnedToMd).trim();
-                    } catch (err2) {
-                        this.logger.warn(`Turndown failed to run, giving up`, { err: err2 });
-                    }
-                }
-            }
-
-            if (
-                !contentText || (contentText.startsWith('<') && contentText.endsWith('>'))
-                && toBeTurnedToMd !== jsDomElementOfHTML
-            ) {
-                try {
-                    contentText = this.jsdomControl.runTurndown(turnDownService, snapshot.html);
-                } catch (err) {
-                    this.logger.warn(`Turndown failed to run, retrying without plugins`, { err });
-                    const vanillaTurnDownService = this.getTurndown({ url: snapshot.rebase || nominalUrl, imgDataUrlToObjectUrl });
-                    try {
-                        contentText = this.jsdomControl.runTurndown(vanillaTurnDownService, snapshot.html);
-                    } catch (err2) {
-                        this.logger.warn(`Turndown failed to run, giving up`, { err: err2 });
-                    }
-                }
-            }
-            if (!contentText || (contentText.startsWith('<') || contentText.endsWith('>'))) {
-                contentText = snapshot.text;
-            }
-        } while (false);
-
-        const cleanText = (contentText || '').trim();
-
-        const formatted: FormattedPage = {
-            title: (snapshot.parsed?.title || snapshot.title || '').trim(),
-            url: nominalUrl?.toString() || snapshot.href?.trim(),
-            content: cleanText,
-            publishedTime: snapshot.parsed?.publishedTime || undefined,
-
-            toString() {
-                if (mode === 'markdown') {
-                    return this.content as string;
-                }
-
-                const mixins = [];
-                if (this.publishedTime) {
-                    mixins.push(`Published Time: ${this.publishedTime}`);
-                }
-                const suffixMixins = [];
-                if (this.images) {
-                    const imageSummaryChunks = ['Images:'];
-                    for (const [k, v] of Object.entries(this.images)) {
-                        imageSummaryChunks.push(`- ![${k}](${v})`);
-                    }
-                    if (imageSummaryChunks.length === 1) {
-                        imageSummaryChunks.push('This page does not seem to contain any images.');
-                    }
-                    suffixMixins.push(imageSummaryChunks.join('\n'));
-                }
-                if (this.links) {
-                    const linkSummaryChunks = ['Links/Buttons:'];
-                    for (const [k, v] of Object.entries(this.links)) {
-                        linkSummaryChunks.push(`- [${k}](${v})`);
-                    }
-                    if (linkSummaryChunks.length === 1) {
-                        linkSummaryChunks.push('This page does not seem to contain any buttons/links.');
-                    }
-                    suffixMixins.push(linkSummaryChunks.join('\n'));
-                }
-
-                return `Title: ${this.title}
-
-URL Source: ${this.url}
-${mixins.length ? `\n${mixins.join('\n\n')}\n` : ''}
-Markdown Content:
-${this.content}
-${suffixMixins.length ? `\n${suffixMixins.join('\n\n')}\n` : ''}`;
-            }
-        };
-
-        if (this.threadLocal.get('withImagesSummary')) {
-            formatted.images =
-                _(imageSummary)
-                    .toPairs()
-                    .map(
-                        ([url, alt], i) => {
-                            return [`Image ${(imageIdxTrack?.get(url) || [i + 1]).join(',')}${alt ? `: ${alt}` : ''}`, url];
-                        }
-                    ).fromPairs()
-                    .value();
-        }
-        if (this.threadLocal.get('withLinksSummary')) {
-            formatted.links = _.invert(this.jsdomControl.inferSnapshot(snapshot).links || {});
-        }
-
-        return formatted as FormattedPage;
-    }
-
     @CloudHTTPv2({
         name: 'crawl2',
         runtime: {
@@ -604,7 +130,7 @@ ${suffixMixins.length ? `\n${suffixMixins.join('\n\n')}\n` : ''}`;
     })
     @CloudHTTPv2({
         runtime: {
-            memory: '4GiB',
+            memory: '8GiB',
             cpu: 4,
             timeoutSeconds: 300,
             concurrency: 22,
@@ -723,7 +249,7 @@ ${suffixMixins.length ? `\n${suffixMixins.join('\n\n')}\n` : ''}`;
                         continue;
                     }
 
-                    const formatted = await this.formatSnapshot(crawlerOptions.respondWith, scrapped, targetUrl);
+                    const formatted = await this.snapshotFormatter.formatSnapshot(crawlerOptions.respondWith, scrapped, targetUrl, this.urlValidMs);
                     chargeAmount = this.assignChargeAmount(formatted);
                     sseStream.write({
                         event: 'data',
@@ -754,7 +280,7 @@ ${suffixMixins.length ? `\n${suffixMixins.join('\n\n')}\n` : ''}`;
                     continue;
                 }
 
-                const formatted = await this.formatSnapshot(crawlerOptions.respondWith, scrapped, targetUrl);
+                const formatted = await this.snapshotFormatter.formatSnapshot(crawlerOptions.respondWith, scrapped, targetUrl, this.urlValidMs);
                 chargeAmount = this.assignChargeAmount(formatted);
 
                 if (crawlerOptions.timeout === undefined) {
@@ -770,7 +296,7 @@ ${suffixMixins.length ? `\n${suffixMixins.join('\n\n')}\n` : ''}`;
                 throw new AssertionFailureError(`No content available for URL ${targetUrl}`);
             }
 
-            const formatted = await this.formatSnapshot(crawlerOptions.respondWith, lastScrapped, targetUrl);
+            const formatted = await this.snapshotFormatter.formatSnapshot(crawlerOptions.respondWith, lastScrapped, targetUrl, this.urlValidMs);
             chargeAmount = this.assignChargeAmount(formatted);
 
             return formatted;
@@ -782,24 +308,24 @@ ${suffixMixins.length ? `\n${suffixMixins.join('\n\n')}\n` : ''}`;
                 continue;
             }
 
-            const formatted = await this.formatSnapshot(crawlerOptions.respondWith, scrapped, targetUrl);
+            const formatted = await this.snapshotFormatter.formatSnapshot(crawlerOptions.respondWith, scrapped, targetUrl, this.urlValidMs);
             chargeAmount = this.assignChargeAmount(formatted);
 
             if (crawlerOptions.timeout === undefined) {
                 if (crawlerOptions.respondWith === 'screenshot' && Reflect.get(formatted, 'screenshotUrl')) {
 
-                    return assignTransferProtocolMeta(`${formatted}`,
+                    return assignTransferProtocolMeta(`${formatted.textRepresentation}`,
                         { code: 302, envelope: null, headers: { Location: Reflect.get(formatted, 'screenshotUrl') } }
                     );
                 }
                 if (crawlerOptions.respondWith === 'pageshot' && Reflect.get(formatted, 'pageshotUrl')) {
 
-                    return assignTransferProtocolMeta(`${formatted}`,
+                    return assignTransferProtocolMeta(`${formatted.textRepresentation}`,
                         { code: 302, envelope: null, headers: { Location: Reflect.get(formatted, 'pageshotUrl') } }
                     );
                 }
 
-                return assignTransferProtocolMeta(`${formatted}`, { contentType: 'text/plain', envelope: null });
+                return assignTransferProtocolMeta(`${formatted.textRepresentation}`, { contentType: 'text/plain', envelope: null });
             }
         }
 
@@ -807,22 +333,22 @@ ${suffixMixins.length ? `\n${suffixMixins.join('\n\n')}\n` : ''}`;
             throw new AssertionFailureError(`No content available for URL ${targetUrl}`);
         }
 
-        const formatted = await this.formatSnapshot(crawlerOptions.respondWith, lastScrapped, targetUrl);
+        const formatted = await this.snapshotFormatter.formatSnapshot(crawlerOptions.respondWith, lastScrapped, targetUrl, this.urlValidMs);
         chargeAmount = this.assignChargeAmount(formatted);
         if (crawlerOptions.respondWith === 'screenshot' && Reflect.get(formatted, 'screenshotUrl')) {
 
-            return assignTransferProtocolMeta(`${formatted}`,
+            return assignTransferProtocolMeta(`${formatted.textRepresentation}`,
                 { code: 302, envelope: null, headers: { Location: Reflect.get(formatted, 'screenshotUrl') } }
             );
         }
         if (crawlerOptions.respondWith === 'pageshot' && Reflect.get(formatted, 'pageshotUrl')) {
 
-            return assignTransferProtocolMeta(`${formatted}`,
+            return assignTransferProtocolMeta(`${formatted.textRepresentation}`,
                 { code: 302, envelope: null, headers: { Location: Reflect.get(formatted, 'pageshotUrl') } }
             );
         }
 
-        return assignTransferProtocolMeta(`${formatted}`, { contentType: 'text/plain', envelope: null });
+        return assignTransferProtocolMeta(`${formatted.textRepresentation}`, { contentType: 'text/plain', envelope: null });
     }
 
     async getTargetUrl(originPath: string, crawlerOptions: CrawlerOptions) {
@@ -1181,7 +707,7 @@ ${suffixMixins.length ? `\n${suffixMixins.join('\n\n')}\n` : ''}`;
 
         } catch (err) {
             if (lastSnapshot) {
-                return this.formatSnapshot(mode, lastSnapshot, url);
+                return this.snapshotFormatter.formatSnapshot(mode, lastSnapshot, url, this.urlValidMs);
             }
 
             throw err;
@@ -1191,6 +717,6 @@ ${suffixMixins.length ? `\n${suffixMixins.join('\n\n')}\n` : ''}`;
             throw new AssertionFailureError(`No content available`);
         }
 
-        return this.formatSnapshot(mode, lastSnapshot, url);
+        return this.snapshotFormatter.formatSnapshot(mode, lastSnapshot, url, this.urlValidMs);
     }
 }
diff --git a/backend/functions/src/cloud-functions/data-crunching.ts b/backend/functions/src/cloud-functions/data-crunching.ts
index c71ff9f..ebd41a5 100644
--- a/backend/functions/src/cloud-functions/data-crunching.ts
+++ b/backend/functions/src/cloud-functions/data-crunching.ts
@@ -18,6 +18,7 @@ import { appendFile } from 'fs/promises';
 import { createGzip } from 'zlib';
 import { getFunctions } from 'firebase-admin/functions';
 import { GoogleAuth } from 'google-auth-library';
+import { SnapshotFormatter } from '../services/snapshot-formatter';
 
 dayjs.extend(require('dayjs/plugin/utc'));
 
@@ -57,6 +58,7 @@ export class DataCrunchingHost extends RPCHost {
         protected globalLogger: Logger,
 
         protected crawler: CrawlerHost,
+        protected snapshotFormatter: SnapshotFormatter,
         protected tempFileManager: TempFileManager,
         protected firebaseObjectStorage: FirebaseStorageBucketControl,
     ) {
@@ -265,9 +267,9 @@ export class DataCrunchingHost extends RPCHost {
                     try {
                         const snapshot = JSON.parse(snapshotTxt.toString('utf-8'));
 
-                        let formatted = await this.crawler.formatSnapshot('default', snapshot);
+                        let formatted = await this.snapshotFormatter.formatSnapshot('default', snapshot);
                         if (!formatted.content) {
-                            formatted = await this.crawler.formatSnapshot('markdown', snapshot);
+                            formatted = await this.snapshotFormatter.formatSnapshot('markdown', snapshot);
                         }
 
                         await nextDrainDeferred.promise;
diff --git a/backend/functions/src/cloud-functions/searcher.ts b/backend/functions/src/cloud-functions/searcher.ts
index 11e5afe..0af9ef3 100644
--- a/backend/functions/src/cloud-functions/searcher.ts
+++ b/backend/functions/src/cloud-functions/searcher.ts
@@ -11,11 +11,12 @@ import _ from 'lodash';
 import { Request, Response } from 'express';
 import { JinaEmbeddingsAuthDTO } from '../shared/dto/jina-embeddings-auth';
 import { BraveSearchExplicitOperatorsDto, BraveSearchService } from '../services/brave-search';
-import { CrawlerHost, ExtraScrappingOptions, FormattedPage } from './crawler';
+import { CrawlerHost, ExtraScrappingOptions } from './crawler';
 import { WebSearchQueryParams } from '../shared/3rd-party/brave-search';
 import { SearchResult } from '../db/searched';
 import { WebSearchApiResponse, SearchResult as WebSearchResult } from '../shared/3rd-party/brave-types';
 import { CrawlerOptions } from '../dto/scrapping-options';
+import { SnapshotFormatter, FormattedPage } from '../services/snapshot-formatter';
 
 
 @singleton()
@@ -36,6 +37,7 @@ export class SearcherHost extends RPCHost {
         protected threadLocal: AsyncContext,
         protected braveSearchService: BraveSearchService,
         protected crawler: CrawlerHost,
+        protected snapshotFormatter: SnapshotFormatter,
     ) {
         super(...arguments);
     }
@@ -324,7 +326,7 @@ export class SearcherHost extends RPCHost {
                 if (snapshotMap.has(x)) {
                     return snapshotMap.get(x);
                 }
-                return this.crawler.formatSnapshot(mode, x, urls[i]).then((r) => {
+                return this.snapshotFormatter.formatSnapshot(mode, x, urls[i]).then((r) => {
                     r.title ??= upstreamSearchResult.title;
                     r.description = upstreamSearchResult.description;
                     snapshotMap.set(x, r);
diff --git a/backend/functions/src/services/jsdom.ts b/backend/functions/src/services/jsdom.ts
index 84adcaf..176f7dc 100644
--- a/backend/functions/src/services/jsdom.ts
+++ b/backend/functions/src/services/jsdom.ts
@@ -2,18 +2,19 @@ import { container, singleton } from 'tsyringe';
 import { AsyncService, marshalErrorLike } from 'civkit';
 import { Logger } from '../shared/services/logger';
 import { ExtendedSnapshot, PageSnapshot } from './puppeteer';
-import { JSDOM, VirtualConsole } from 'jsdom';
 import { Readability } from '@mozilla/readability';
 import TurndownService from 'turndown';
+import { Threaded } from '../shared/services/threaded';
 
-const virtualConsole = new VirtualConsole();
-virtualConsole.on('error', () => void 0);
+const pLinkedom = import('linkedom');
 
 @singleton()
 export class JSDomControl extends AsyncService {
 
     logger = this.globalLogger.child({ service: this.constructor.name });
 
+    linkedom!: Awaited<typeof pLinkedom>;
+
     constructor(
         protected globalLogger: Logger,
     ) {
@@ -22,22 +23,34 @@ export class JSDomControl extends AsyncService {
 
     override async init() {
         await this.dependencyReady();
+        this.linkedom = await pLinkedom;
         this.emit('ready');
     }
 
-    narrowSnapshot(snapshot: PageSnapshot | undefined, options?: {
+    async narrowSnapshot(snapshot: PageSnapshot | undefined, options?: {
         targetSelector?: string | string[];
         removeSelector?: string | string[];
         withIframe?: boolean;
-    }): PageSnapshot | undefined {
+    }) {
         if (snapshot?.parsed && !options?.targetSelector && !options?.removeSelector && !options?.withIframe) {
             return snapshot;
         }
         if (!snapshot?.html) {
             return snapshot;
         }
+
+        return this.actualNarrowSnapshot(snapshot, options);
+    }
+
+    @Threaded()
+    async actualNarrowSnapshot(snapshot: PageSnapshot, options?: {
+        targetSelector?: string | string[];
+        removeSelector?: string | string[];
+        withIframe?: boolean;
+    }): Promise<PageSnapshot | undefined> {
+
         const t0 = Date.now();
-        const jsdom = new JSDOM(snapshot.html, { url: snapshot.href, virtualConsole });
+        const jsdom = this.linkedom.parseHTML(snapshot.html);
         const allNodes: Node[] = [];
         jsdom.window.document.querySelectorAll('svg').forEach((x) => x.innerHTML = '');
         if (options?.withIframe) {
@@ -90,16 +103,16 @@ export class JSDomControl extends AsyncService {
         let rootDoc: Document;
         if (allNodes.length === 1 && allNodes[0].nodeName === '#document') {
             rootDoc = allNodes[0] as any;
-            if (rootDoc.body.textContent) {
-                textChunks.push(rootDoc.body.textContent);
+            if (rootDoc.body.innerText) {
+                textChunks.push(rootDoc.body.innerText);
             }
         } else {
-            rootDoc = new JSDOM('', { url: snapshot.href, virtualConsole }).window.document;
+            rootDoc = this.linkedom.parseHTML('<html><body></body></html>').window.document;
             for (const n of allNodes) {
                 rootDoc.body.appendChild(n);
                 rootDoc.body.appendChild(rootDoc.createTextNode('\n\n'));
-                if (n.textContent) {
-                    textChunks.push(n.textContent);
+                if ((n as HTMLElement).innerText) {
+                    textChunks.push((n as HTMLElement).innerText);
                 }
             }
         }
@@ -111,11 +124,6 @@ export class JSDomControl extends AsyncService {
             this.logger.warn(`Failed to parse selected element`, { err: marshalErrorLike(err) });
         }
 
-        // No innerText in jsdom
-        // https://github.com/jsdom/jsdom/issues/1245
-        const textContent = textChunks.join('\n\n');
-        const cleanedText = textContent?.split('\n').map((x: any) => x.trimEnd()).join('\n').replace(/\n{3,}/g, '\n\n');
-
         const imageTags = Array.from(rootDoc.querySelectorAll('img[src],img[data-src]'))
             .map((x: any) => [x.getAttribute('src'), x.getAttribute('data-src')])
             .flat()
@@ -135,7 +143,7 @@ export class JSDomControl extends AsyncService {
             title: snapshot.title || jsdom.window.document.title,
             parsed,
             html: rootDoc.documentElement.outerHTML,
-            text: cleanedText,
+            text: textChunks.join('\n'),
             imgs: snapshot.imgs?.filter((x) => imageSet.has(x.src)) || [],
         } as PageSnapshot;
 
@@ -147,11 +155,13 @@ export class JSDomControl extends AsyncService {
         return r;
     }
 
+    @Threaded()
     inferSnapshot(snapshot: PageSnapshot): ExtendedSnapshot {
         const t0 = Date.now();
         const extendedSnapshot = { ...snapshot } as ExtendedSnapshot;
         try {
-            const jsdom = new JSDOM(snapshot.html, { url: snapshot.href, virtualConsole });
+            const jsdom = this.linkedom.parseHTML(snapshot.html);
+
             jsdom.window.document.querySelectorAll('svg').forEach((x) => x.innerHTML = '');
             const links = Array.from(jsdom.window.document.querySelectorAll('a[href]'))
                 .map((x: any) => [x.getAttribute('href'), x.textContent.replace(/\s+/g, ' ').trim()])
@@ -207,9 +217,8 @@ export class JSDomControl extends AsyncService {
 
         return extendedSnapshot;
     }
-
     snippetToElement(snippet?: string, url?: string) {
-        const parsed = new JSDOM(snippet || '', { url, virtualConsole });
+        const parsed = this.linkedom.parseHTML(snippet || '<html><body></body></html>');
 
         return parsed.window.document.documentElement;
     }
diff --git a/backend/functions/src/services/puppeteer.ts b/backend/functions/src/services/puppeteer.ts
index 75229c1..c4598c3 100644
--- a/backend/functions/src/services/puppeteer.ts
+++ b/backend/functions/src/services/puppeteer.ts
@@ -1,7 +1,7 @@
 import os from 'os';
 import fs from 'fs';
 import { container, singleton } from 'tsyringe';
-import { AsyncService, Defer, marshalErrorLike, AssertionFailureError, delay, maxConcurrency, Deferred, perNextTick } from 'civkit';
+import { AsyncService, Defer, marshalErrorLike, AssertionFailureError, delay, Deferred, perNextTick } from 'civkit';
 import { Logger } from '../shared/services/logger';
 
 import type { Browser, CookieParam, GoToOptions, Page } from 'puppeteer';
@@ -207,7 +207,6 @@ export class PuppeteerControl extends AsyncService {
     browser!: Browser;
     logger = this.globalLogger.child({ service: this.constructor.name });
 
-    private __healthCheckInterval?: NodeJS.Timeout;
     private __reqCapInterval?: NodeJS.Timeout;
 
     __loadedPage: Page[] = [];
@@ -217,7 +216,7 @@ export class PuppeteerControl extends AsyncService {
     livePages = new Set<Page>();
     lastPageCratedAt: number = 0;
 
-    rpsCap: number = 300;
+    rpsCap: number = 500;
     lastReqSentAt: number = 0;
     requestDeferredQueue: Deferred<boolean>[] = [];
 
@@ -235,15 +234,7 @@ export class PuppeteerControl extends AsyncService {
         });
     }
 
-    briefPages() {
-        this.logger.info(`Status: ${this.livePages.size} pages alive: ${Array.from(this.livePages).map((x) => this.snMap.get(x)).sort().join(', ')}; ${this.__loadedPage.length} idle pages: ${this.__loadedPage.map((x) => this.snMap.get(x)).sort().join(', ')}`);
-    }
-
     override async init() {
-        if (this.__healthCheckInterval) {
-            clearInterval(this.__healthCheckInterval);
-            this.__healthCheckInterval = undefined;
-        }
         if (this.__reqCapInterval) {
             clearInterval(this.__reqCapInterval);
             this.__reqCapInterval = undefined;
@@ -276,40 +267,9 @@ export class PuppeteerControl extends AsyncService {
 
         this.emit('ready');
 
-        this.__healthCheckInterval = setInterval(() => this.healthCheck(), 30_000).unref();
         this.newPage().then((r) => this.__loadedPage.push(r));
     }
 
-    @maxConcurrency(1)
-    async healthCheck() {
-        if (Date.now() - this.lastPageCratedAt <= 10_000) {
-            this.briefPages();
-            return;
-        }
-        const healthyPage = await this.newPage().catch((err) => {
-            this.logger.warn(`Health check failed`, { err: marshalErrorLike(err) });
-            return null;
-        });
-
-        if (healthyPage) {
-            this.__loadedPage.push(healthyPage);
-
-            if (this.__loadedPage.length > 3) {
-                this.ditchPage(this.__loadedPage.shift()!);
-            }
-
-            this.briefPages();
-
-            return;
-        }
-
-        this.logger.warn(`Trying to clean up...`);
-        this.browser.process()?.kill('SIGKILL');
-        Reflect.deleteProperty(this, 'browser');
-        this.emit('crippled');
-        this.logger.warn(`Browser killed`);
-    }
-
     @perNextTick()
     reqCapRoutine() {
         const now = Date.now();
@@ -620,7 +580,7 @@ document.addEventListener('load', handlePageLoad);
                 try {
                     const pSubFrameSnapshots = this.snapshotChildFrames(page);
                     snapshot = await page.evaluate('giveSnapshot(true)') as PageSnapshot;
-                    screenshot = await page.screenshot();
+                    screenshot = Buffer.from(await page.screenshot());
                     if (snapshot) {
                         snapshot.childFrames = await pSubFrameSnapshots;
                     }
@@ -643,8 +603,8 @@ document.addEventListener('load', handlePageLoad);
                         if (salvaged) {
                             const pSubFrameSnapshots = this.snapshotChildFrames(page);
                             snapshot = await page.evaluate('giveSnapshot(true)') as PageSnapshot;
-                            screenshot = await page.screenshot();
-                            pageshot = await page.screenshot({ fullPage: true });
+                            screenshot = Buffer.from(await page.screenshot());
+                            pageshot = Buffer.from(await page.screenshot({ fullPage: true }));
                             if (snapshot) {
                                 snapshot.childFrames = await pSubFrameSnapshots;
                             }
@@ -678,8 +638,8 @@ document.addEventListener('load', handlePageLoad);
                     .then(async () => {
                         const pSubFrameSnapshots = this.snapshotChildFrames(page);
                         snapshot = await page.evaluate('giveSnapshot(true)') as PageSnapshot;
-                        screenshot = await page.screenshot();
-                        pageshot = await page.screenshot({ fullPage: true });
+                        screenshot = Buffer.from(await page.screenshot());
+                        pageshot = Buffer.from(await page.screenshot({ fullPage: true }));
                         if (snapshot) {
                             snapshot.childFrames = await pSubFrameSnapshots;
                         }
@@ -716,8 +676,8 @@ document.addEventListener('load', handlePageLoad);
                     break;
                 }
                 if (options?.favorScreenshot && snapshot?.title && snapshot?.html !== lastHTML) {
-                    screenshot = await page.screenshot();
-                    pageshot = await page.screenshot({ fullPage: true });
+                    screenshot = Buffer.from(await page.screenshot());
+                    pageshot = Buffer.from(await page.screenshot({ fullPage: true }));
                     lastHTML = snapshot.html;
                 }
                 if (snapshot || screenshot) {
diff --git a/backend/functions/src/services/snapshot-formatter.ts b/backend/functions/src/services/snapshot-formatter.ts
new file mode 100644
index 0000000..5ab129b
--- /dev/null
+++ b/backend/functions/src/services/snapshot-formatter.ts
@@ -0,0 +1,539 @@
+import { randomUUID } from 'crypto';
+import { container, singleton } from 'tsyringe';
+import { AsyncService, HashManager, marshalErrorLike } from 'civkit';
+import TurndownService from 'turndown';
+import { Logger } from '../shared/services/logger';
+import { PageSnapshot } from './puppeteer';
+import { FirebaseStorageBucketControl } from '../shared/services/firebase-storage-bucket';
+import { AsyncContext } from '../shared/services/async-context';
+import { Threaded } from '../shared/services/threaded';
+import { JSDomControl } from './jsdom';
+import { AltTextService } from './alt-text';
+import { PDFExtractor } from './pdf-extract';
+import { cleanAttribute } from '../utils/misc';
+import _ from 'lodash';
+
+
+export interface FormattedPage {
+    title?: string;
+    description?: string;
+    url?: string;
+    content?: string;
+    publishedTime?: string;
+    html?: string;
+    text?: string;
+    screenshotUrl?: string;
+    screenshot?: Buffer;
+    pageshotUrl?: string;
+    pageshot?: Buffer;
+    links?: { [k: string]: string; };
+    images?: { [k: string]: string; };
+    usage?: {
+        total_tokens?: number;
+        totalTokens?: number;
+        tokens?: number;
+    };
+
+    textRepresentation?: string;
+
+    [Symbol.dispose]: () => void;
+}
+
+export const md5Hasher = new HashManager('md5', 'hex');
+
+@singleton()
+export class SnapshotFormatter extends AsyncService {
+
+    logger = this.globalLogger.child({ service: this.constructor.name });
+
+    turnDownPlugins = [require('turndown-plugin-gfm').tables];
+
+    constructor(
+        protected globalLogger: Logger,
+        protected jsdomControl: JSDomControl,
+        protected altTextService: AltTextService,
+        protected pdfExtractor: PDFExtractor,
+        protected threadLocal: AsyncContext,
+        protected firebaseObjectStorage: FirebaseStorageBucketControl,
+    ) {
+        super(...arguments);
+    }
+
+    override async init() {
+        await this.dependencyReady();
+        this.emit('ready');
+    }
+
+
+    @Threaded()
+    async formatSnapshot(mode: string | 'markdown' | 'html' | 'text' | 'screenshot' | 'pageshot', snapshot: PageSnapshot & {
+        screenshotUrl?: string;
+        pageshotUrl?: string;
+    }, nominalUrl?: URL, urlValidMs = 3600 * 1000 * 4) {
+        const t0 = Date.now();
+        if (mode === 'screenshot') {
+            if (snapshot.screenshot && !snapshot.screenshotUrl) {
+                const fid = `instant-screenshots/${randomUUID()}`;
+                await this.firebaseObjectStorage.saveFile(fid, snapshot.screenshot, {
+                    metadata: {
+                        contentType: 'image/png',
+                    }
+                });
+                snapshot.screenshotUrl = await this.firebaseObjectStorage.signDownloadUrl(fid, Date.now() + urlValidMs);
+            }
+
+            const f = {
+                ...this.getGeneralSnapshotMixins(snapshot),
+                // html: snapshot.html,
+                screenshotUrl: snapshot.screenshotUrl,
+            };
+
+            Object.defineProperty(f, 'textRepresentation', { value: `${f.screenshotUrl}\n`, enumerable: false });
+
+            const dt = Date.now() - t0;
+            this.logger.info(`Formatting took ${dt}ms`, { mode, url: nominalUrl?.toString(), dt });
+
+            return f as FormattedPage;
+        }
+        if (mode === 'pageshot') {
+            if (snapshot.pageshot && !snapshot.pageshotUrl) {
+                const fid = `instant-screenshots/${randomUUID()}`;
+                await this.firebaseObjectStorage.saveFile(fid, snapshot.pageshot, {
+                    metadata: {
+                        contentType: 'image/png',
+                    }
+                });
+                snapshot.pageshotUrl = await this.firebaseObjectStorage.signDownloadUrl(fid, Date.now() + urlValidMs);
+            }
+
+            const f = {
+                ...this.getGeneralSnapshotMixins(snapshot),
+                html: snapshot.html,
+                pageshotUrl: snapshot.pageshotUrl,
+            } as FormattedPage;
+
+            Object.defineProperty(f, 'textRepresentation', { value: `${f.pageshotUrl}\n`, enumerable: false });
+
+            const dt = Date.now() - t0;
+            this.logger.info(`Formatting took ${dt}ms`, { mode, url: nominalUrl?.toString(), dt });
+
+            return f;
+        }
+        if (mode === 'html') {
+            const f = {
+                ...this.getGeneralSnapshotMixins(snapshot),
+                html: snapshot.html,
+            } as FormattedPage;
+
+            Object.defineProperty(f, 'textRepresentation', { value: snapshot.html, enumerable: false });
+
+            const dt = Date.now() - t0;
+            this.logger.info(`Formatting took ${dt}ms`, { mode, url: nominalUrl?.toString(), dt });
+
+            return f;
+        }
+
+        let pdfMode = false;
+        if (snapshot.pdfs?.length && !snapshot.title) {
+            const pdf = await this.pdfExtractor.cachedExtract(snapshot.pdfs[0],
+                this.threadLocal.get('cacheTolerance')
+            );
+            if (pdf) {
+                pdfMode = true;
+                snapshot.title = pdf.meta?.Title;
+                snapshot.text = pdf.text || snapshot.text;
+                snapshot.parsed = {
+                    content: pdf.content,
+                    textContent: pdf.content,
+                    length: pdf.content?.length,
+                    byline: pdf.meta?.Author,
+                    lang: pdf.meta?.Language || undefined,
+                    title: pdf.meta?.Title,
+                    publishedTime: this.pdfExtractor.parsePdfDate(pdf.meta?.ModDate || pdf.meta?.CreationDate)?.toISOString(),
+                };
+            }
+        }
+
+        if (mode === 'text') {
+            const f = {
+                ...this.getGeneralSnapshotMixins(snapshot),
+                text: snapshot.text,
+            } as FormattedPage;
+
+            Object.defineProperty(f, 'textRepresentation', { value: snapshot.text, enumerable: false });
+
+            const dt = Date.now() - t0;
+            this.logger.info(`Formatting took ${dt}ms`, { mode, url: nominalUrl?.toString(), dt });
+
+            return f;
+        }
+        const imgDataUrlToObjectUrl = !Boolean(this.threadLocal.get('keepImgDataUrl'));
+
+        let contentText = '';
+        const imageSummary = {} as { [k: string]: string; };
+        const imageIdxTrack = new Map<string, number[]>();
+        const uid = this.threadLocal.get('uid');
+        do {
+            if (pdfMode) {
+                contentText = snapshot.parsed?.content || snapshot.text;
+                break;
+            }
+
+            if (
+                snapshot.maxElemDepth! > 256 ||
+                (!uid && snapshot.elemCount! > 10_000) ||
+                snapshot.elemCount! > 70_000
+            ) {
+                this.logger.warn('Degrading to text to protect the server', { url: snapshot.href });
+                contentText = snapshot.text;
+                break;
+            }
+
+            const jsDomElementOfHTML = this.jsdomControl.snippetToElement(snapshot.html, snapshot.href);
+            let toBeTurnedToMd = jsDomElementOfHTML;
+            let turnDownService = this.getTurndown({ url: snapshot.rebase || nominalUrl, imgDataUrlToObjectUrl });
+            if (mode !== 'markdown' && snapshot.parsed?.content) {
+                const jsDomElementOfParsed = this.jsdomControl.snippetToElement(snapshot.parsed.content, snapshot.href);
+                const par1 = this.jsdomControl.runTurndown(turnDownService, jsDomElementOfHTML);
+                const par2 = snapshot.parsed.content ? this.jsdomControl.runTurndown(turnDownService, jsDomElementOfParsed) : '';
+
+                // If Readability did its job
+                if (par2.length >= 0.3 * par1.length) {
+                    turnDownService = this.getTurndown({ noRules: true, url: snapshot.rebase || nominalUrl, imgDataUrlToObjectUrl });
+                    if (snapshot.parsed.content) {
+                        toBeTurnedToMd = jsDomElementOfParsed;
+                    }
+                }
+            }
+
+            for (const plugin of this.turnDownPlugins) {
+                turnDownService = turnDownService.use(plugin);
+            }
+            const urlToAltMap: { [k: string]: string | undefined; } = {};
+            if (snapshot.imgs?.length && this.threadLocal.get('withGeneratedAlt')) {
+                const tasks = _.uniqBy((snapshot.imgs || []), 'src').map(async (x) => {
+                    const r = await this.altTextService.getAltText(x).catch((err: any) => {
+                        this.logger.warn(`Failed to get alt text for ${x.src}`, { err: marshalErrorLike(err) });
+                        return undefined;
+                    });
+                    if (r && x.src) {
+                        urlToAltMap[x.src.trim()] = r;
+                    }
+                });
+
+                await Promise.all(tasks);
+            }
+            let imgIdx = 0;
+            turnDownService.addRule('img-generated-alt', {
+                filter: 'img',
+                replacement: (_content, node: any) => {
+                    let linkPreferredSrc = (node.getAttribute('src') || '').trim();
+                    if (!linkPreferredSrc || linkPreferredSrc.startsWith('data:')) {
+                        const dataSrc = (node.getAttribute('data-src') || '').trim();
+                        if (dataSrc && !dataSrc.startsWith('data:')) {
+                            linkPreferredSrc = dataSrc;
+                        }
+                    }
+
+                    let src;
+                    try {
+                        src = new URL(linkPreferredSrc, snapshot.rebase || nominalUrl).toString();
+                    } catch (_err) {
+                        void 0;
+                    }
+                    const alt = cleanAttribute(node.getAttribute('alt'));
+                    if (!src) {
+                        return '';
+                    }
+                    const mapped = urlToAltMap[src];
+                    const imgSerial = ++imgIdx;
+                    const idxArr = imageIdxTrack.has(src) ? imageIdxTrack.get(src)! : [];
+                    idxArr.push(imgSerial);
+                    imageIdxTrack.set(src, idxArr);
+
+                    if (mapped) {
+                        imageSummary[src] = mapped || alt;
+
+                        if (src?.startsWith('data:') && imgDataUrlToObjectUrl) {
+                            const mappedUrl = new URL(`blob:${nominalUrl?.origin || ''}/${md5Hasher.hash(src)}`);
+                            mappedUrl.protocol = 'blob:';
+
+                            return `![Image ${imgIdx}: ${mapped || alt}](${mappedUrl})`;
+                        }
+
+                        return `![Image ${imgIdx}: ${mapped || alt}](${src})`;
+                    }
+
+                    imageSummary[src] = alt || '';
+
+                    if (src?.startsWith('data:') && imgDataUrlToObjectUrl) {
+                        const mappedUrl = new URL(`blob:${nominalUrl?.origin || ''}/${md5Hasher.hash(src)}`);
+                        mappedUrl.protocol = 'blob:';
+
+                        return alt ? `![Image ${imgIdx}: ${alt}](${mappedUrl})` : `![Image ${imgIdx}](${mappedUrl})`;
+                    }
+
+                    return alt ? `![Image ${imgIdx}: ${alt}](${src})` : `![Image ${imgIdx}](${src})`;
+                }
+            });
+
+            if (toBeTurnedToMd) {
+                try {
+                    contentText = this.jsdomControl.runTurndown(turnDownService, toBeTurnedToMd).trim();
+                } catch (err) {
+                    this.logger.warn(`Turndown failed to run, retrying without plugins`, { err });
+                    const vanillaTurnDownService = this.getTurndown({ url: snapshot.rebase || nominalUrl, imgDataUrlToObjectUrl });
+                    try {
+                        contentText = this.jsdomControl.runTurndown(vanillaTurnDownService, toBeTurnedToMd).trim();
+                    } catch (err2) {
+                        this.logger.warn(`Turndown failed to run, giving up`, { err: err2 });
+                    }
+                }
+            }
+
+            if (
+                !contentText || (contentText.startsWith('<') && contentText.endsWith('>'))
+                && toBeTurnedToMd !== jsDomElementOfHTML
+            ) {
+                try {
+                    contentText = this.jsdomControl.runTurndown(turnDownService, snapshot.html);
+                } catch (err) {
+                    this.logger.warn(`Turndown failed to run, retrying without plugins`, { err });
+                    const vanillaTurnDownService = this.getTurndown({ url: snapshot.rebase || nominalUrl, imgDataUrlToObjectUrl });
+                    try {
+                        contentText = this.jsdomControl.runTurndown(vanillaTurnDownService, snapshot.html);
+                    } catch (err2) {
+                        this.logger.warn(`Turndown failed to run, giving up`, { err: err2 });
+                    }
+                }
+            }
+            if (!contentText || (contentText.startsWith('<') || contentText.endsWith('>'))) {
+                contentText = snapshot.text;
+            }
+        } while (false);
+
+        const cleanText = (contentText || '').trim();
+
+        const formatted: FormattedPage = {
+            title: (snapshot.parsed?.title || snapshot.title || '').trim(),
+            url: nominalUrl?.toString() || snapshot.href?.trim(),
+            content: cleanText,
+            publishedTime: snapshot.parsed?.publishedTime || undefined,
+            [Symbol.dispose]: () => { },
+        };
+
+        if (this.threadLocal.get('withImagesSummary')) {
+            formatted.images =
+                _(imageSummary)
+                    .toPairs()
+                    .map(
+                        ([url, alt], i) => {
+                            return [`Image ${(imageIdxTrack?.get(url) || [i + 1]).join(',')}${alt ? `: ${alt}` : ''}`, url];
+                        }
+                    ).fromPairs()
+                    .value();
+        }
+        if (this.threadLocal.get('withLinksSummary')) {
+            formatted.links = _.invert(this.jsdomControl.inferSnapshot(snapshot).links || {});
+        }
+
+        const textRepresentation = (function (this: typeof formatted) {
+            if (mode === 'markdown') {
+                return this.content as string;
+            }
+
+            const mixins = [];
+            if (this.publishedTime) {
+                mixins.push(`Published Time: ${this.publishedTime}`);
+            }
+            const suffixMixins = [];
+            if (this.images) {
+                const imageSummaryChunks = ['Images:'];
+                for (const [k, v] of Object.entries(this.images)) {
+                    imageSummaryChunks.push(`- ![${k}](${v})`);
+                }
+                if (imageSummaryChunks.length === 1) {
+                    imageSummaryChunks.push('This page does not seem to contain any images.');
+                }
+                suffixMixins.push(imageSummaryChunks.join('\n'));
+            }
+            if (this.links) {
+                const linkSummaryChunks = ['Links/Buttons:'];
+                for (const [k, v] of Object.entries(this.links)) {
+                    linkSummaryChunks.push(`- [${k}](${v})`);
+                }
+                if (linkSummaryChunks.length === 1) {
+                    linkSummaryChunks.push('This page does not seem to contain any buttons/links.');
+                }
+                suffixMixins.push(linkSummaryChunks.join('\n'));
+            }
+
+            return `Title: ${this.title}
+
+URL Source: ${this.url}
+${mixins.length ? `\n${mixins.join('\n\n')}\n` : ''}
+Markdown Content:
+${this.content}
+${suffixMixins.length ? `\n${suffixMixins.join('\n\n')}\n` : ''}`;
+        }).call(formatted);
+
+        Object.defineProperty(formatted, 'textRepresentation', { value: textRepresentation, enumerable: false });
+
+        const dt = Date.now() - t0;
+        this.logger.info(`Formatting took ${dt}ms`, { mode, url: nominalUrl?.toString(), dt });
+
+        return formatted as FormattedPage;
+    }
+
+    getGeneralSnapshotMixins(snapshot: PageSnapshot) {
+        let inferred;
+        const mixin: any = {};
+        if (this.threadLocal.get('withImagesSummary')) {
+            inferred ??= this.jsdomControl.inferSnapshot(snapshot);
+            const imageSummary = {} as { [k: string]: string; };
+            const imageIdxTrack = new Map<string, number[]>();
+
+            let imgIdx = 0;
+
+            for (const img of inferred.imgs) {
+                const imgSerial = ++imgIdx;
+                const idxArr = imageIdxTrack.has(img.src) ? imageIdxTrack.get(img.src)! : [];
+                idxArr.push(imgSerial);
+                imageIdxTrack.set(img.src, idxArr);
+                imageSummary[img.src] = img.alt || '';
+            }
+
+            mixin.images =
+                _(imageSummary)
+                    .toPairs()
+                    .map(
+                        ([url, alt], i) => {
+                            return [`Image ${(imageIdxTrack?.get(url) || [i + 1]).join(',')}${alt ? `: ${alt}` : ''}`, url];
+                        }
+                    ).fromPairs()
+                    .value();
+        }
+        if (this.threadLocal.get('withLinksSummary')) {
+            inferred ??= this.jsdomControl.inferSnapshot(snapshot);
+            mixin.links = _.invert(inferred.links || {});
+        }
+
+        return mixin;
+    }
+
+    getTurndown(options?: {
+        noRules?: boolean | string,
+        url?: string | URL;
+        imgDataUrlToObjectUrl?: boolean;
+    }) {
+        const turnDownService = new TurndownService({
+            codeBlockStyle: 'fenced',
+            preformattedCode: true,
+        } as any);
+        if (!options?.noRules) {
+            turnDownService.addRule('remove-irrelevant', {
+                filter: ['meta', 'style', 'script', 'noscript', 'link', 'textarea', 'select'],
+                replacement: () => ''
+            });
+            turnDownService.addRule('truncate-svg', {
+                filter: 'svg' as any,
+                replacement: () => ''
+            });
+            turnDownService.addRule('title-as-h1', {
+                filter: ['title'],
+                replacement: (innerText) => `${innerText}\n===============\n`
+            });
+        }
+
+        if (options?.imgDataUrlToObjectUrl) {
+            turnDownService.addRule('data-url-to-pseudo-object-url', {
+                filter: (node) => Boolean(node.tagName === 'IMG' && node.getAttribute('src')?.startsWith('data:')),
+                replacement: (_content, node: any) => {
+                    const src = (node.getAttribute('src') || '').trim();
+                    const alt = cleanAttribute(node.getAttribute('alt')) || '';
+
+                    if (options.url) {
+                        const refUrl = new URL(options.url);
+                        const mappedUrl = new URL(`blob:${refUrl.origin}/${md5Hasher.hash(src)}`);
+
+                        return `![${alt}](${mappedUrl})`;
+                    }
+
+                    return `![${alt}](blob:${md5Hasher.hash(src)})`;
+                }
+            });
+        }
+
+        turnDownService.addRule('improved-paragraph', {
+            filter: 'p',
+            replacement: (innerText) => {
+                const trimmed = innerText.trim();
+                if (!trimmed) {
+                    return '';
+                }
+
+                return `${trimmed.replace(/\n{3,}/g, '\n\n')}\n\n`;
+            }
+        });
+        turnDownService.addRule('improved-inline-link', {
+            filter: function (node, options) {
+                return Boolean(
+                    options.linkStyle === 'inlined' &&
+                    node.nodeName === 'A' &&
+                    node.getAttribute('href')
+                );
+            },
+
+            replacement: function (content, node: any) {
+                let href = node.getAttribute('href');
+                if (href) href = href.replace(/([()])/g, '\\$1');
+                let title = cleanAttribute(node.getAttribute('title'));
+                if (title) title = ' "' + title.replace(/"/g, '\\"') + '"';
+
+                const fixedContent = content.replace(/\s+/g, ' ').trim();
+                let fixedHref = href.replace(/\s+/g, '').trim();
+                if (options?.url) {
+                    try {
+                        fixedHref = new URL(fixedHref, options.url).toString();
+                    } catch (_err) {
+                        void 0;
+                    }
+                }
+
+                return `[${fixedContent}](${fixedHref}${title || ''})`;
+            }
+        });
+        turnDownService.addRule('improved-code', {
+            filter: function (node: any) {
+                let hasSiblings = node.previousSibling || node.nextSibling;
+                let isCodeBlock = node.parentNode.nodeName === 'PRE' && !hasSiblings;
+
+                return node.nodeName === 'CODE' && !isCodeBlock;
+            },
+
+            replacement: function (inputContent: any) {
+                if (!inputContent) return '';
+                let content = inputContent;
+
+                let delimiter = '`';
+                let matches = content.match(/`+/gm) || [];
+                while (matches.indexOf(delimiter) !== -1) delimiter = delimiter + '`';
+                if (content.includes('\n')) {
+                    delimiter = '```';
+                }
+
+                let extraSpace = delimiter === '```' ? '\n' : /^`|^ .*?[^ ].* $|`$/.test(content) ? ' ' : '';
+
+                return delimiter + extraSpace + content + (delimiter === '```' && !content.endsWith(extraSpace) ? extraSpace : '') + delimiter;
+            }
+        });
+
+        return turnDownService;
+    }
+
+
+}
+
+const snapshotFormatter = container.resolve(SnapshotFormatter);
+
+export default snapshotFormatter;