diff --git a/backend/requirements.txt b/backend/requirements.txt
index 58d7d61d24..e26cd08c67 100644
--- a/backend/requirements.txt
+++ b/backend/requirements.txt
@@ -89,7 +89,7 @@ soundfile==0.13.1
 
 pillow==12.3.0
 opencv-python-headless==4.13.0.92
-rapidocr==3.9.2
+rapidocr==3.10.0
 rank-bm25==0.2.2
 
 onnxruntime==1.26.0
diff --git a/pyproject.toml b/pyproject.toml
index 4356fc23a7..202bf0a352 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -97,7 +97,7 @@ dependencies = [
 
     "pillow==12.3.0",
     "opencv-python-headless==4.13.0.92",
-    "rapidocr==3.9.2",
+    "rapidocr==3.10.0",
     "rank-bm25==0.2.2",
 
     "onnxruntime==1.26.0",
diff --git a/uv.lock b/uv.lock
index c1e33831c7..8c59d30e6a 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2971,7 +2971,7 @@ requires-dist = [
     { name = "qdrant-client", marker = "extra == 'all'", specifier = "==1.18.0" },
     { name = "qrcode", specifier = "==8.2" },
     { name = "rank-bm25", specifier = "==0.2.2" },
-    { name = "rapidocr", specifier = "==3.9.2" },
+    { name = "rapidocr", specifier = "==3.10.0" },
     { name = "redis", specifier = "==8.0.1" },
     { name = "regex", specifier = "==2026.5.9" },
     { name = "requests", specifier = "==2.34.2" },
@@ -3019,24 +3019,6 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d0/b1/35b6f9c8cf9318e3dbb7146cc82dab4cf61182a8d5406fc9b50864362895/openai-2.29.0-py3-none-any.whl", hash = "sha256:b7c5de513c3286d17c5e29b92c4c98ceaf0d775244ac8159aeb1bddf840eb42a", size = 1141533, upload-time = "2026-03-17T17:53:47.348Z" },
 ]
 
-[[package]]
-name = "opencv-python"
-version = "4.13.0.92"
-source = { registry = "https://pypi.org/simple" }
-dependencies = [
-    { name = "numpy" },
-]
-wheels = [
-    { url = "https://files.pythonhosted.org/packages/fc/6f/5a28fef4c4a382be06afe3938c64cc168223016fa520c5abaf37e8862aa5/opencv_python-4.13.0.92-cp37-abi3-macosx_13_0_arm64.whl", hash = "sha256:caf60c071ec391ba51ed00a4a920f996d0b64e3e46068aac1f646b5de0326a19", size = 46247052, upload-time = "2026-02-05T07:01:25.046Z" },
-    { url = "https://files.pythonhosted.org/packages/08/ac/6c98c44c650b8114a0fb901691351cfb3956d502e8e9b5cd27f4ee7fbf2f/opencv_python-4.13.0.92-cp37-abi3-macosx_14_0_x86_64.whl", hash = "sha256:5868a8c028a0b37561579bfb8ac1875babdc69546d236249fff296a8c010ccf9", size = 32568781, upload-time = "2026-02-05T07:01:41.379Z" },
-    { url = "https://files.pythonhosted.org/packages/3e/51/82fed528b45173bf629fa44effb76dff8bc9f4eeaee759038362dfa60237/opencv_python-4.13.0.92-cp37-abi3-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:0bc2596e68f972ca452d80f444bc404e08807d021fbba40df26b61b18e01838a", size = 47685527, upload-time = "2026-02-05T06:59:11.24Z" },
-    { url = "https://files.pythonhosted.org/packages/db/07/90b34a8e2cf9c50fe8ed25cac9011cde0676b4d9d9c973751ac7616223a2/opencv_python-4.13.0.92-cp37-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:402033cddf9d294693094de5ef532339f14ce821da3ad7df7c9f6e8316da32cf", size = 70460872, upload-time = "2026-02-05T06:59:19.162Z" },
-    { url = "https://files.pythonhosted.org/packages/02/6d/7a9cc719b3eaf4377b9c2e3edeb7ed3a81de41f96421510c0a169ca3cfd4/opencv_python-4.13.0.92-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:bccaabf9eb7f897ca61880ce2869dcd9b25b72129c28478e7f2a5e8dee945616", size = 46708208, upload-time = "2026-02-05T06:59:15.419Z" },
-    { url = "https://files.pythonhosted.org/packages/fd/55/b3b49a1b97aabcfbbd6c7326df9cb0b6fa0c0aefa8e89d500939e04aa229/opencv_python-4.13.0.92-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:620d602b8f7d8b8dab5f4b99c6eb353e78d3fb8b0f53db1bd258bb1aa001c1d5", size = 72927042, upload-time = "2026-02-05T06:59:23.389Z" },
-    { url = "https://files.pythonhosted.org/packages/fb/17/de5458312bcb07ddf434d7bfcb24bb52c59635ad58c6e7c751b48949b009/opencv_python-4.13.0.92-cp37-abi3-win32.whl", hash = "sha256:372fe164a3148ac1ca51e5f3ad0541a4a276452273f503441d718fab9c5e5f59", size = 30932638, upload-time = "2026-02-05T07:02:14.98Z" },
-    { url = "https://files.pythonhosted.org/packages/e9/a5/1be1516390333ff9be3a9cb648c9f33df79d5096e5884b5df71a588af463/opencv_python-4.13.0.92-cp37-abi3-win_amd64.whl", hash = "sha256:423d934c9fafb91aad38edf26efb46da91ffbc05f3f59c4b0c72e699720706f5", size = 40212062, upload-time = "2026-02-05T07:02:12.724Z" },
-]
-
 [[package]]
 name = "opencv-python-headless"
 version = "4.13.0.92"
@@ -4385,13 +4367,13 @@ wheels = [
 
 [[package]]
 name = "rapidocr"
-version = "3.9.2"
+version = "3.10.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "colorlog" },
     { name = "numpy" },
     { name = "omegaconf" },
-    { name = "opencv-python" },
+    { name = "opencv-python-headless" },
     { name = "pillow" },
     { name = "pyclipper" },
     { name = "pyyaml" },
@@ -4401,7 +4383,7 @@ dependencies = [
     { name = "tqdm" },
 ]
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/55/ed/0ee9b9281986974be9d2406ae0134c8d7c91d2fc613f16ffda9701eeda6f/rapidocr-3.9.2-py3-none-any.whl", hash = "sha256:04d6b8d151f823d930bd91910555f57bea897c0c44fa6794267b94cf9c1ef9a0", size = 27275208, upload-time = "2026-07-21T10:59:01.599Z" },
+    { url = "https://files.pythonhosted.org/packages/59/07/203065283bba0c5e9c10af3602dc25ab3e59ee54dc2d1d22c8faeabf5ed8/rapidocr-3.10.0-py3-none-any.whl", hash = "sha256:2fc34e26cd0f48514804a94f8832283039c7334076bff60768b1fed9ad068050", size = 27288134, upload-time = "2026-10-08T15:07:45.98Z" },
 ]
 
 [[package]]