diff --git a/servers/fastapi/image_processor/utils.py b/servers/fastapi/image_processor/utils.py
index d7f4aa69..31827ca4 100644
--- a/servers/fastapi/image_processor/utils.py
+++ b/servers/fastapi/image_processor/utils.py
@@ -1,11 +1,16 @@
 import asyncio
+import os
 from api.services.instances import temp_file_service
-from pdf2image import convert_from_path
+import pdfplumber
 
 
 def get_page_images_from_pdf(document_path: str, temp_dir: str):
     images_temp_dir = temp_file_service.create_dir_in_dir(temp_dir)
-    return convert_from_path(document_path, output_folder=images_temp_dir)
+
+    with pdfplumber.open(document_path) as pdf:
+        for page in pdf.pages:
+            img = page.to_image()
+            img.save(os.path.join(images_temp_dir, f"page_{page.page_number}.png"))
 
 
 async def get_page_images_from_pdf_async(document_path: str, temp_dir: str):
diff --git a/servers/fastapi/poetry.lock b/servers/fastapi/poetry.lock
index 08e0680e..2262ff24 100644
--- a/servers/fastapi/poetry.lock
+++ b/servers/fastapi/poetry.lock
@@ -2132,20 +2132,6 @@ files = [
     {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
 ]
 
-[[package]]
-name = "pdf2image"
-version = "1.17.0"
-description = "A wrapper around the pdftoppm and pdftocairo command line tools to convert PDF to a PIL Image list."
-optional = false
-python-versions = "*"
-files = [
-    {file = "pdf2image-1.17.0-py3-none-any.whl", hash = "sha256:ecdd58d7afb810dffe21ef2b1bbc057ef434dabbac6c33778a38a3f7744a27e2"},
-    {file = "pdf2image-1.17.0.tar.gz", hash = "sha256:eaa959bc116b420dd7ec415fcae49b98100dda3dd18cd2fdfa86d09f112f6d57"},
-]
-
-[package.dependencies]
-pillow = "*"
-
 [[package]]
 name = "pdfminer-six"
 version = "20250327"
@@ -4143,4 +4129,4 @@ cffi = ["cffi (>=1.11)"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "233cf6c5d7a077c578d0218a26b626f40cf0b8557c773aa19b544938756b0d33"
+content-hash = "8fdb0f3b57c3821005dd2fec21a5c41b67d415b64790f5ddd7ea13b1df77b593"
diff --git a/servers/fastapi/pyproject.toml b/servers/fastapi/pyproject.toml
index d7dffdfe..fbffb4c5 100644
--- a/servers/fastapi/pyproject.toml
+++ b/servers/fastapi/pyproject.toml
@@ -16,7 +16,6 @@ python-docx = "^1.1.2"
 langchain-openai = "^0.3.16"
 langchain-google-genai = "^2.1.4"
 langchain-community = "^0.3.23"
-pdf2image = "^1.17.0"
 duckduckgo-search = "^8.0.1"
 torch = { version = "^2.7.0+cpu", source = "pytorch-cpu" }
 langchain-huggingface = "^0.2.0"