diff --git a/.github/workflows/build_cc.yml b/.github/workflows/build_cc.yml
index bf16b67656..775b88cfd3 100644
--- a/.github/workflows/build_cc.yml
+++ b/.github/workflows/build_cc.yml
@@ -32,7 +32,7 @@ jobs:
         python-version: '3.11'
     - uses: lukka/get-cmake@latest
     - run: python -m pip install uv
-    - run: python -m uv pip install --system tensorflow
+    - run: source/install/uv_with_retry.sh pip install --system tensorflow
     - name: Download libtorch
       run: |
          wget https://download.pytorch.org/libtorch/cpu/libtorch-cxx11-abi-shared-with-deps-2.1.2%2Bcpu.zip -O libtorch.zip
diff --git a/.github/workflows/test_cc.yml b/.github/workflows/test_cc.yml
index 799a55e9ff..ebbfc4d960 100644
--- a/.github/workflows/test_cc.yml
+++ b/.github/workflows/test_cc.yml
@@ -27,7 +27,7 @@ jobs:
         mpi: mpich
     - uses: lukka/get-cmake@latest
     - run: python -m pip install uv
-    - run: python -m uv pip install --system tensorflow
+    - run: source/install/uv_with_retry.sh pip install --system tensorflow
     - name: Download libtorch
       run: |
          wget https://download.pytorch.org/libtorch/cpu/libtorch-cxx11-abi-shared-with-deps-2.1.2%2Bcpu.zip -O libtorch.zip
@@ -49,7 +49,7 @@ jobs:
     # test lammps
     - run: |
         export TENSORFLOW_ROOT=$(python -c 'import importlib,pathlib;print(pathlib.Path(importlib.util.find_spec("tensorflow").origin).parent)')
-        python -m uv pip install --system -e .[cpu,test,lmp] mpi4py
+        source/install/uv_with_retry.sh pip install --system -e .[cpu,test,lmp] mpi4py
       env:
         DP_BUILD_TESTING: 1
       if: ${{ !matrix.check_memleak }}
diff --git a/.github/workflows/test_cuda.yml b/.github/workflows/test_cuda.yml
index d97b1f9431..703d0ea2fe 100644
--- a/.github/workflows/test_cuda.yml
+++ b/.github/workflows/test_cuda.yml
@@ -47,10 +47,10 @@ jobs:
          && sudo apt-get -y install cuda-12-3 libcudnn8=8.9.5.*-1+cuda12.3
       if: false  # skip as we use nvidia image
     - run: python -m pip install -U uv
-    - run: python -m uv pip install --system "tensorflow>=2.15.0rc0" "torch>=2.2.0"
+    - run: source/install/uv_with_retry.sh pip install --system "tensorflow>=2.15.0rc0" "torch>=2.2.0"
     - run: |
         export TENSORFLOW_ROOT=$(python -c 'import importlib,pathlib;print(pathlib.Path(importlib.util.find_spec("tensorflow").origin).parent)')
-        python -m uv pip install --system -v -e .[gpu,test,lmp,cu12,torch] mpi4py
+        source/install/uv_with_retry.sh pip install --system -v -e .[gpu,test,lmp,cu12,torch] mpi4py
       env:
         DP_VARIANT: cuda
         DP_ENABLE_NATIVE_OPTIMIZATION: 1
diff --git a/.github/workflows/test_python.yml b/.github/workflows/test_python.yml
index 0f9fc61acd..3cf56ecbd3 100644
--- a/.github/workflows/test_python.yml
+++ b/.github/workflows/test_python.yml
@@ -25,10 +25,10 @@ jobs:
         python-version: ${{ matrix.python }}
     - run: python -m pip install -U uv
     - run: |
-        uv pip install --system mpich
-        uv pip install --system "torch==2.3.0+cpu.cxx11.abi" -i https://download.pytorch.org/whl/
+        source/install/uv_with_retry.sh pip install --system mpich
+        source/install/uv_with_retry.sh pip install --system "torch==2.3.0+cpu.cxx11.abi" -i https://download.pytorch.org/whl/
         export PYTORCH_ROOT=$(python -c 'import torch;print(torch.__path__[0])')
-        uv pip install --system --only-binary=horovod -e .[cpu,test] horovod[tensorflow-cpu] mpi4py
+        source/install/uv_with_retry.sh pip install --system --only-binary=horovod -e .[cpu,test] horovod[tensorflow-cpu] mpi4py
       env:
         # Please note that uv has some issues with finding
         # existing TensorFlow package. Currently, it uses
diff --git a/source/install/uv_with_retry.sh b/source/install/uv_with_retry.sh
new file mode 100755
index 0000000000..2d9a524f6b
--- /dev/null
+++ b/source/install/uv_with_retry.sh
@@ -0,0 +1,32 @@
+#!/bin/bash
+# This script is used to retry the uv command if the error "error decoding response body" is encountered.
+# See also:
+# https://github.com/astral-sh/uv/issues/2586
+# https://github.com/astral-sh/uv/issues/3456
+# https://github.com/astral-sh/uv/issues/3514
+# https://github.com/astral-sh/uv/issues/4402
+tmpstderr=$(mktemp)
+max_retry=3
+while true; do
+	uv "$@" 2> >(tee -a "${tmpstderr}" >&2)
+	exit_code=$?
+	# exit if ok
+	if [ $exit_code -eq 0 ]; then
+		rm -f "${tmpstderr}"
+		exit 0
+	fi
+	# check if "error decoding response body" is in the stderr
+	if grep -q "error decoding response body" "${tmpstderr}"; then
+		echo "Retrying uv in 1 s..."
+		max_retry=$((max_retry - 1))
+		if [ $max_retry -eq 0 ]; then
+			echo "Max retry reached, exiting..."
+			rm -f "${tmpstderr}"
+			exit 1
+		fi
+		sleep 1
+	else
+		rm -f "${tmpstderr}"
+		exit $exit_code
+	fi
+done