diff --git a/.DS_Store b/.DS_Store
index 839bb6a..7497584 100644
Binary files a/.DS_Store and b/.DS_Store differ
diff --git a/.gitignore b/.gitignore
index 44d79ae..099d956 100644
--- a/.gitignore
+++ b/.gitignore
@@ -33,3 +33,5 @@ snapchat.json
 /add_to_liked
 /.profiles
 /.vscode
+/highlight_data
+.DS_Store
diff --git a/config.py b/config.py
index ef6b21d..9043c1a 100644
--- a/config.py
+++ b/config.py
@@ -18,4 +18,30 @@ def get_storage():
 
 def get_custom_storage():
     from bunny import Storage
-    return Storage('345697f9-d9aa-4a6b-a5ec8bffc16d-ceaf-453e', 'storysave')
\ No newline at end of file
+    return Storage('345697f9-d9aa-4a6b-a5ec8bffc16d-ceaf-453e', 'storysave')
+
+def get_redis_connection():
+    from redis import Redis
+    REDIS_HOST = "192.168.0.27"
+    REDIS_PORT = 30059
+    REDIS_PASSWORD = "7U6zXN96xNg$8BnPd&eE"
+
+    try:
+        client = Redis(
+            host=REDIS_HOST,
+            port=REDIS_PORT,
+            password=REDIS_PASSWORD,
+            decode_responses=True
+        )
+
+        response = client.ping()
+        if response:
+            print("Connected to Redis successfully!")
+            return client
+        else:
+            print("Failed to connect to Redis!")
+            return None
+    except Exception as e:
+        print(f"An error occurred: {e}")
+        return None
+        
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index 5d7825e..a4cf262 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -19,4 +19,5 @@ webdriver-manager
 moviepy==1.0.3
 instagrapi
 ImageHash
-watchdog
\ No newline at end of file
+watchdog
+redis
\ No newline at end of file
diff --git a/storysave_dump.py b/storysave_dump.py
index 9ec64d1..b62f109 100644
--- a/storysave_dump.py
+++ b/storysave_dump.py
@@ -17,6 +17,11 @@ media_types = {
     'profile' : 'profile'
 }
 
+for media_type, _ in media_types.items():
+    os.makedirs(os.path.join(directory, media_type), exist_ok=True)
+
+existing_media_ids = {}
+
 UPLOAD_CUSTOM = False
 CACHE_FILE = os.path.join(temp_directory, 'existing_media_ids.json')
 CACHE_TTL = timedelta(hours=48)
@@ -217,6 +222,12 @@ def get_custom_media(failed_medias):
 
     return medias
 
+def save_highlight_data(highlights):
+    filename = f'{uuid4()}.json'
+    filepath = os.path.join('highlight_data', filename)
+    with open(filepath, 'w') as f:
+        json.dump(highlights, f)
+
 def dump_instagram():
     medias, failed_medias = get_media()
     medias = clean_dupes(medias)
@@ -224,20 +235,42 @@ def dump_instagram():
     
     medias.sort(key=lambda x: (x['username'].lower(), x['timestamp']))
 
+    # Update new user ids and existing user ids
     new_user_ids = {}
+    for media in medias:
+        user_id = media['user_id']
+        username = media['username']
+
+        if not media['user_id']:
+            continue
+
+        if username in existing_users:
+            continue
+            
+        existing_users[username] = user_id
+        new_user_ids[username] = user_id
+
+    # Assign user ids
     for media in medias:
         if media['user_id']:
-            user_id = media['user_id']
-            username = media['username']
-            if username not in existing_users:
-                existing_users[username] = user_id
-                new_user_ids[username] = user_id
+            continue
+        if media['username'] in new_user_ids:
+            media['user_id'] = new_user_ids[media['username']]
 
+    highlights = []
     for media in medias:
-        user_id = media['user_id']
-        username = media['username']
-        if user_id is None and username in new_user_ids:
-            media['user_id'] = new_user_ids[username]
+        if not media['highlight_id']:
+            continue
+        highlights.append({
+                "media_id": media["media_id"],
+                "user_id": media["user_id"],
+                "highlight_id": media['highlight_id'],
+                "username": media['username'],
+            })
+
+    # save highlights data into folder highlight_Data
+    if highlights:
+        save_highlight_data(highlights)
 
     for media in medias:
         pinid = UploadMedia(media)
@@ -258,8 +291,13 @@ def clean_dupes(medias):
             print(f'Invalid media_id for file {filepath}. Skipping...')
             continue
         
-        # Check if media_id is in existing_media_ids OR if filepath contains any '(number)'
-        if media_id in existing_media_ids or re.search(r'\(\d+\)', filepath):
+        if media_id in existing_media_ids:
+            removed_count += 1
+            print(f'Found duplicate file {filepath}. Removing...')
+            os.remove(filepath)
+            continue
+
+        if re.search(r'\(\d+\)', filepath):
             removed_count += 1
             print(f'Found duplicate file {filepath}. Removing...')
             os.remove(filepath)
@@ -339,5 +377,5 @@ if __name__ == '__main__':
 
     print("Processing completed.")
 
-    for mediatype, _ in media_types.items():
-        funcs.clean_empty_folders(os.path.join(directory, mediatype))
\ No newline at end of file
+    # for mediatype, _ in media_types.items():
+    #     funcs.clean_empty_folders(os.path.join(directory, mediatype))
\ No newline at end of file