diff --git a/apps/converter/htmlToMarkdown.js b/apps/converter/htmlToMarkdown.js
index 9b920de46..df9e45cb7 100644
--- a/apps/converter/htmlToMarkdown.js
+++ b/apps/converter/htmlToMarkdown.js
@@ -1,3 +1,4 @@
+import { extract } from '@extractus/article-extractor'
 import crypto from 'crypto';
 import fs from 'fs-extra';
 import imageType from 'image-type';
@@ -14,6 +15,18 @@ const __dirname = isLagoon
   ? '/app/web/sites/default/files/converted'
   : path.dirname(__filename);
 
+
+async function extractMainContentFromUrl(url) {
+      try {
+        const mainContent = await extract(url);
+        console.log("🚀 ~ extractMainContentFromUrl ~ mainContent:", mainContent)
+        return mainContent ? mainContent.content : '';
+      } catch (err) {
+        console.error(err)
+      }
+      return '';
+  }
+
 async function extractMainContent(htmlString) {
   const bodyRegex = /<body[^>]*>([\s\S]*?)<\/body>/i;
   const match = htmlString.match(bodyRegex);
@@ -69,6 +82,7 @@ export async function htmlToMarkdown(url) {
   }
 
   // Fetch HTML content
+  /*
   const response = await fetch(url);
   if (!response.ok) {
     throw new Error(`Failed to fetch page: ${response.statusText}`);
@@ -76,6 +90,8 @@ export async function htmlToMarkdown(url) {
   const fullHtml = await response.text();
 
   const html = await extractMainContent(fullHtml);
+  */
+  const html = await extractMainContentFromUrl(url);
   // Generate folder name based on HTML content
   const folderName = generateFolderName(html);
   const outputDir = path.join(__dirname, folderName);
diff --git a/apps/converter/index.js b/apps/converter/index.js
index 43d17a1bf..318b478c6 100644
--- a/apps/converter/index.js
+++ b/apps/converter/index.js
@@ -239,13 +239,12 @@ app.get('/html-convert', async (req, res) => {
       element.htmlValue = html;
     });
 
-
     const enhanced = await enhanceMdastNodesRecursive(mdast, outputDir);
+    const flatten = await flattenMdastNodesRecursive(enhanced);
 
     // Return the processed content along with conversion info
     res.json({
-      //content: mdast.children,
-      content: enhanced.children,
+      content: flatten.children,
       outputDirectory: outputDir,
       warnings: warnings,
     });
diff --git a/apps/converter/package.json b/apps/converter/package.json
index 681fe488f..7220d6e3f 100644
--- a/apps/converter/package.json
+++ b/apps/converter/package.json
@@ -12,6 +12,7 @@
     "dev": "node --watch index.js"
   },
   "dependencies": {
+    "@extractus/article-extractor": "^8.0.16",
     "@textlint/markdown-to-ast": "^14.3.0",
     "express": "^4.21.1",
     "fs-extra": "^11.2.0",
diff --git a/packages/drupal/silverback_ai/modules/silverback_ai_import/silverback_ai_import.module b/packages/drupal/silverback_ai/modules/silverback_ai_import/silverback_ai_import.module
index a32eaec0d..35e798d70 100644
--- a/packages/drupal/silverback_ai/modules/silverback_ai_import/silverback_ai_import.module
+++ b/packages/drupal/silverback_ai/modules/silverback_ai_import/silverback_ai_import.module
@@ -136,13 +136,15 @@ function _silverback_ai_import_form_submit(array $form, FormStateInterface $form
     $file = \Drupal::entityTypeManager()->getStorage('file')->load($fid);
     $ast = $service->getAstFromFilePath($file);
     $content->create($ast->content, $entity);
-    $flatten = $service->flattenAst($ast->content);
-    $content->create($flatten, $entity);
+
+    // $flatten = $service->flattenAst($ast->content);
+    // $content->create($flatten, $entity);
   }
   elseif (!empty($url_value) && $type == 'url') {
     $ast = $service->getAstFromUrl($url_value);
     $content->create($ast->content, $entity);
-    $flatten = $service->flattenAst($ast->content);
-    $content->create($flatten, $entity);
+
+    // $flatten = $service->flattenAst($ast->content);
+    // $content->create($flatten, $entity);
   }
 }
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 5e2f90f48..14a4b83d1 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -61,6 +61,9 @@ importers:
 
   apps/converter:
     dependencies:
+      '@extractus/article-extractor':
+        specifier: ^8.0.16
+        version: 8.0.16
       '@textlint/markdown-to-ast':
         specifier: ^14.3.0
         version: 14.4.0
@@ -4141,6 +4144,19 @@ packages:
       levn: 0.4.1
     dev: true
 
+  /@extractus/article-extractor@8.0.16:
+    resolution: {integrity: sha512-amxCKO2uerY0UPxDVSoTDdcTny0otpKsAIGC2q2CUDEhUX6EfxmpURttlKLx9uWFT9DRlNX9LSyMSP/2p7kFLg==}
+    engines: {node: '>= 18'}
+    dependencies:
+      '@mozilla/readability': 0.5.0
+      bellajs: 11.2.0
+      cross-fetch: 4.0.0
+      linkedom: 0.18.5
+      sanitize-html: 2.13.1
+    transitivePeerDependencies:
+      - encoding
+    dev: false
+
   /@fastify/accept-negotiator@1.1.0:
     resolution: {integrity: sha512-OIHZrb2ImZ7XG85HXOONLcJWGosv7sIvM2ifAPQVhg9Lv7qdmMBNVaai4QTdyuaqbKM5eO6sLSQOYI7wEQeCJQ==}
     engines: {node: '>=14'}
@@ -6104,6 +6120,11 @@ packages:
       got: 11.8.6
       os-filter-obj: 2.0.0
 
+  /@mozilla/readability@0.5.0:
+    resolution: {integrity: sha512-Z+CZ3QaosfFaTqvhQsIktyGrjFjSC0Fa4EMph4mqKnWhmyoGICsV/8QK+8HpXut6zV7zwfWwqDmEjtk1Qf6EgQ==}
+    engines: {node: '>=14.0.0'}
+    dev: false
+
   /@msgpackr-extract/msgpackr-extract-darwin-arm64@3.0.2:
     resolution: {integrity: sha512-9bfjwDxIDWmmOKusUcqdS4Rw+SETlp9Dy39Xui9BEGEk19dDwH0jhipwFzEff/pFg95NKymc6TOTbRKcWeRqyQ==}
     cpu: [arm64]
@@ -12743,6 +12764,11 @@ packages:
     resolution: {integrity: sha512-NzUnlZexiaH/46WDhANlyR2bXRopNg4F/zuSA3OpZnllCUgRaOF2znDioDWrmbNVsuZk6l9pMquQB38cfBZwkQ==}
     dev: false
 
+  /bellajs@11.2.0:
+    resolution: {integrity: sha512-Wjss+Bc674ZABPr+SCKWTqA4V1pyYFhzDTjNBJy4jdmgOv0oGIGXeKBRJyINwP5tIy+iIZD9SfgZpztduzQ5QA==}
+    engines: {node: '>= 18.4'}
+    dev: false
+
   /better-ajv-errors@1.2.0(ajv@8.12.0):
     resolution: {integrity: sha512-UW+IsFycygIo7bclP9h5ugkNH8EjCSgqyFB/yQ4Hqqa1OEYDtb0uFIkYE0b6+CjkgJYVM5UKI/pJPxjYe9EZlA==}
     engines: {node: '>= 12.13.0'}
@@ -14294,6 +14320,14 @@ packages:
     transitivePeerDependencies:
       - encoding
 
+  /cross-fetch@4.0.0:
+    resolution: {integrity: sha512-e4a5N8lVvuLgAWgnCrLr2PP0YyDOTHa9H/Rj54dirp61qXnNq46m82bRhNqIA5VccJtWBvPTFRV3TtvHUKPB1g==}
+    dependencies:
+      node-fetch: 2.7.0
+    transitivePeerDependencies:
+      - encoding
+    dev: false
+
   /cross-inspect@1.0.0:
     resolution: {integrity: sha512-4PFfn4b5ZN6FMNGSZlyb7wUhuN8wvj8t/VQHZdM4JsDcruGJ8L2kf9zao98QIrBPFCpdk27qst/AGTl7pL3ypQ==}
     engines: {node: '>=16.0.0'}
@@ -14598,6 +14632,10 @@ packages:
     dependencies:
       css-tree: 2.2.1
 
+  /cssom@0.5.0:
+    resolution: {integrity: sha512-iKuQcq+NdHqlAcwUY0o/HL69XQrUaQdMjmStJ8JFmUaiiQErlhrmuigkg/CU4E2J0IyUKUrMAgl36TvN67MqTw==}
+    dev: false
+
   /cssstyle@4.1.0:
     resolution: {integrity: sha512-h66W1URKpBS5YMI/V8PyXvTMFT8SupJ1IzoIV8IeBC/ji8WVmrO8dGlTi+2dh6whmdk6BiKJLD/ZBkhWbcg6nA==}
     engines: {node: '>=18'}
@@ -21197,6 +21235,10 @@ packages:
     resolution: {integrity: sha512-H2iMtd0I4Mt5eYiapRdIDjp+XzelXQ0tFE4JS7YFwFevXXMmOp9myNrUvCg0D6ws8iqkRPBfKHgbwig1SmlLfg==}
     dev: true
 
+  /html-escaper@3.0.3:
+    resolution: {integrity: sha512-RuMffC89BOWQoY0WKGpIhn5gX3iI54O6nRA0yC124NYVtzjmFWBIiFd8M0x+ZdX0P9R4lADg1mgP8C7PxGOWuQ==}
+    dev: false
+
   /html-tags@3.3.1:
     resolution: {integrity: sha512-ztqyC3kLto0e9WbNp0aeP+M3kTt+nbaIveGmUxAtZa+8iFgKLUOD4YKM5j+f3QD89bra7UeumolZHKuOXnTmeQ==}
     engines: {node: '>=8'}
@@ -21240,7 +21282,15 @@ packages:
       domhandler: 5.0.3
       domutils: 3.1.0
       entities: 4.5.0
-    dev: true
+
+  /htmlparser2@9.1.0:
+    resolution: {integrity: sha512-5zfg6mHUoaer/97TxnGpxmbR7zJtPwIYFMZ/H5ucTlPZhKvtum05yiPK3Mgai3a0DyVxv7qYqoweaEd2nrYQzQ==}
+    dependencies:
+      domelementtype: 2.3.0
+      domhandler: 5.0.3
+      domutils: 3.1.0
+      entities: 4.5.0
+    dev: false
 
   /http-cache-semantics@4.1.1:
     resolution: {integrity: sha512-er295DKPVsV82j5kw1Gjt+ADA/XYHsajl82cGNQG2eyoPkvgUhX+nDIyelzhIWbbsXP39EHcI6l5tYs2FYqYXQ==}
@@ -23468,6 +23518,16 @@ packages:
   /lines-and-columns@1.2.4:
     resolution: {integrity: sha512-7ylylesZQ/PV29jhEDl3Ufjo6ZX7gCqJr5F7PKrqc93v7fzSymt1BpwEU8nAUXs8qzzvqhbjhK5QZg6Mt/HkBg==}
 
+  /linkedom@0.18.5:
+    resolution: {integrity: sha512-JGLaGGtqtu+eOhYrC1wkWYTBcpVWL4AsnwAtMtgO1Q0gI0PuPJKI0zBBE+a/1BrhOE3Uw8JI/ycByAv5cLrAuQ==}
+    dependencies:
+      css-select: 5.1.0
+      cssom: 0.5.0
+      html-escaper: 3.0.3
+      htmlparser2: 9.1.0
+      uhyphen: 0.2.0
+    dev: false
+
   /linkfs@2.1.0:
     resolution: {integrity: sha512-kmsGcmpvjStZ0ATjuHycBujtNnXiZR28BTivEu0gAMDTT7GEyodcK6zSRtu6xsrdorrPZEIN380x7BD7xEYkew==}
 
@@ -26758,6 +26818,10 @@ packages:
     dependencies:
       protocols: 2.0.1
 
+  /parse-srcset@1.0.2:
+    resolution: {integrity: sha512-/2qh0lav6CmI15FzA3i/2Bzk2zCgQhGMkvhOhKNcBVQ1ldgpbfiNTVslmooUmWJcADi1f1kIeynbDRVzNlfR6Q==}
+    dev: false
+
   /parse-url@8.1.0:
     resolution: {integrity: sha512-xDvOoLU5XRrcOZvnI6b8zA6n9O9ejNk/GExuz1yBuWUGn9KA97GI6HTs6u02wKara1CeVmZhH+0TZFdWScR89w==}
     dependencies:
@@ -29972,6 +30036,17 @@ packages:
     dependencies:
       truncate-utf8-bytes: 1.0.2
 
+  /sanitize-html@2.13.1:
+    resolution: {integrity: sha512-ZXtKq89oue4RP7abL9wp/9URJcqQNABB5GGJ2acW1sdO8JTVl92f4ygD7Yc9Ze09VAZhnt2zegeU0tbNsdcLYg==}
+    dependencies:
+      deepmerge: 4.3.1
+      escape-string-regexp: 4.0.0
+      htmlparser2: 8.0.2
+      is-plain-object: 5.0.0
+      parse-srcset: 1.0.2
+      postcss: 8.4.49
+    dev: false
+
   /sax@1.3.0:
     resolution: {integrity: sha512-0s+oAmw9zLl1V1cS9BtZN7JAd0cW5e0QH4W3LWEK6a4LaLEA2OTpGYWDY+6XasBLtz6wkm3u1xRw95mRuJ59WA==}
     dev: false
@@ -32543,6 +32618,10 @@ packages:
     dev: true
     optional: true
 
+  /uhyphen@0.2.0:
+    resolution: {integrity: sha512-qz3o9CHXmJJPGBdqzab7qAYuW8kQGKNEuoHFYrBwV6hWIMcpAmxDLXojcHfFr9US1Pe6zUswEIJIbLI610fuqA==}
+    dev: false
+
   /uid-safe@2.1.5:
     resolution: {integrity: sha512-KPHm4VL5dDXKz01UuEd88Df+KzynaohSL9fBh096KWAxSKZQDI2uBrVqtvRM4rwrIrRRKsdLNML/lnaaVSRioA==}
     engines: {node: '>= 0.8'}