Update README.md

README.md

@@ -17,6 +17,103 @@ language:
 - **License:** apache-2.0
 - **Finetuned from model :** LeroyDyer/SpydazWeb_AI_HumanAI_007
 
-This mistral model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
+To create a pipeline for encoding and decoding files (sound or images) to and from Base64, we need to account for the following:
 
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+Generalized File Handling:
+
+The functions should handle binary data since both sound and image files are binary.
+They should work with any file format (e.g., MP3, WAV, OGG for audio; JPG, PNG, BMP for images).
+Encoding and Decoding:
+
+Encoding involves converting the binary content to Base64.
+Decoding involves reversing the Base64 string back to the original binary format.
+Here’s the implementation in Python:
+
+# Base64 Encoding/Decoding Functions
+``` python
+
+import base64
+from pathlib import Path
+
+def encode_file_to_base64(input_file_path: str, output_file_path: str = None) -> str:
+    """
+    Encodes any file (image or sound) to Base64.
+    
+    Args:
+        input_file_path (str): Path to the input file.
+        output_file_path (str): Optional path to save the Base64 encoded string.
+        
+    Returns:
+        str: Base64 encoded string of the file.
+    """
+    file_path = Path(input_file_path)
+    if not file_path.is_file():
+        raise FileNotFoundError(f"File not found: {input_file_path}")
+    
+    # Read file in binary mode
+    with open(file_path, "rb") as file:
+        file_data = file.read()
+    
+    # Encode to Base64
+    base64_data = base64.b64encode(file_data).decode('utf-8')
+    
+    # Save to output file if specified
+    if output_file_path:
+        with open(output_file_path, "w") as output_file:
+            output_file.write(base64_data)
+    
+    return base64_data
+
+
+def decode_base64_to_file(base64_data: str, output_file_path: str):
+    """
+    Decodes a Base64 string back into its original binary file.
+    
+    Args:
+        base64_data (str): The Base64 encoded string.
+        output_file_path (str): Path to save the decoded file.
+    """
+    # Decode Base64 to binary data
+    file_data = base64.b64decode(base64_data)
+    
+    # Write binary data to the output file
+    with open(output_file_path, "wb") as file:
+        file.write(file_data)
+```
+# Pipeline Example: Sound Files
+``` python
+
+# Encode sound file to Base64
+encoded_sound = encode_file_to_base64("example.mp3", "example_base64.txt")
+print(f"Encoded sound file saved to example_base64.txt")
+
+# Decode Base64 back to sound file
+decode_base64_to_file(encoded_sound, "decoded_example.mp3")
+print("Decoded sound file saved as decoded_example.mp3")
+```
+Pipeline Example: Image Files
+``` python
+
+# Encode image file to Base64
+encoded_image = encode_file_to_base64("example_image.jpg", "example_image_base64.txt")
+print(f"Encoded image file saved to example_image_base64.txt")
+
+# Decode Base64 back to image file
+decode_base64_to_file(encoded_image, "decoded_example_image.jpg")
+print("Decoded image file saved as decoded_example_image.jpg")
+```
+# Explanation of the Functions
+Encoding Pipeline:
+
+Read the file as binary (rb mode).
+Use base64.b64encode() to encode the binary data into Base64 format.
+Save the encoded string to an optional file if required.
+Decoding Pipeline:
+
+Decode the Base64 string back to binary using base64.b64decode().
+Save the binary data as the output file in its original format.
+## Notes
+These functions can handle any binary file, including sound files (MP3, WAV, OGG) and image files (JPG, PNG, BMP).
+The Base64 output can be used in text-based applications or embedded in HTML/JSON as needed.
+Ensure the input file exists, and specify the correct output path during decoding.
+This design is flexible and reusable for various file types, making it a robust solution for encoding and decoding files into Base64.