diff --git a/apps/api/src/scraper/WebScraper/utils/__tests__/replacePaths.test.ts b/apps/api/src/scraper/WebScraper/utils/__tests__/replacePaths.test.ts
index 6ecd990..e201926 100644
--- a/apps/api/src/scraper/WebScraper/utils/__tests__/replacePaths.test.ts
+++ b/apps/api/src/scraper/WebScraper/utils/__tests__/replacePaths.test.ts
@@ -6,12 +6,14 @@ describe('replacePaths', () => {
     it('should replace relative paths with absolute paths', () => {
       const documents: Document[] = [{
         metadata: { sourceURL: 'https://example.com' },
-        content: 'This is a [link](/path/to/resource).'
+        content: 'This is a [link](/path/to/resource).',
+        markdown: 'This is a [link](/path/to/resource).'
       }];
 
       const expectedDocuments: Document[] = [{
         metadata: { sourceURL: 'https://example.com' },
-        content: 'This is a [link](https://example.com/path/to/resource).'
+        content: 'This is a [link](https://example.com/path/to/resource).',
+        markdown: 'This is a [link](https://example.com/path/to/resource).'
       }];
 
       const result = replacePathsWithAbsolutePaths(documents);
@@ -21,7 +23,8 @@ describe('replacePaths', () => {
     it('should not alter absolute URLs', () => {
       const documents: Document[] = [{
         metadata: { sourceURL: 'https://example.com' },
-        content: 'This is an [external link](https://external.com/path).'
+        content: 'This is an [external link](https://external.com/path).',
+        markdown: 'This is an [external link](https://external.com/path).'
       }];
 
       const result = replacePathsWithAbsolutePaths(documents);
@@ -31,7 +34,8 @@ describe('replacePaths', () => {
     it('should not alter data URLs for images', () => {
       const documents: Document[] = [{
         metadata: { sourceURL: 'https://example.com' },
-        content: 'This is an image: ![alt text](data:image/png;base64,ABC123==).'
+        content: 'This is an image: ![alt text](data:image/png;base64,ABC123==).',
+        markdown: 'This is an image: ![alt text](data:image/png;base64,ABC123==).'
       }];
 
       const result = replacePathsWithAbsolutePaths(documents);
@@ -41,12 +45,14 @@ describe('replacePaths', () => {
     it('should handle multiple links and images correctly', () => {
       const documents: Document[] = [{
         metadata: { sourceURL: 'https://example.com' },
-        content: 'Here are two links: [link1](/path1) and [link2](/path2).'
+        content: 'Here are two links: [link1](/path1) and [link2](/path2).',
+        markdown: 'Here are two links: [link1](/path1) and [link2](/path2).'
       }];
 
       const expectedDocuments: Document[] = [{
         metadata: { sourceURL: 'https://example.com' },
-        content: 'Here are two links: [link1](https://example.com/path1) and [link2](https://example.com/path2).'
+        content: 'Here are two links: [link1](https://example.com/path1) and [link2](https://example.com/path2).',
+        markdown: 'Here are two links: [link1](https://example.com/path1) and [link2](https://example.com/path2).'
       }];
 
       const result = replacePathsWithAbsolutePaths(documents);
@@ -56,12 +62,14 @@ describe('replacePaths', () => {
     it('should correctly handle a mix of absolute and relative paths', () => {
       const documents: Document[] = [{
         metadata: { sourceURL: 'https://example.com' },
-        content: 'Mixed paths: [relative](/path), [absolute](https://example.com/path), and [data image](data:image/png;base64,ABC123==).'
+        content: 'Mixed paths: [relative](/path), [absolute](https://example.com/path), and [data image](data:image/png;base64,ABC123==).',
+        markdown: 'Mixed paths: [relative](/path), [absolute](https://example.com/path), and [data image](data:image/png;base64,ABC123==).'
       }];
 
       const expectedDocuments: Document[] = [{
         metadata: { sourceURL: 'https://example.com' },
-        content: 'Mixed paths: [relative](https://example.com/path), [absolute](https://example.com/path), and [data image](data:image/png;base64,ABC123==).'
+        content: 'Mixed paths: [relative](https://example.com/path), [absolute](https://example.com/path), and [data image](data:image/png;base64,ABC123==).',
+        markdown: 'Mixed paths: [relative](https://example.com/path), [absolute](https://example.com/path), and [data image](data:image/png;base64,ABC123==).'
       }];
 
       const result = replacePathsWithAbsolutePaths(documents);
@@ -74,12 +82,14 @@ describe('replacePaths', () => {
     it('should replace relative image paths with absolute paths', () => {
       const documents: Document[] = [{
         metadata: { sourceURL: 'https://example.com' },
-        content: 'Here is an image: ![alt text](/path/to/image.jpg).'
+        content: 'Here is an image: ![alt text](/path/to/image.jpg).',
+        markdown: 'Here is an image: ![alt text](/path/to/image.jpg).'
       }];
 
       const expectedDocuments: Document[] = [{
         metadata: { sourceURL: 'https://example.com' },
-        content: 'Here is an image: ![alt text](https://example.com/path/to/image.jpg).'
+        content: 'Here is an image: ![alt text](https://example.com/path/to/image.jpg).',
+        markdown: 'Here is an image: ![alt text](https://example.com/path/to/image.jpg).'
       }];
 
       const result = replaceImgPathsWithAbsolutePaths(documents);
@@ -89,7 +99,8 @@ describe('replacePaths', () => {
     it('should not alter data:image URLs', () => {
       const documents: Document[] = [{
         metadata: { sourceURL: 'https://example.com' },
-        content: 'An image with a data URL: ![alt text](data:image/png;base64,ABC123==).'
+        content: 'An image with a data URL: ![alt text](data:image/png;base64,ABC123==).',
+        markdown: 'An image with a data URL: ![alt text](data:image/png;base4,ABC123==).'
       }];
 
       const result = replaceImgPathsWithAbsolutePaths(documents);
@@ -99,12 +110,14 @@ describe('replacePaths', () => {
     it('should handle multiple images with a mix of data and relative URLs', () => {
       const documents: Document[] = [{
         metadata: { sourceURL: 'https://example.com' },
-        content: 'Multiple images: ![img1](/img1.jpg) ![img2](data:image/png;base64,ABC123==) ![img3](/img3.jpg).'
+        content: 'Multiple images: ![img1](/img1.jpg) ![img2](data:image/png;base64,ABC123==) ![img3](/img3.jpg).',
+        markdown: 'Multiple images: ![img1](/img1.jpg) ![img2](data:image/png;base64,ABC123==) ![img3](/img3.jpg).'
       }];
 
       const expectedDocuments: Document[] = [{
         metadata: { sourceURL: 'https://example.com' },
-        content: 'Multiple images: ![img1](https://example.com/img1.jpg) ![img2](data:image/png;base64,ABC123==) ![img3](https://example.com/img3.jpg).'
+        content: 'Multiple images: ![img1](https://example.com/img1.jpg) ![img2](data:image/png;base64,ABC123==) ![img3](https://example.com/img3.jpg).',
+        markdown: 'Multiple images: ![img1](https://example.com/img1.jpg) ![img2](data:image/png;base64,ABC123==) ![img3](https://example.com/img3.jpg).'
       }];
 
       const result = replaceImgPathsWithAbsolutePaths(documents);