diff --git a/.gitignore b/.gitignore
index f7275bb..fe63b34 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1 +1,2 @@
 venv/
+sample_tests/
diff --git a/sample_tests/merged_output.csv b/sample_tests/merged_output.csv
deleted file mode 100644
index a678610..0000000
--- a/sample_tests/merged_output.csv
+++ /dev/null
@@ -1,4 +0,0 @@
-ID,Name,Age,Email,Country,Score,Grade
-1,Alice,25,alice@example.com,USA,88,B
-2,Bob,30,bob@example.com,UK,92,A
-3,Charlie,35,charlie@example.com,Canada,85,B
diff --git a/sample_tests/sample1.csv b/sample_tests/sample1.csv
deleted file mode 100644
index 01e83d6..0000000
--- a/sample_tests/sample1.csv
+++ /dev/null
@@ -1,4 +0,0 @@
-ID,Name,Age
-1,Alice,25
-2,Bob,30
-3,Charlie,35
diff --git a/sample_tests/sample2.csv b/sample_tests/sample2.csv
deleted file mode 100644
index d1c8ce1..0000000
--- a/sample_tests/sample2.csv
+++ /dev/null
@@ -1,4 +0,0 @@
-ID,Email,Country
-1,alice@example.com,USA
-2,bob@example.com,UK
-3,charlie@example.com,Canada
diff --git a/sample_tests/sample3.csv b/sample_tests/sample3.csv
deleted file mode 100644
index 84b663e..0000000
--- a/sample_tests/sample3.csv
+++ /dev/null
@@ -1,4 +0,0 @@
-ID,Score,Grade
-1,88,B
-2,92,A
-3,85,B
diff --git a/sample_tests/sample_image_1.jpg b/sample_tests/sample_image_1.jpg
deleted file mode 100644
index 4ab84c8..0000000
Binary files a/sample_tests/sample_image_1.jpg and /dev/null differ
diff --git a/sample_tests/sample_image_1.png b/sample_tests/sample_image_1.png
deleted file mode 100644
index 441c812..0000000
Binary files a/sample_tests/sample_image_1.png and /dev/null differ
diff --git a/sample_tests/sample_image_2.jpg b/sample_tests/sample_image_2.jpg
deleted file mode 100644
index e2ec030..0000000
Binary files a/sample_tests/sample_image_2.jpg and /dev/null differ
diff --git a/sample_tests/sample_image_3.jpg b/sample_tests/sample_image_3.jpg
deleted file mode 100644
index 59a6c8e..0000000
Binary files a/sample_tests/sample_image_3.jpg and /dev/null differ
diff --git a/sample_tests/sample_image_jpg.pdf b/sample_tests/sample_image_jpg.pdf
deleted file mode 100644
index f1fddd2..0000000
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diff --git a/sample_tests/sample_speech_test.txt b/sample_tests/sample_speech_test.txt
deleted file mode 100644
index 2c88ee6..0000000
--- a/sample_tests/sample_speech_test.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-Hello there,
-This is a sample text file for testing the Text-to-Speech conversion script.
-We are converting this text into an audio file.
-Enjoy testing your script!
\ No newline at end of file
diff --git a/sample_tests/sample_speech_voice.mp3 b/sample_tests/sample_speech_voice.mp3
deleted file mode 100644
index 63b942d..0000000
Binary files a/sample_tests/sample_speech_voice.mp3 and /dev/null differ
diff --git a/sample_tests/sample_speech_voice.wav b/sample_tests/sample_speech_voice.wav
deleted file mode 100644
index 6137480..0000000
Binary files a/sample_tests/sample_speech_voice.wav and /dev/null differ
diff --git a/sample_tests/sample_table.md b/sample_tests/sample_table.md
deleted file mode 100644
index 94dc38a..0000000
--- a/sample_tests/sample_table.md
+++ /dev/null
@@ -1,12 +0,0 @@
-
-# Sample Markdown File
-
-This is a sample Markdown file containing a table.
-
-| Name     | Age | Email                  |
-|----------|-----|------------------------|
-| Alice    | 25  | alice@example.com       |
-| Bob      | 30  | bob@example.com         |
-| Charlie  | 35  | charlie@example.com     |
-
-Thank you for using this sample file.
diff --git a/sample_tests/sample_table_csv.csv b/sample_tests/sample_table_csv.csv
deleted file mode 100644
index 3071f68..0000000
--- a/sample_tests/sample_table_csv.csv
+++ /dev/null
@@ -1,4 +0,0 @@
-Name,Age,Email
-Alice,25,alice@example.com
-Bob,30,bob@example.com
-Charlie,35,charlie@example.com
diff --git a/sample_tests/sample_test.csv b/sample_tests/sample_test.csv
deleted file mode 100644
index c2efad1..0000000
--- a/sample_tests/sample_test.csv
+++ /dev/null
@@ -1,6 +0,0 @@
-Name,Age,Email,Score
-Alice,25,alice@example.com,88.5
-Bob,30,bob@example.com,92.3
-Charlie,35,charlie@example.com,79.0
-David,40,david@example.com,85.4
-Eve,28,eve@example.com,91.2
diff --git a/sample_tests/sample_test.docx b/sample_tests/sample_test.docx
deleted file mode 100644
index 114180a..0000000
Binary files a/sample_tests/sample_test.docx and /dev/null differ
diff --git a/sample_tests/sample_test.html b/sample_tests/sample_test.html
deleted file mode 100644
index 13a0c81..0000000
--- a/sample_tests/sample_test.html
+++ /dev/null
@@ -1,20 +0,0 @@
-
-<!DOCTYPE html>
-<html lang="en">
-<head>
-    <meta charset="UTF-8">
-    <meta http-equiv="X-UA-Compatible" content="IE=edge">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Sample HTML</title>
-</head>
-<body>
-    <h1>Welcome to Sample HTML</h1>
-    <p>This is a simple HTML file for testing the HTML to Markdown conversion.</p>
-    <ul>
-        <li>Item 1</li>
-        <li>Item 2</li>
-        <li>Item 3</li>
-    </ul>
-    <p>Thank you for using the sample HTML file.</p>
-</body>
-</html>
diff --git a/sample_tests/sample_test.jpg b/sample_tests/sample_test.jpg
deleted file mode 100644
index 29db533..0000000
Binary files a/sample_tests/sample_test.jpg and /dev/null differ
diff --git a/sample_tests/sample_test.jpg_page1.jpg b/sample_tests/sample_test.jpg_page1.jpg
deleted file mode 100644
index 13cfa4d..0000000
Binary files a/sample_tests/sample_test.jpg_page1.jpg and /dev/null differ
diff --git a/sample_tests/sample_test.jpg_page2.jpg b/sample_tests/sample_test.jpg_page2.jpg
deleted file mode 100644
index 2c86320..0000000
Binary files a/sample_tests/sample_test.jpg_page2.jpg and /dev/null differ
diff --git a/sample_tests/sample_test.jpg_page3.jpg b/sample_tests/sample_test.jpg_page3.jpg
deleted file mode 100644
index 6c962d1..0000000
Binary files a/sample_tests/sample_test.jpg_page3.jpg and /dev/null differ
diff --git a/sample_tests/sample_test.json b/sample_tests/sample_test.json
deleted file mode 100644
index 5ff1bb5..0000000
--- a/sample_tests/sample_test.json
+++ /dev/null
@@ -1,32 +0,0 @@
-[
-    {
-        "Name": "Alice",
-        "Age": "25",
-        "Email": "alice@example.com",
-        "Score": "88.5"
-    },
-    {
-        "Name": "Bob",
-        "Age": "30",
-        "Email": "bob@example.com",
-        "Score": "92.3"
-    },
-    {
-        "Name": "Charlie",
-        "Age": "35",
-        "Email": "charlie@example.com",
-        "Score": "79.0"
-    },
-    {
-        "Name": "David",
-        "Age": "40",
-        "Email": "david@example.com",
-        "Score": "85.4"
-    },
-    {
-        "Name": "Eve",
-        "Age": "28",
-        "Email": "eve@example.com",
-        "Score": "91.2"
-    }
-]
diff --git a/sample_tests/sample_test.md b/sample_tests/sample_test.md
deleted file mode 100644
index f5b06a4..0000000
--- a/sample_tests/sample_test.md
+++ /dev/null
@@ -1,10 +0,0 @@
-# Welcome to Sample HTML
-
-This is a simple HTML file for testing the HTML to Markdown conversion.
-
-  * Item 1
-  * Item 2
-  * Item 3
-
-Thank you for using the sample HTML file.
-
diff --git a/sample_tests/sample_test.mp4 b/sample_tests/sample_test.mp4
deleted file mode 100644
index 7741769..0000000
Binary files a/sample_tests/sample_test.mp4 and /dev/null differ
diff --git a/sample_tests/sample_test.pdf b/sample_tests/sample_test.pdf
deleted file mode 100644
index 56c0846..0000000
Binary files a/sample_tests/sample_test.pdf and /dev/null differ
diff --git a/sample_tests/sample_test.png b/sample_tests/sample_test.png
deleted file mode 100644
index e02e327..0000000
Binary files a/sample_tests/sample_test.png and /dev/null differ
diff --git a/sample_tests/sample_test.txt b/sample_tests/sample_test.txt
deleted file mode 100644
index e69de29..0000000
diff --git a/sample_tests/sample_test.xlsx b/sample_tests/sample_test.xlsx
deleted file mode 100644
index d695c96..0000000
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diff --git a/sample_tests/sample_test.yaml b/sample_tests/sample_test.yaml
deleted file mode 100644
index c3ce126..0000000
--- a/sample_tests/sample_test.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
-
-name: Sample Project
-description: This is a sample YAML file to test the YAML to Markdown conversion script.
-version: 1.0.0
-authors:
-  - name: John Doe
-    email: john.doe@example.com
-  - name: Jane Smith
-    email: jane.smith@example.com
-dependencies:
-  - package: pandas
-    version: "1.3.0"
-  - package: numpy
-    version: "1.21.0"
-features:
-  - Supports YAML to Markdown conversion
-  - Handles nested dictionaries and lists
-  - Easy to use
diff --git a/sample_tests/sample_test_csv.yaml b/sample_tests/sample_test_csv.yaml
deleted file mode 100644
index 12e324b..0000000
--- a/sample_tests/sample_test_csv.yaml
+++ /dev/null
@@ -1,20 +0,0 @@
-- Name: Alice
-  Age: 25
-  Email: alice@example.com
-  Score: 88.5
-- Name: Bob
-  Age: 30
-  Email: bob@example.com
-  Score: 92.3
-- Name: Charlie
-  Age: 35
-  Email: charlie@example.com
-  Score: 79.0
-- Name: David
-  Age: 40
-  Email: david@example.com
-  Score: 85.4
-- Name: Eve
-  Age: 28
-  Email: eve@example.com
-  Score: 91.2
diff --git a/sample_tests/sample_test_docx.md b/sample_tests/sample_test_docx.md
deleted file mode 100644
index e5cf778..0000000
--- a/sample_tests/sample_test_docx.md
+++ /dev/null
@@ -1,14 +0,0 @@
-Sample DOCX Document
-
-This is a sample paragraph for testing DOCX to Markdown conversion.
-
-List of Items
-
-Item 1
-
-Item 2
-
-Item 3
-
-End of the sample DOCX document. Thank you for using this test file.
-
diff --git a/sample_tests/sample_test_html.html b/sample_tests/sample_test_html.html
deleted file mode 100644
index 15640c3..0000000
--- a/sample_tests/sample_test_html.html
+++ /dev/null
@@ -1,8 +0,0 @@
-<h1>Welcome to Sample HTML</h1>
-<p>This is a simple HTML file for testing the HTML to Markdown conversion.</p>
-<ul>
-<li>Item 1</li>
-<li>Item 2</li>
-<li>Item 3</li>
-</ul>
-<p>Thank you for using the sample HTML file.</p>
diff --git a/sample_tests/sample_test_html.pdf b/sample_tests/sample_test_html.pdf
deleted file mode 100644
index 9768e53..0000000
Binary files a/sample_tests/sample_test_html.pdf and /dev/null differ
diff --git a/sample_tests/sample_test_jpg.md b/sample_tests/sample_test_jpg.md
deleted file mode 100644
index 36c59af..0000000
--- a/sample_tests/sample_test_jpg.md
+++ /dev/null
@@ -1,5 +0,0 @@
-# Image Content
-
-This is a sample inage for testing.
-Tt contains multiple Lines of text
-‘to be converted to Markdown.
diff --git a/sample_tests/sample_test_json.csv b/sample_tests/sample_test_json.csv
deleted file mode 100644
index e49cc32..0000000
--- a/sample_tests/sample_test_json.csv
+++ /dev/null
@@ -1,6 +0,0 @@
-Name,Age,Email,Score
-Alice,25,alice@example.com,88.5
-Bob,30,bob@example.com,92.3
-Charlie,35,charlie@example.com,79.0
-David,40,david@example.com,85.4
-Eve,28,eve@example.com,91.2
diff --git a/sample_tests/sample_test_md.docx b/sample_tests/sample_test_md.docx
deleted file mode 100644
index 50884b3..0000000
Binary files a/sample_tests/sample_test_md.docx and /dev/null differ
diff --git a/sample_tests/sample_test_md.pdf b/sample_tests/sample_test_md.pdf
deleted file mode 100644
index ed82a56..0000000
Binary files a/sample_tests/sample_test_md.pdf and /dev/null differ
diff --git a/sample_tests/sample_test_md.yaml b/sample_tests/sample_test_md.yaml
deleted file mode 100644
index 5395b64..0000000
--- a/sample_tests/sample_test_md.yaml
+++ /dev/null
@@ -1,6 +0,0 @@
-Welcome to Sample HTML:
-  paragraph: This is a simple HTML file for testing the HTML to Markdown conversion.
-  items:
-  - Item 1
-  - Item 2
-  - Item 3 Thank you for using the sample HTML file.
diff --git a/sample_tests/sample_test_png.jpg b/sample_tests/sample_test_png.jpg
deleted file mode 100644
index a17ae07..0000000
Binary files a/sample_tests/sample_test_png.jpg and /dev/null differ
diff --git a/sample_tests/sample_test_regen.csv b/sample_tests/sample_test_regen.csv
deleted file mode 100644
index c2efad1..0000000
--- a/sample_tests/sample_test_regen.csv
+++ /dev/null
@@ -1,6 +0,0 @@
-Name,Age,Email,Score
-Alice,25,alice@example.com,88.5
-Bob,30,bob@example.com,92.3
-Charlie,35,charlie@example.com,79.0
-David,40,david@example.com,85.4
-Eve,28,eve@example.com,91.2
diff --git a/sample_tests/sample_test_xlsx.json b/sample_tests/sample_test_xlsx.json
deleted file mode 100644
index 1da8a96..0000000
--- a/sample_tests/sample_test_xlsx.json
+++ /dev/null
@@ -1,32 +0,0 @@
-[
-    {
-        "Name":"Alice",
-        "Age":25,
-        "Email":"alice@example.com",
-        "Score":88.5
-    },
-    {
-        "Name":"Bob",
-        "Age":30,
-        "Email":"bob@example.com",
-        "Score":92.3
-    },
-    {
-        "Name":"Charlie",
-        "Age":35,
-        "Email":"charlie@example.com",
-        "Score":79.0
-    },
-    {
-        "Name":"David",
-        "Age":40,
-        "Email":"david@example.com",
-        "Score":85.4
-    },
-    {
-        "Name":"Eve",
-        "Age":28,
-        "Email":"eve@example.com",
-        "Score":91.2
-    }
-]
diff --git a/sample_tests/sample_test_yaml.json b/sample_tests/sample_test_yaml.json
deleted file mode 100644
index ee04270..0000000
--- a/sample_tests/sample_test_yaml.json
+++ /dev/null
@@ -1,30 +0,0 @@
-{
-    "name": "Sample Project",
-    "description": "This is a sample YAML file to test the YAML to Markdown conversion script.",
-    "version": "1.0.0",
-    "authors": [
-        {
-            "name": "John Doe",
-            "email": "john.doe@example.com"
-        },
-        {
-            "name": "Jane Smith",
-            "email": "jane.smith@example.com"
-        }
-    ],
-    "dependencies": [
-        {
-            "package": "pandas",
-            "version": "1.3.0"
-        },
-        {
-            "package": "numpy",
-            "version": "1.21.0"
-        }
-    ],
-    "features": [
-        "Supports YAML to Markdown conversion",
-        "Handles nested dictionaries and lists",
-        "Easy to use"
-    ]
-}
diff --git a/sample_tests/sample_test_yaml.md b/sample_tests/sample_test_yaml.md
deleted file mode 100644
index ef166d1..0000000
--- a/sample_tests/sample_test_yaml.md
+++ /dev/null
@@ -1,17 +0,0 @@
-- **name**: Sample Project
-- **description**: This is a sample YAML file to test the YAML to Markdown conversion script.
-- **version**: 1.0.0
-- **authors**:
-    - **name**: John Doe
-    - **email**: john.doe@example.com
-    - **name**: Jane Smith
-    - **email**: jane.smith@example.com
-- **dependencies**:
-    - **package**: pandas
-    - **version**: 1.3.0
-    - **package**: numpy
-    - **version**: 1.21.0
-- **features**:
-    - Supports YAML to Markdown conversion
-    - Handles nested dictionaries and lists
-    - Easy to use
diff --git a/sample_tests/sample_tests_json.yaml b/sample_tests/sample_tests_json.yaml
deleted file mode 100644
index bc5c636..0000000
--- a/sample_tests/sample_tests_json.yaml
+++ /dev/null
@@ -1,20 +0,0 @@
-- Name: Alice
-  Age: '25'
-  Email: alice@example.com
-  Score: '88.5'
-- Name: Bob
-  Age: '30'
-  Email: bob@example.com
-  Score: '92.3'
-- Name: Charlie
-  Age: '35'
-  Email: charlie@example.com
-  Score: '79.0'
-- Name: David
-  Age: '40'
-  Email: david@example.com
-  Score: '85.4'
-- Name: Eve
-  Age: '28'
-  Email: eve@example.com
-  Score: '91.2'
diff --git a/sample_tests/sample_tests_pdf_to_md.md b/sample_tests/sample_tests_pdf_to_md.md
deleted file mode 100644
index 8cf6d6a..0000000
--- a/sample_tests/sample_tests_pdf_to_md.md
+++ /dev/null
@@ -1,23 +0,0 @@
-# PDF Content
-
-## Page 1
-
-Sample PDF Document - Page 1
-This is a sample PDF file for testing the PDF to JPG conversion script. The file contains multiple
-pages with simple text to ensure the script's functionality is tested correctly.
-
-
-## Page 2
-
-Sample PDF Document - Page 2
-This is the second page of the sample PDF document. It helps test whether the script correctly
-converts each page to an individual JPG image.
-
-
-## Page 3
-
-Sample PDF Document - Page 3
-This is the third page of the sample PDF document. Feel free to test the script and check the results
-to ensure everything works as expected.
-
-