diff --git a/backend/apps/rag/main.py b/backend/apps/rag/main.py
index 99aa69594..45ad69707 100644
--- a/backend/apps/rag/main.py
+++ b/backend/apps/rag/main.py
@@ -425,7 +425,7 @@ def get_loader(filename: str, file_content_type: str, file_path: str):
     ]
 
     if file_ext == "pdf":
-        loader = PyPDFLoader(file_path)
+        loader = PyPDFLoader(file_path, extract_images=True)
     elif file_ext == "csv":
         loader = CSVLoader(file_path)
     elif file_ext == "rst":
diff --git a/backend/requirements.txt b/backend/requirements.txt
index 190d12980..fd38df0b0 100644
--- a/backend/requirements.txt
+++ b/backend/requirements.txt
@@ -35,6 +35,7 @@ openpyxl
 pyxlsb
 xlrd
 rapidocr-onnxruntime
+opencv-python-headless
 
 faster-whisper