diff --git a/py/recipes/parsers/civitai_image.py b/py/recipes/parsers/civitai_image.py
index 3b5ea42a..8024b473 100644
--- a/py/recipes/parsers/civitai_image.py
+++ b/py/recipes/parsers/civitai_image.py
@@ -153,10 +153,6 @@ class CivitaiApiMetadataParser(RecipeMetadataParser):
             # Process civitaiResources array
             if "civitaiResources" in metadata and isinstance(metadata["civitaiResources"], list):
                 for resource in metadata["civitaiResources"]:
-                    # Skip resources that aren't LoRAs or LyCORIS
-                    if resource.get("type") not in ["lora", "lycoris"] and "type" not in resource:
-                        continue
-                        
                     # Get unique identifier for deduplication
                     version_id = str(resource.get("modelVersionId", ""))
                     
diff --git a/py/routes/recipe_routes.py b/py/routes/recipe_routes.py
index cf1c67c2..44fcd8c8 100644
--- a/py/routes/recipe_routes.py
+++ b/py/routes/recipe_routes.py
@@ -22,7 +22,6 @@ from ..config import config
 # Check if running in standalone mode
 standalone_mode = 'nodes' not in sys.modules
 
-from ..utils.utils import download_civitai_image
 from ..services.service_registry import ServiceRegistry  # Add ServiceRegistry import
 
 # Only import MetadataRegistry in non-standalone mode
@@ -376,16 +375,6 @@ class RecipeRoutes:
                     # Use meta field from image_info as metadata
                     if 'meta' in image_info:
                         metadata = image_info['meta']
-                    
-                else:
-                    # Not a Civitai image URL, use the original download method
-                    temp_path = download_civitai_image(url)
-                    
-                    if not temp_path:
-                        return web.json_response({
-                            "error": "Failed to download image from URL",
-                            "loras": []
-                        }, status=400)
             
             # If metadata wasn't obtained from Civitai API, extract it from the image
             if metadata is None:
@@ -638,21 +627,6 @@ class RecipeRoutes:
                         image = base64.b64decode(image_base64)
                     except Exception as e:
                         return web.json_response({"error": f"Invalid base64 image data: {str(e)}"}, status=400)
-                elif image_url:
-                    # Download image from URL
-                    temp_path = download_civitai_image(image_url)
-                    if not temp_path:
-                        return web.json_response({"error": "Failed to download image from URL"}, status=400)
-                    
-                    # Read the downloaded image
-                    with open(temp_path, 'rb') as f:
-                        image = f.read()
-                    
-                    # Clean up temp file
-                    try:
-                        os.unlink(temp_path)
-                    except:
-                        pass
                 else:
                     return web.json_response({"error": "No image data provided"}, status=400)
             
diff --git a/py/utils/utils.py b/py/utils/utils.py
index 88adcb23..5acec3c9 100644
--- a/py/utils/utils.py
+++ b/py/utils/utils.py
@@ -1,8 +1,5 @@
 from difflib import SequenceMatcher
-import requests
-import tempfile
 import os
-from bs4 import BeautifulSoup
 from ..services.service_registry import ServiceRegistry
 from ..config import config
 import asyncio
@@ -50,81 +47,6 @@ def get_lora_info(lora_name):
         # No event loop is running, we can use asyncio.run()
         return asyncio.run(_get_lora_info_async())
 
-def download_twitter_image(url):
-    """Download image from a URL containing twitter:image meta tag
-    
-    Args:
-        url (str): The URL to download image from
-        
-    Returns:
-        str: Path to downloaded temporary image file
-    """
-    try:
-        # Download page content
-        response = requests.get(url)
-        response.raise_for_status()
-        
-        # Parse HTML
-        soup = BeautifulSoup(response.text, 'html.parser')
-        
-        # Find twitter:image meta tag
-        meta_tag = soup.find('meta', attrs={'property': 'twitter:image'})
-        if not meta_tag:
-            return None
-            
-        image_url = meta_tag['content']
-        
-        # Download image
-        image_response = requests.get(image_url)
-        image_response.raise_for_status()
-        
-        # Save to temp file
-        with tempfile.NamedTemporaryFile(delete=False, suffix='.jpg') as temp_file:
-            temp_file.write(image_response.content)
-            return temp_file.name
-            
-    except Exception as e:
-        print(f"Error downloading twitter image: {e}")
-        return None
-
-def download_civitai_image(url):
-    """Download image from a URL containing avatar image with specific class and style attributes
-    
-    Args:
-        url (str): The URL to download image from
-        
-    Returns:
-        str: Path to downloaded temporary image file
-    """
-    try:
-        # Download page content
-        response = requests.get(url)
-        response.raise_for_status()
-        
-        # Parse HTML
-        soup = BeautifulSoup(response.text, 'html.parser')
-        
-        # Find image with specific class and style attributes
-        image = soup.select_one('img.EdgeImage_image__iH4_q.max-h-full.w-auto.max-w-full')
-        
-        if not image or 'src' not in image.attrs:
-            return None
-            
-        image_url = image['src']
-        
-        # Download image
-        image_response = requests.get(image_url)
-        image_response.raise_for_status()
-        
-        # Save to temp file
-        with tempfile.NamedTemporaryFile(delete=False, suffix='.jpg') as temp_file:
-            temp_file.write(image_response.content)
-            return temp_file.name
-            
-    except Exception as e:
-        print(f"Error downloading civitai avatar: {e}")
-        return None
-
 def fuzzy_match(text: str, pattern: str, threshold: float = 0.7) -> bool:
         """
         Check if text matches pattern using fuzzy matching.
diff --git a/pyproject.toml b/pyproject.toml
index b7dba92c..65811333 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,11 +7,9 @@ dependencies = [
     "aiohttp",
     "jinja2", 
     "safetensors",
-    "beautifulsoup4",
     "piexif",
     "Pillow",
     "olefile", # for getting rid of warning message
-    "requests",
     "toml",
     "natsort",
     "GitPython"
diff --git a/requirements.txt b/requirements.txt
index 87c9f47f..05680486 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,11 +1,9 @@
 aiohttp
 jinja2
 safetensors
-beautifulsoup4
 piexif
 Pillow
 olefile
-requests
 toml
 numpy
 natsort