diff --git a/apps/converter/htmlToMarkdown.js b/apps/converter/htmlToMarkdown.js
index ef1996509..1d623c534 100644
--- a/apps/converter/htmlToMarkdown.js
+++ b/apps/converter/htmlToMarkdown.js
@@ -1,12 +1,134 @@
+import { extract } from '@extractus/article-extractor'
 import crypto from 'crypto';
 import fs from 'fs-extra';
 import imageType from 'image-type';
 import { JSDOM } from 'jsdom';
+import { applyFixes } from "markdownlint";
+import { lint as lintSync } from "markdownlint/sync";
 import fetch from 'node-fetch';
 import path from 'path';
 import TurndownService from 'turndown';
 import { fileURLToPath } from 'url';
 
+/**
+ * Extracts images from markdown content while preserving their positions
+ * @param {string} markdown - Original markdown content
+ * @returns {{cleanMarkdown: string, extractedImages: Array<{alt: string, url: string, position: number, placeholder: string}>}}
+ */
+function extractImagesWithPositions(markdown) {
+  const imageRegex = /!\[(.*?)\]\((.*?)\)/g;
+  const extractedImages = [];
+  let match;
+  let cleanMarkdown = markdown;
+  let index = 0;
+
+  while ((match = imageRegex.exec(markdown)) !== null) {
+      const placeholder = `__IMAGE_PLACEHOLDER_${index}__`;
+      extractedImages.push({
+          alt: match[1] || '',
+          url: match[2],
+          position: match.index,
+          placeholder
+      });
+      index++;
+  }
+
+  // Replace images with placeholders
+  extractedImages.forEach(image => {
+      cleanMarkdown = cleanMarkdown.replace(
+          `![${image.alt}](${image.url})`,
+          image.placeholder
+      );
+  });
+
+  return {
+      cleanMarkdown,
+      extractedImages
+  };
+}
+
+/**
+* Reinserts images just above their original link positions
+* @param {string} markdown - Markdown content with placeholders
+* @param {Array<{alt: string, url: string, placeholder: string}>} images - Extracted images
+* @returns {string} - Markdown with images reinserted
+*/
+function reinsertImages(markdown, images) {
+  let result = markdown;
+
+  // Sort images by their position in reverse order to maintain correct positions
+  const sortedImages = [...images].sort((a, b) => b.position - a.position);
+
+  for (const image of sortedImages) {
+      const imageMarkdown = `![${image.alt}](${image.url})\n\n`;
+      const placeholderPosition = result.indexOf(image.placeholder);
+
+      if (placeholderPosition !== -1) {
+          // Find the start of the line containing the placeholder
+          let lineStart = result.lastIndexOf('\n', placeholderPosition);
+          lineStart = lineStart === -1 ? 0 : lineStart + 1;
+
+          // Insert the image above the line containing the placeholder
+          result =
+              result.slice(0, lineStart) +
+              imageMarkdown +
+              result.slice(lineStart);
+
+          // Remove the placeholder
+          result = result.replace(image.placeholder, '');
+      }
+  }
+
+  // Clean up any double blank lines created during the process
+  result = result.replace(/\n{3,}/g, '\n\n');
+
+  return result.trim();
+}
+
+function validateAndFixMarkdown(markdown) {
+  const warnings = [];
+
+  // Regex to match the entire image syntax
+  const imageRegex = /!\[.*?\]\(.*?\)/g;
+
+  markdown = markdown.replace(imageRegex, (match) => {
+    // Parse the components of the Markdown image syntax
+    const altMatch = match.match(/!\[(.*?)\]/); // Match alt text
+    const urlMatch = match.match(/\((.*?)(?=\s|$)/); // Match URL
+    const titleMatch = match.match(/"([^"]*?)"\)$/); // Match title (if it exists)
+
+    let altText = altMatch ? altMatch[1] : '';
+    let url = urlMatch ? urlMatch[1] : '';
+    let title = titleMatch ? titleMatch[1] : null;
+
+    // Fix double quotes in alt text
+    if (altText.includes('"')) {
+      warnings.push(`Double quotes in alt text fixed: "${altText}"`);
+      altText = altText.replace(/"/g, "'");
+    }
+
+    // Fix double quotes in title
+    if (title && title.includes('"')) {
+      warnings.push(`Double quotes in title fixed: "${title}"`);
+      title = title.replace(/"/g, "'");
+    }
+
+    // Rebuild the image syntax
+    return title
+      ? `![${altText}](${url} "${title}")`
+      : `![${altText}](${url})`;
+  });
+
+  // Trim leading and trailing whitespace
+  const trimmedMarkdown = markdown.trim();
+  if (markdown !== trimmedMarkdown) {
+    warnings.push("Leading or trailing whitespace detected and removed.");
+    markdown = trimmedMarkdown;
+  }
+
+  return { markdown, warnings };
+}
+
 // @todo Fix this to work locally and live
 const isLagoon = !!process.env.LAGOON;
 const __filename = fileURLToPath(import.meta.url);
@@ -14,20 +136,16 @@ const __dirname = isLagoon
   ? '/app/web/sites/default/files/converted'
   : path.dirname(__filename);
 
-async function extractMainContent(htmlString) {
-  const bodyRegex = /<body[^>]*>([\s\S]*?)<\/body>/i;
-  const match = htmlString.match(bodyRegex);
-  // Return the captured group (content between tags) or null if no match
-  const html = match ? match[1] : null;
-
-  if (html) {
-    // Create a new JSDOM instance and parse the HTML string
-    const dom = new JSDOM(html);
-    const mainElement = dom.window.document.querySelector('main, article');
-    // Return the inner HTML of the <main> tag, or an empty string if not found
-    return mainElement ? mainElement.innerHTML : '';
+
+async function extractMainContentFromUrl(url) {
+      try {
+        const mainContent = await extract(url);
+        return mainContent ? mainContent.content : '';
+      } catch (err) {
+        console.error(err)
+      }
+      return '';
   }
-}
 
 async function getImageExtension(buffer) {
   const type = await imageType(buffer);
@@ -68,14 +186,7 @@ export async function htmlToMarkdown(url) {
     throw new Error('Invalid URL provided: ' + url);
   }
 
-  // Fetch HTML content
-  const response = await fetch(url);
-  if (!response.ok) {
-    throw new Error(`Failed to fetch page: ${response.statusText}`);
-  }
-  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);
@@ -156,13 +267,33 @@ export async function htmlToMarkdown(url) {
     .replace(/!\[\]\(/g, '![image](')
     .trim();
 
-  // Save markdown file
+    const results = lintSync({ "strings": { "content": markdown } });
+    const fixed = applyFixes(markdown, results.content);
+    const { markdown: fixedMarkdown, warnings } = validateAndFixMarkdown(fixed);
+
+    const { cleanMarkdown, extractedImages } = extractImagesWithPositions(fixedMarkdown);
+    const correctedMarkdown = reinsertImages(cleanMarkdown, extractedImages);
+
+    const fixEmptyMarkdownLinks = (markdown) => {
+      // Regular expression to match markdown links with empty URL but with title
+      // Captures: []("title")
+      const emptyLinkRegex = /\[\]\(([^)]+)\s+"([^"]+)"\)/g;
+
+      // Replace empty links with their title text as link text
+      return markdown.replace(emptyLinkRegex, (match, url, title) => {
+        return `[${title}](${url} "${title}")`;
+      });
+    };
+
+    const fixedLinksMarkdown = fixEmptyMarkdownLinks(correctedMarkdown);
+
+    // Save markdown file
   const mdPath = path.join(outputDir, 'content.md');
-  await fs.writeFile(mdPath, markdown);
+  await fs.writeFile(mdPath, fixedLinksMarkdown);
 
   return {
     markdownPath: mdPath,
-    warnings: [], // You could add warnings for failed image downloads etc.
+    warnings: warnings, // You could add warnings for failed image downloads etc.
     outputDir,
   };
 }
diff --git a/apps/converter/index.js b/apps/converter/index.js
index 37d3234df..fbcde2fcd 100644
--- a/apps/converter/index.js
+++ b/apps/converter/index.js
@@ -6,11 +6,80 @@ import { fromMarkdown } from 'mdast-util-from-markdown';
 import { toHast } from 'mdast-util-to-hast';
 
 import { htmlToMarkdown } from './htmlToMarkdown.js';
+import { pdfToMarkdown } from './pdfToMarkdown.js';
 import { wordToMarkdown } from './wordToMarkdown.js';
 
 const app = express();
 const PORT = 3000;
 
+async function enhanceMdastNodesRecursive(tree, outputDir) {
+  // Process a single node and its children
+  async function processNode(node) {
+    // First process all children recursively to ensure they have htmlValue
+    if (node.children && Array.isArray(node.children)) {
+      await Promise.all(node.children.map((child) => processNode(child)));
+    }
+
+    const hast = toHast(node, { allowDangerousHtml: true });
+    const html = toHtml(hast, { allowDangerousHtml: true });
+
+    const type = node.type;
+    node.type = type.charAt(0).toUpperCase() + type.slice(1);
+    node.outputDir = outputDir;
+
+    if (!node.htmlValue) {
+      node.htmlValue = html;
+    }
+
+    if (node.type == 'Table') {
+      node.htmlValue = markdownToHtmlTable(html);
+    }
+
+    if (node.type == 'Image') {
+      node.src = `${outputDir}/${node.url}`;
+    }
+
+    return node;
+  }
+
+  // Helper function to generate HTML for each node type
+  function generateHtml(node) {
+    switch (node.type.toLowerCase()) {
+      case 'paragraph':
+        return `<p>${node.children?.map((child) => child.htmlValue || '').join('')}</p>`;
+      case 'heading':
+        return `<h${node.depth}>${node.children?.map((child) => child.htmlValue || '').join('')}</h${node.depth}>`;
+      case 'text':
+        return node.value;
+      case 'emphasis':
+        return `<em>${node.children?.map((child) => child.htmlValue || '').join('')}</em>`;
+      case 'strong':
+        return `<strong>${node.children?.map((child) => child.htmlValue || '').join('')}</strong>`;
+      case 'link':
+        return `<a href="${node.url}">${node.children?.map((child) => child.htmlValue || '').join('')}</a>`;
+      case 'image':
+        return `<img src="${node.url}" alt="${node.alt || ''}" />`;
+      case 'list':
+        const tag = node.ordered ? 'ol' : 'ul';
+        return `<${tag}>${node.children?.map((child) => child.raw || '').join('')}</${tag}>`;
+      case 'listItem':
+        return `<li>${node.children?.map((child) => child.htmlValue || '').join('')}</li>`;
+      case 'blockquote':
+        return `<blockquote>${node.children?.map((child) => child.htmlValue || '').join('')}</blockquote>`;
+      case 'code':
+        return `<pre><code${node.lang ? ` class="language-${node.lang}"` : ''}>${node.value}</code></pre>`;
+      case 'inlineCode':
+        return `<code>${node.value}</code>`;
+      case 'thematicBreak':
+        return '<hr />';
+      default:
+        return '';
+    }
+  }
+
+  return processNode(tree);
+}
+
 function markdownToHtmlTable(markdownTable) {
   // Split the markdown table into lines
   const lines = markdownTable.trim().split('\n');
@@ -74,29 +143,23 @@ app.get('/convert', async (req, res) => {
     // Then read and process the Markdown
     const markdown = readFileSync(markdownPath, 'utf-8');
     const mdast = fromMarkdown(markdown);
-
     const md = readFileSync(markdownPath, 'utf-8');
     const ast = parse(md);
 
+    // This is to correct some types
     mdast.children.forEach(async (element, index) => {
       const hast = toHast(element, { allowDangerousHtml: true });
       const html = toHtml(hast, { allowDangerousHtml: true });
-      element.htmlValue = html;
       element.type = ast.children[index].type;
       element.raw = ast.children[index].raw;
-      if (element.type == 'Table') {
-        element.htmlValue = markdownToHtmlTable(html);
-      }
-
-      if (ast.children[index].children[0].type == 'Image') {
-        element.type = 'Image';
-        element.src = `${outputDir}/${ast.children[index].children[0].url}`;
-      }
+      element.htmlValue = html;
     });
 
+    const enhanced = await enhanceMdastNodesRecursive(mdast, outputDir);
+
     // Return the processed content along with conversion info
     res.json({
-      content: mdast.children,
+      content: enhanced.children,
       outputDirectory: outputDir,
       warnings: warnings,
     });
@@ -136,22 +199,15 @@ app.get('/html-convert', async (req, res) => {
     mdast.children.forEach(async (element, index) => {
       const hast = toHast(element, { allowDangerousHtml: true });
       const html = toHtml(hast, { allowDangerousHtml: true });
-      element.htmlValue = html;
       element.type = ast.children[index].type;
       element.raw = ast.children[index].raw;
-      if (element.type == 'Table') {
-        element.htmlValue = markdownToHtmlTable(html);
-      }
-
-      if (ast.children[index].children[0].type == 'Image') {
-        element.type = 'Image';
-        element.src = `${outputDir}/${ast.children[index].children[0].url}`;
-      }
+      element.htmlValue = html;
     });
 
+    const enhanced = await enhanceMdastNodesRecursive(mdast, outputDir);
     // Return the processed content along with conversion info
     res.json({
-      content: mdast.children,
+      content: enhanced.children,
       outputDirectory: outputDir,
       warnings: warnings,
     });
@@ -167,6 +223,54 @@ app.get('/html-convert', async (req, res) => {
   }
 });
 
+app.get('/pdf-convert', async (req, res) => {
+  const filePath = req.query.path;
+
+  if (!filePath) {
+    return res.status(400).json({
+      error: "Please provide a URLas 'path' query parameter",
+    });
+  }
+
+  try {
+    // First convert Word to Markdown
+    const { markdownPath, outputDir } = await pdfToMarkdown(filePath);
+
+    // Then read and process the Markdown
+    const markdown = readFileSync(markdownPath, 'utf-8');
+    const mdast = fromMarkdown(markdown);
+
+    const md = readFileSync(markdownPath, 'utf-8');
+    const ast = parse(md);
+
+    mdast.children.forEach(async (element, index) => {
+      const hast = toHast(element, { allowDangerousHtml: true });
+      const html = toHtml(hast, { allowDangerousHtml: true });
+      element.type = ast.children[index].type;
+      element.raw = ast.children[index].raw;
+      element.htmlValue = html;
+    });
+
+    const enhanced = await enhanceMdastNodesRecursive(mdast, outputDir);
+
+    // Return the processed content along with conversion info
+    res.json({
+      content: enhanced.children,
+      outputDirectory: outputDir,
+      // warnings: warnings,
+    });
+  } catch (error) {
+    if (error.code === 'ENOENT') {
+      res.status(404).json({ error: `File not found: ${filePath}` });
+    } else {
+      res.status(500).json({
+        error: 'Error processing document',
+        details: error.message,
+      });
+    }
+  }
+});
+
 app.listen(PORT, () => {
   console.log(`Server running on http://localhost:${PORT}`);
 });
diff --git a/apps/converter/package-lock.json b/apps/converter/package-lock.json
index a51bdd697..fbc3bb1b4 100644
--- a/apps/converter/package-lock.json
+++ b/apps/converter/package-lock.json
@@ -9,16 +9,100 @@
       "version": "1.0.0",
       "license": "ISC",
       "dependencies": {
+        "@extractus/article-extractor": "^8.0.16",
         "@textlint/markdown-to-ast": "^14.3.0",
+        "dotenv": "^16.4.7",
         "express": "^4.21.1",
         "fs-extra": "^11.2.0",
         "hast-util-to-html": "^9.0.3",
         "image-type": "^5.2.0",
+        "jsdom": "^25.0.1",
+        "langchain": "^0.3.6",
         "mammoth": "^1.8.0",
         "mdast-util-from-markdown": "^2.0.2",
         "mdast-util-to-hast": "^13.2.0",
+        "node-fetch": "^3.3.2",
+        "openai": "^4.76.1",
+        "pdf-parse": "github:iamh2o/pdf-parse#1.1.3",
+        "pdf2json": "^3.1.4",
         "sanitize-filename": "^1.6.3",
-        "turndown": "^7.2.0"
+        "turndown": "^7.2.0",
+        "unist-util-visit": "^5.0.0"
+      }
+    },
+    "node_modules/@cfworker/json-schema": {
+      "version": "4.0.3",
+      "resolved": "https://registry.npmjs.org/@cfworker/json-schema/-/json-schema-4.0.3.tgz",
+      "integrity": "sha512-ZykIcDTVv5UNmKWSTLAs3VukO6NDJkkSKxrgUTDPBkAlORVT3H9n5DbRjRl8xIotklscHdbLIa0b9+y3mQq73g==",
+      "peer": true
+    },
+    "node_modules/@extractus/article-extractor": {
+      "version": "8.0.16",
+      "resolved": "https://registry.npmjs.org/@extractus/article-extractor/-/article-extractor-8.0.16.tgz",
+      "integrity": "sha512-amxCKO2uerY0UPxDVSoTDdcTny0otpKsAIGC2q2CUDEhUX6EfxmpURttlKLx9uWFT9DRlNX9LSyMSP/2p7kFLg==",
+      "dependencies": {
+        "@mozilla/readability": "^0.5.0",
+        "bellajs": "^11.2.0",
+        "cross-fetch": "^4.0.0",
+        "linkedom": "^0.18.5",
+        "sanitize-html": "2.13.1"
+      },
+      "engines": {
+        "node": ">= 18"
+      }
+    },
+    "node_modules/@langchain/core": {
+      "version": "0.3.23",
+      "resolved": "https://registry.npmjs.org/@langchain/core/-/core-0.3.23.tgz",
+      "integrity": "sha512-Aut43dEJYH/ibccSErFOLQzymkBG4emlN16P0OHWwx02bDosOR9ilZly4JJiCSYcprn2X2H8nee6P/4VMg1oQA==",
+      "peer": true,
+      "dependencies": {
+        "@cfworker/json-schema": "^4.0.2",
+        "ansi-styles": "^5.0.0",
+        "camelcase": "6",
+        "decamelize": "1.2.0",
+        "js-tiktoken": "^1.0.12",
+        "langsmith": "^0.2.8",
+        "mustache": "^4.2.0",
+        "p-queue": "^6.6.2",
+        "p-retry": "4",
+        "uuid": "^10.0.0",
+        "zod": "^3.22.4",
+        "zod-to-json-schema": "^3.22.3"
+      },
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@langchain/openai": {
+      "version": "0.3.14",
+      "resolved": "https://registry.npmjs.org/@langchain/openai/-/openai-0.3.14.tgz",
+      "integrity": "sha512-lNWjUo1tbvsss45IF7UQtMu1NJ6oUKvhgPYWXnX9f/d6OmuLu7D99HQ3Y88vLcUo9XjjOy417olYHignMduMjA==",
+      "dependencies": {
+        "js-tiktoken": "^1.0.12",
+        "openai": "^4.71.0",
+        "zod": "^3.22.4",
+        "zod-to-json-schema": "^3.22.3"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "@langchain/core": ">=0.2.26 <0.4.0"
+      }
+    },
+    "node_modules/@langchain/textsplitters": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/@langchain/textsplitters/-/textsplitters-0.1.0.tgz",
+      "integrity": "sha512-djI4uw9rlkAb5iMhtLED+xJebDdAG935AdP4eRTB02R7OB/act55Bj9wsskhZsvuyQRpO4O1wQOp85s6T6GWmw==",
+      "dependencies": {
+        "js-tiktoken": "^1.0.12"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "@langchain/core": ">=0.2.21 <0.4.0"
       }
     },
     "node_modules/@mixmark-io/domino": {
@@ -26,6 +110,14 @@
       "resolved": "https://registry.npmjs.org/@mixmark-io/domino/-/domino-2.2.0.tgz",
       "integrity": "sha512-Y28PR25bHXUg88kCV7nivXrP2Nj2RueZ3/l/jdx6J9f8J4nsEGcgX0Qe6lt7Pa+J79+kPiJU3LguR6O/6zrLOw=="
     },
+    "node_modules/@mozilla/readability": {
+      "version": "0.5.0",
+      "resolved": "https://registry.npmjs.org/@mozilla/readability/-/readability-0.5.0.tgz",
+      "integrity": "sha512-Z+CZ3QaosfFaTqvhQsIktyGrjFjSC0Fa4EMph4mqKnWhmyoGICsV/8QK+8HpXut6zV7zwfWwqDmEjtk1Qf6EgQ==",
+      "engines": {
+        "node": ">=14.0.0"
+      }
+    },
     "node_modules/@textlint/ast-node-types": {
       "version": "14.3.0",
       "resolved": "https://registry.npmjs.org/@textlint/ast-node-types/-/ast-node-types-14.3.0.tgz",
@@ -81,11 +173,38 @@
       "resolved": "https://registry.npmjs.org/@types/ms/-/ms-0.7.34.tgz",
       "integrity": "sha512-nG96G3Wp6acyAgJqGasjODb+acrI7KltPiRxzHPXnP3NgI28bpQDRv53olbqGXbfcgF5aiiHmO3xpwEpS5Ld9g=="
     },
+    "node_modules/@types/node": {
+      "version": "18.19.67",
+      "resolved": "https://registry.npmjs.org/@types/node/-/node-18.19.67.tgz",
+      "integrity": "sha512-wI8uHusga+0ZugNp0Ol/3BqQfEcCCNfojtO6Oou9iVNGPTL6QNSdnUdqq85fRgIorLhLMuPIKpsN98QE9Nh+KQ==",
+      "dependencies": {
+        "undici-types": "~5.26.4"
+      }
+    },
+    "node_modules/@types/node-fetch": {
+      "version": "2.6.12",
+      "resolved": "https://registry.npmjs.org/@types/node-fetch/-/node-fetch-2.6.12.tgz",
+      "integrity": "sha512-8nneRWKCg3rMtF69nLQJnOYUcbafYeFSjqkw3jCRLsqkWFlHaoQrr5mXmofFGOx3DKn7UfmBMyov8ySvLRVldA==",
+      "dependencies": {
+        "@types/node": "*",
+        "form-data": "^4.0.0"
+      }
+    },
+    "node_modules/@types/retry": {
+      "version": "0.12.0",
+      "resolved": "https://registry.npmjs.org/@types/retry/-/retry-0.12.0.tgz",
+      "integrity": "sha512-wWKOClTTiizcZhXnPY4wikVAwmdYHp8q6DmC+EJUzAMsycb7HB32Kh9RN4+0gExjmPmZSAQjgURXIGATPegAvA=="
+    },
     "node_modules/@types/unist": {
       "version": "3.0.3",
       "resolved": "https://registry.npmjs.org/@types/unist/-/unist-3.0.3.tgz",
       "integrity": "sha512-ko/gIFJRv177XgZsZcBwnqJN5x/Gien8qNOn0D5bQU/zAzVf9Zt3BlcUiLqhV9y4ARk0GbT3tnUiPNgnTXzc/Q=="
     },
+    "node_modules/@types/uuid": {
+      "version": "10.0.0",
+      "resolved": "https://registry.npmjs.org/@types/uuid/-/uuid-10.0.0.tgz",
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+      "integrity": "sha512-tk2G5R2KRwBd+ZN0zaEXpmzdKyOYksXwywulIX95MBODjSzMIuQnQ3m8JxgbhnL1LeVo7lqQKsYa1O3Htl7K5g==",
+      "dependencies": {
+        "punycode": "^2.3.1"
+      },
+      "engines": {
+        "node": ">=18"
+      }
+    },
     "node_modules/trim-lines": {
       "version": "3.0.1",
       "resolved": "https://registry.npmjs.org/trim-lines/-/trim-lines-3.0.1.tgz",
@@ -2539,11 +3721,21 @@
         "node": ">= 0.6"
       }
     },
+    "node_modules/uhyphen": {
+      "version": "0.2.0",
+      "resolved": "https://registry.npmjs.org/uhyphen/-/uhyphen-0.2.0.tgz",
+      "integrity": "sha512-qz3o9CHXmJJPGBdqzab7qAYuW8kQGKNEuoHFYrBwV6hWIMcpAmxDLXojcHfFr9US1Pe6zUswEIJIbLI610fuqA=="
+    },
     "node_modules/underscore": {
       "version": "1.13.7",
       "resolved": "https://registry.npmjs.org/underscore/-/underscore-1.13.7.tgz",
       "integrity": "sha512-GMXzWtsc57XAtguZgaQViUOzs0KTkk8ojr3/xAxXLITqf/3EMwxC0inyETfDFjH/Krbhuep0HNbbjI9i/q3F3g=="
     },
+    "node_modules/undici-types": {
+      "version": "5.26.5",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz",
+      "integrity": "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA=="
+    },
     "node_modules/unified": {
       "version": "9.2.2",
       "resolved": "https://registry.npmjs.org/unified/-/unified-9.2.2.tgz",
@@ -2730,6 +3922,18 @@
         "node": ">= 0.4.0"
       }
     },
+    "node_modules/uuid": {
+      "version": "10.0.0",
+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-10.0.0.tgz",
+      "integrity": "sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ==",
+      "funding": [
+        "https://github.com/sponsors/broofa",
+        "https://github.com/sponsors/ctavan"
+      ],
+      "bin": {
+        "uuid": "dist/bin/uuid"
+      }
+    },
     "node_modules/vary": {
       "version": "1.1.2",
       "resolved": "https://registry.npmjs.org/vary/-/vary-1.1.2.tgz",
@@ -2764,6 +3968,103 @@
         "url": "https://opencollective.com/unified"
       }
     },
+    "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/web-streams-polyfill": {
+      "version": "3.3.3",
+      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
+      "integrity": "sha512-d2JWLCivmZYTSIoge9MsgFCZrt571BikcWGYkjC1khllbTeDlGqZ2D8vD8E/lJa8WGWbb7Plm8/XJYV7IJHZZw==",
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "node_modules/webidl-conversions": {
+      "version": "7.0.0",
+      "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-7.0.0.tgz",
+      "integrity": "sha512-VwddBukDzu71offAQR975unBIGqfKZpM+8ZX6ySk8nYhVoo5CYaZyzt3YBvYtRtO+aoGlqxPg/B87NGVZ/fu6g==",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "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-encoding/node_modules/iconv-lite": {
+      "version": "0.6.3",
+      "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.3.tgz",
+      "integrity": "sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==",
+      "dependencies": {
+        "safer-buffer": ">= 2.1.2 < 3.0.0"
+      },
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "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": "14.1.0",
+      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-14.1.0.tgz",
+      "integrity": "sha512-jlf/foYIKywAt3x/XWKZ/3rz8OSJPiWktjmk891alJUEjiVxKX9LEO92qH3hv4aJ0mN3MWPvGMCy8jQi95xK4w==",
+      "dependencies": {
+        "tr46": "^5.0.0",
+        "webidl-conversions": "^7.0.0"
+      },
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/ws": {
+      "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"
+      },
+      "peerDependencies": {
+        "bufferutil": "^4.0.1",
+        "utf-8-validate": ">=5.0.2"
+      },
+      "peerDependenciesMeta": {
+        "bufferutil": {
+          "optional": true
+        },
+        "utf-8-validate": {
+          "optional": true
+        }
+      }
+    },
+    "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/xmlbuilder": {
       "version": "10.1.1",
       "resolved": "https://registry.npmjs.org/xmlbuilder/-/xmlbuilder-10.1.1.tgz",
@@ -2772,6 +4073,38 @@
         "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/yaml": {
+      "version": "2.6.1",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.6.1.tgz",
+      "integrity": "sha512-7r0XPzioN/Q9kXBro/XPnA6kznR73DHq+GXh5ON7ZozRO6aMjbmiBuKste2wslTFkC5d1dw0GooOCepZXJ2SAg==",
+      "bin": {
+        "yaml": "bin.mjs"
+      },
+      "engines": {
+        "node": ">= 14"
+      }
+    },
+    "node_modules/zod": {
+      "version": "3.24.1",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.24.1.tgz",
+      "integrity": "sha512-muH7gBL9sI1nciMZV67X5fTKKBLtwpZ5VBp1vsOQzj1MhrBZ4wlVCm3gedKZWLp0Oyel8sIGfeiz54Su+OVT+A==",
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/zod-to-json-schema": {
+      "version": "3.23.5",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.23.5.tgz",
+      "integrity": "sha512-5wlSS0bXfF/BrL4jPAbz9da5hDlDptdEppYfe+x4eIJ7jioqKG9uUxOwPzqof09u/XeVdrgFu29lZi+8XNDJtA==",
+      "peerDependencies": {
+        "zod": "^3.23.3"
+      }
+    },
     "node_modules/zwitch": {
       "version": "2.0.4",
       "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz",
diff --git a/apps/converter/package.json b/apps/converter/package.json
index 186f32b56..f109e1fcc 100644
--- a/apps/converter/package.json
+++ b/apps/converter/package.json
@@ -8,20 +8,28 @@
   "author": "",
   "license": "ISC",
   "scripts": {
-    "start": "node index.js"
+    "start": "node index.js",
+    "dev": "node --watch index.js"
   },
   "dependencies": {
+    "@extractus/article-extractor": "^8.0.16",
     "@textlint/markdown-to-ast": "^14.3.0",
+    "dotenv": "^16.4.7",
     "express": "^4.21.1",
     "fs-extra": "^11.2.0",
     "hast-util-to-html": "^9.0.3",
     "image-type": "^5.2.0",
     "jsdom": "^25.0.1",
     "mammoth": "^1.8.0",
+    "markdownlint": "^0.37.1",
     "mdast-util-from-markdown": "^2.0.2",
     "mdast-util-to-hast": "^13.2.0",
     "node-fetch": "^3.3.2",
+    "openai": "^4.76.1",
+    "pdf-parse": "github:iamh2o/pdf-parse#1.1.3",
+    "pdf2json": "^3.1.4",
     "sanitize-filename": "^1.6.3",
-    "turndown": "^7.2.0"
+    "turndown": "^7.2.0",
+    "unist-util-visit": "^5.0.0"
   }
 }
diff --git a/apps/converter/pdfToMarkdown.js b/apps/converter/pdfToMarkdown.js
new file mode 100644
index 000000000..fcab436bb
--- /dev/null
+++ b/apps/converter/pdfToMarkdown.js
@@ -0,0 +1,108 @@
+import crypto from 'crypto';
+import fs from 'fs';
+import path from 'path';
+import pdf from 'pdf-parse';
+import PDFParser from 'pdf2json';
+
+export function generateFolderName(filePath) {
+    const fileContent = fs.readFileSync(filePath);
+    const hash = crypto.createHash('md5').update(fileContent).digest('hex');
+    return hash.substring(0, 12);
+}
+
+export async function pdfToMarkdown(pdfPath) {
+    try {
+        // Validate input file exists and is a PDF
+        if (!fs.existsSync(pdfPath) || !pdfPath.toLowerCase().endsWith('.pdf')) {
+            throw new Error('Invalid PDF file path');
+        }
+
+        // Generate output folder name
+        const folderName = generateFolderName(pdfPath);
+        const outputDir = path.join(path.dirname(pdfPath), folderName);
+        const imagesDir = path.join(outputDir, 'images');
+
+        // Create output directories
+        if (!fs.existsSync(outputDir)) {
+            fs.mkdirSync(outputDir);
+        }
+        if (!fs.existsSync(imagesDir)) {
+            fs.mkdirSync(imagesDir);
+        }
+
+        // Extract text content from all pages
+        const dataBuffer = fs.readFileSync(pdfPath);
+        const data = await pdf(dataBuffer);
+        // Combine text from all pages
+        const markdownContent = data.text;
+
+        // Save markdown content
+        fs.writeFileSync(path.join(outputDir, 'content.md'), markdownContent);
+
+        // Extract images
+        const pdfParser = new PDFParser(null, 1); // Added parameter to preserve images
+
+        return new Promise((resolve, reject) => {
+            pdfParser.on('pdfParser_dataReady', (pdfData) => {
+                try {
+                    // Extract and save images
+                    let imageCount = 0;
+
+                    if (pdfData.Pages) {
+                        pdfData.Pages.forEach((page, pageIndex) => {
+                          console.log("🚀 ~ pdfData.Pages.forEach ~ page:1");
+                          // Handle both Images and Bg (background) images
+                            const images = [...(page.Images || []), ...(page.Bg || [])];
+
+                            images.forEach((image) => {
+                                try {
+                                    // Check if image data exists and is valid
+                                    if (image.data) {
+                                        let imageBuffer;
+
+                                        // Handle different image data formats
+                                        if (Buffer.isBuffer(image.data)) {
+                                            imageBuffer = image.data;
+                                        } else if (typeof image.data === 'string') {
+                                            imageBuffer = Buffer.from(image.data, 'base64');
+                                        } else {
+                                            console.warn(`Skipping invalid image data at page ${pageIndex + 1}`);
+                                            return;
+                                        }
+
+                                        const imagePath = path.join(
+                                            imagesDir,
+                                            `image_${pageIndex + 1}_${++imageCount}.png`
+                                        );
+
+                                        fs.writeFileSync(imagePath, imageBuffer);
+                                    }
+                                } catch (imageError) {
+                                    console.warn(`Error processing image at page ${pageIndex + 1}:`, imageError);
+                                }
+                            });
+                        });
+                    }
+
+                    resolve({
+                        outputDir,
+                        markdownPath: path.join(outputDir, 'content.md'),
+                        imagesDir,
+                        totalPages: pdfData.Pages.length,
+                        totalImages: imageCount
+                    });
+                } catch (extractError) {
+                    reject(extractError);
+                }
+            });
+
+            pdfParser.on('pdfParser_dataError', (error) => {
+                reject(error);
+            });
+
+            pdfParser.loadPDF(pdfPath);
+        });
+    } catch (error) {
+        throw new Error(`PDF conversion failed: ${error.message}`);
+    }
+}
diff --git a/packages/drupal/silverback_ai/modules/silverback_ai_import/silverback_ai_import.install b/packages/drupal/silverback_ai/modules/silverback_ai_import/silverback_ai_import.install
index f4a635f72..3e3acebf5 100644
--- a/packages/drupal/silverback_ai/modules/silverback_ai_import/silverback_ai_import.install
+++ b/packages/drupal/silverback_ai/modules/silverback_ai_import/silverback_ai_import.install
@@ -2,5 +2,84 @@
 
 /**
  * @file
- * Install, update and uninstall functions for the silverback_ai_import module.
+ * Install, update and uninstall functions for the Silverback AI module.
  */
+
+use Drupal\Core\Entity\EntityTypeInterface;
+
+/**
+ * Implements hook_schema().
+ */
+function silverback_ai_import_schema() {
+
+  $db_schema = \Drupal::database()->schema();
+  if ($db_schema->tableExists('silverback_ai_import')) {
+    $db_schema->dropTable('silverback_ai_import');
+  }
+
+  $schema['silverback_ai_import'] = [
+    'description' => 'Import log for the Silverback AI import module.',
+    'fields' => [
+      'id' => [
+        'type' => 'serial',
+        'not null' => TRUE,
+        'description' => 'Primary Key.',
+      ],
+      'uid' => [
+        'description' => 'Foreign key to {users}.uid; uniquely identifies a Drupal user executed the ai fetch action.',
+        'type' => 'int',
+        'unsigned' => TRUE,
+        'not null' => TRUE,
+      ],
+      'timestamp' => [
+        'description' => 'Date/time if the import, as Unix timestamp.',
+        'type' => 'int',
+        'unsigned' => TRUE,
+        'not null' => TRUE,
+      ],
+      'target_entity_type_id' => [
+        'type' => 'varchar_ascii',
+        'length' => EntityTypeInterface::ID_MAX_LENGTH,
+        'not null' => FALSE,
+        'default' => '',
+        'description' => 'The ID of the associated entity type.',
+      ],
+      'target_entity_id' => [
+        'type' => 'int',
+        'unsigned' => TRUE,
+        'not null' => FALSE,
+        'description' => 'The ID of the associated entity.',
+      ],
+      'target_entity_revision_id' => [
+        'type' => 'int',
+        'unsigned' => TRUE,
+        'not null' => FALSE,
+        'description' => 'The revision ID of the associated entity.',
+      ],
+      'source' => [
+        'type' => 'text',
+        'not null' => TRUE,
+        'size' => 'normal',
+        'description' => 'The source of the import.',
+      ],
+      'output_folder' => [
+        'type' => 'text',
+        'not null' => TRUE,
+        'size' => 'small',
+        'description' => 'The name of the folder exported.',
+      ],
+      'data' => [
+        'type' => 'blob',
+        'not null' => TRUE,
+        'size' => 'big',
+        'description' => 'The import response *usually a text series of gutenberg formatted blocks.',
+      ],
+      'primary key' => ['id'],
+      'indexes' => [
+        'uid' => ['uid'],
+        'timestamp' => ['timestamp'],
+      ],
+    ];
+
+    return $schema;
+}
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 0a059ba92..4c92de170 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
@@ -98,10 +98,14 @@ function _silverback_ai_import_form_submit(array $form, FormStateInterface $form
   if ($fid && $type == 'docx') {
     $file = \Drupal::entityTypeManager()->getStorage('file')->load($fid);
     $ast = $service->getAstFromFilePath($file);
-    $content->create($ast->content, $entity);
+    // $content->create($ast->content, $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);
+    // $content->create($ast->content, $entity);
+    $flatten = $service->flattenAst($ast->content);
+    $content->create($flatten, $entity);
   }
 }
diff --git a/packages/drupal/silverback_ai/modules/silverback_ai_import/src/AiImportPluginManagerInterface.php b/packages/drupal/silverback_ai/modules/silverback_ai_import/src/AiImportPluginManagerInterface.php
index 8d98b1841..1776daa06 100644
--- a/packages/drupal/silverback_ai/modules/silverback_ai_import/src/AiImportPluginManagerInterface.php
+++ b/packages/drupal/silverback_ai/modules/silverback_ai_import/src/AiImportPluginManagerInterface.php
@@ -42,12 +42,13 @@ public function matches(array $chunk);
   public function convert(array $chunk);
 
   /**
-   * Generates a block string by replacing template placeholders with parsed header data.
+   * Generates a block string by replacing template placeholders.
    *
-   * This function takes a chunk of markdown content and a template string. It uses
-   * the parsed data from the markdown header to replace placeholders in the template
-   * with actual values corresponding to the markdown header's level, text, and HTML tag.
-   * Before processing, it ensures that all required keys are available in the parsed data.
+   * This function takes a chunk of markdown content and a template string.
+   * It uses the parsed data from the markdown header to replace placeholders
+   * in the template with actual values corresponding to the markdown header's
+   * level, text, and HTML tag. Before processing, it ensures that all required
+   * keys are available in the parsed data.
    *
    * @param array $data
    *   The template string containing placeholders for replacement.
diff --git a/packages/drupal/silverback_ai/modules/silverback_ai_import/src/ContentImportAiService.php b/packages/drupal/silverback_ai/modules/silverback_ai_import/src/ContentImportAiService.php
index ecc7d700c..84bcd1704 100644
--- a/packages/drupal/silverback_ai/modules/silverback_ai_import/src/ContentImportAiService.php
+++ b/packages/drupal/silverback_ai/modules/silverback_ai_import/src/ContentImportAiService.php
@@ -264,7 +264,7 @@ public function getPlugin(array $chunk) {
     $definitions = $this->pluginManager->getDefinitions();
     // @todo Order by weight.
     foreach ($definitions as $definition) {
-      $plugin = $this->pluginManager->createInstance($definition['id']);
+      $plugin = $this->pluginManager->createInstance($definition['id'], ['chunk' => $chunk]);
       if ($plugin->matches($chunk)) {
         $default_plugin = $plugin;
         break;
@@ -273,4 +273,178 @@ public function getPlugin(array $chunk) {
     return $default_plugin;
   }
 
+  /**
+   * Flattens a hierarchical AST (Abstract Syntax Tree) into a linear array of nodes.
+   *
+   * This function converts a nested AST structure into a flat array where each node
+   * is assigned a unique ID and maintains a reference to its parent. It processes
+   * specific node types differently and handles recursive traversal of child nodes.
+   *
+   * @param array|null $ast
+   *   The AST structure to flatten.
+   * @param int|null $parent
+   *   The ID of the parent node (used in recursion)
+   *
+   * @return array An array of flattened nodes, where each node contains:
+   *   - type: The capitalized node type
+   *               - id: A unique identifier
+   *               - parent: Reference to the parent node's ID
+   *               - Additional properties specific to each node type
+   */
+  public function flattenAst($ast, $parent = NULL) {
+
+    $ast = json_decode(json_encode($ast), TRUE);
+    static $flatNodes = [];
+    static $id;
+
+    if ($ast === NULL) {
+      return $flatNodes;
+    }
+
+    foreach ($ast as $chunk) {
+      if (isset($chunk['type'])
+        && in_array($chunk['type'], [
+          'Strong',
+          'Text',
+          'ListItem',
+          'Emphasis',
+        ])) {
+        continue;
+      }
+
+      if (isset($chunk['type'])
+        && $chunk['type'] == 'Link'
+        && isset($chunk['children'])
+        && count($chunk['children']) == 1
+        && $chunk['children'][0]['type'] !== 'Image'
+        ) {
+        continue;
+      }
+
+      $children = $chunk['children'] ?? [];
+      // unset($chunk['children']);
+      // Chunk preprocessing.
+      $chunk['type'] = ucfirst($chunk['type']);
+      $chunk['id'] = ++$id;
+      $chunk['parent'] = $parent;
+
+      $flatNodes[] = $chunk;
+      // Recursively process children.
+      foreach ($children as $child) {
+        $this->flattenAst([$child], $id);
+      }
+    }
+
+    return $flatNodes;
+  }
+
+  /**
+   *
+   */
+  public function iterateArray(array &$data, int $depth = 0): void {
+    foreach ($data as &$item) {
+      // Process item here.
+      if (isset($item['type'])) {
+        if ($item['type'] == 'Image') {
+          $item['gutenberg'] = $this->processChunk($item);
+        }
+      }
+      if (isset($item['children']) && is_array($item['children'])) {
+        $this->iterateArray($item['children'], $depth + 1);
+      }
+    }
+
+  }
+
+  /**
+   * Extracts various metadata from a given URL by fetching and parsing its HTML content.
+   *
+   * This function attempts to retrieve the HTML content of a URL and extract key information
+   * including title, path, meta tags, and language settings. It includes error handling for
+   * various failure scenarios.
+   *
+   * @param string $url
+   *   The URL to extract data from.
+   *
+   * @return array An associative array containing:
+   *   - title: string|null The page title if found
+   *               - path: string The URL path component, defaults to "/" if not found
+   *               - metatags: array Meta tag name-content pairs
+   *               - language: string|null The page language if specified
+   *               - error: string|null Error message if any error occurred, null otherwise
+   *
+   * @throws \Exception Caught internally and returned as error in result array
+   */
+  public function extractPageDataFromUrl($url) {
+    $data = [
+      'title' => NULL,
+      'path' => NULL,
+      'metatags' => [],
+      'language' => NULL,
+    // Add an error key.
+      'error' => NULL,
+    ];
+
+    // Validate URL.
+    if (!filter_var($url, FILTER_VALIDATE_URL)) {
+      $data['error'] = "Invalid URL";
+      return $data;
+    }
+
+    try {
+      // Use file_get_contents with a user agent to avoid being blocked by some servers.
+      $options = [
+        'http' => [
+          'method' => 'GET',
+      // Example user agent.
+          'user_agent' => 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/114.0.0.0 Safari/537.36',
+      // Timeout in seconds.
+          'timeout' => 10,
+        ],
+      ];
+      $context = stream_context_create($options);
+      // Use @ to suppress warnings for invalid URLs or network issues.
+      $html = @file_get_contents($url, FALSE, $context);
+
+      if ($html === FALSE) {
+        $error = error_get_last();
+        $data['error'] = "Failed to fetch URL: " . ($error ? $error['message'] : "Unknown error");
+        return $data;
+      }
+
+      // Extract Title.
+      if (preg_match('/<title>(.*?)<\/title>/i', $html, $matches)) {
+        $data['title'] = trim(html_entity_decode($matches[1]));
+      }
+
+      // Extract Path.
+      $data['path'] = parse_url($url, PHP_URL_PATH);
+      if ($data['path'] === NULL) {
+        // Handle cases where there's no path.
+        $data['path'] = "/";
+      }
+
+      // Extract Meta Tags.
+      preg_match_all('/<meta\s+(?:name|http-equiv)="([^"]*)"\s+content="([^"]*)"/i', $html, $matches);
+      for ($i = 0; $i < count($matches[0]); $i++) {
+        $name = strtolower($matches[1][$i]);
+        $data['metatags'][$name] = trim(html_entity_decode($matches[2][$i]));
+      }
+
+      // Extract Language.
+      if (preg_match('/<html.*?lang="([^"]*)"/i', $html, $matches)) {
+        $data['language'] = $matches[1];
+      }
+      elseif (preg_match('/<meta\s+http-equiv="Content-Language"\s+content="([^"]*)"/i', $html, $matches)) {
+        $data['language'] = $matches[1];
+      }
+
+    }
+    catch (\Exception $e) {
+      $data['error'] = "An error occurred: " . $e->getMessage();
+    }
+
+    return $data;
+  }
+
 }
diff --git a/packages/drupal/silverback_ai/modules/silverback_ai_import/src/ContentImportBatch.php b/packages/drupal/silverback_ai/modules/silverback_ai_import/src/ContentImportBatch.php
index 935a7e933..3b3cec124 100644
--- a/packages/drupal/silverback_ai/modules/silverback_ai_import/src/ContentImportBatch.php
+++ b/packages/drupal/silverback_ai/modules/silverback_ai_import/src/ContentImportBatch.php
@@ -87,6 +87,7 @@ public static function process(array $batch, array &$context) {
     $content = $service->processChunk($batch['item']['chunk']);
     \Drupal::logger('silverback_ai_import')->debug($content);
     $context['results']['content'][] = $content;
+
     $context['results']['nid'] = $batch['item']['nid'];
 
     $context['message'] = t('Processing chunk @processed/@total', [
diff --git a/packages/drupal/silverback_ai/modules/silverback_ai_import/src/Plugin/AiImport/ListImportPlugin.php b/packages/drupal/silverback_ai/modules/silverback_ai_import/src/Plugin/AiImport/ListImportPlugin.php
index dde8bdb4a..44ef7227f 100644
--- a/packages/drupal/silverback_ai/modules/silverback_ai_import/src/Plugin/AiImport/ListImportPlugin.php
+++ b/packages/drupal/silverback_ai/modules/silverback_ai_import/src/Plugin/AiImport/ListImportPlugin.php
@@ -68,6 +68,18 @@ public function getSchema() {
    * {@inheritDoc}
    */
   public function getTemplate() {
+    $config = $this->configuration;
+    $chunk = $config['chunk'];
+
+    if (isset($chunk['ordered'])
+      && $chunk['ordered'] == TRUE) {
+      return <<<EOD
+      <!-- wp:list {"ordered":true} -->
+      listItems
+      <!-- /wp:list -->
+      EOD;
+    }
+
     return <<<EOD
       <!-- wp:list -->
       listItems
@@ -88,12 +100,10 @@ public function matches(array $chunk) {
   public function convert(array $chunk) {
 
     $html = $chunk['htmlValue'];
-
-    $html = str_replace('<ol>', '<ul>', $html);
-    $html = str_replace('</ol>', '</ul>', $html);
     $html = str_replace(["\r", "\n"], '', $html);
 
     $data['listItems'] = $html;
+
     return $this->generateBlock($data);
   }
 
diff --git a/packages/drupal/silverback_ai/modules/silverback_ai_import/src/Plugin/AiImport/ParagraphImportPlugin.php b/packages/drupal/silverback_ai/modules/silverback_ai_import/src/Plugin/AiImport/ParagraphImportPlugin.php
index f0ecea23a..61ad647c5 100644
--- a/packages/drupal/silverback_ai/modules/silverback_ai_import/src/Plugin/AiImport/ParagraphImportPlugin.php
+++ b/packages/drupal/silverback_ai/modules/silverback_ai_import/src/Plugin/AiImport/ParagraphImportPlugin.php
@@ -86,7 +86,8 @@ public function matches(array $chunk) {
    * {@inheritDoc}
    */
   public function convert(array $chunk) {
-    $data['paragraphText'] = $chunk['htmlValue'];
+    $val = $chunk['htmlValue'];
+    $data['paragraphText'] = preg_replace('/<img[^>]+>/i', '', $val);
     return $this->generateBlock($data);
   }
 
diff --git a/packages/drupal/silverback_ai/silverback_ai.install b/packages/drupal/silverback_ai/silverback_ai.install
index 207ca0eee..8f927c10c 100644
--- a/packages/drupal/silverback_ai/silverback_ai.install
+++ b/packages/drupal/silverback_ai/silverback_ai.install
@@ -33,7 +33,7 @@ function silverback_ai_schema() {
         'not null' => TRUE,
       ],
       'timestamp' => [
-        'description' => 'Date/time when the form submission failed, as Unix timestamp.',
+        'description' => 'Date/time when the ai request, as Unix timestamp.',
         'type' => 'int',
         'unsigned' => TRUE,
         'not null' => TRUE,