diff --git a/Dockerfile b/Dockerfile
index a96b769e..0710819b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,7 +1,7 @@
 # syntax=docker/dockerfile:1
 
 ARG CUDA_VER=12.0.1
-ARG PYTHON_VER=3.10
+ARG PYTHON_VER=3.11
 ARG LINUX_VER=ubuntu22.04
 
 ARG RAPIDS_VER=24.04
diff --git a/dockerhub-readme.md b/dockerhub-readme.md
index 414bc27f..bd4b863c 100644
--- a/dockerhub-readme.md
+++ b/dockerhub-readme.md
@@ -39,7 +39,7 @@ There are two types:
 
 The tag naming scheme for RAPIDS images incorporates key platform details into the tag as shown below:
 ```
-24.04-cuda11.8-py3.10
+24.04-cuda11.8-py3.11
  ^        ^      ^
  |        |      Python version
  |        |
@@ -48,7 +48,7 @@ The tag naming scheme for RAPIDS images incorporates key platform details into t
  RAPIDS version
 ```
 
-**Note: Nightly builds of the images have the RAPIDS version appended with an `a` (ie `24.04a-cuda11.8-py3.10`)**
+**Note: Nightly builds of the images have the RAPIDS version appended with an `a` (ie `24.04a-cuda11.8-py3.11`)**
 
 ## Usage
 
@@ -81,7 +81,7 @@ $ docker run \
     -e EXTRA_CONDA_PACKAGES="jq" \
     -e EXTRA_PIP_PACKAGES="beautifulsoup4" \
     -p 8888:8888 \
-    rapidsai/notebooks:24.04-cuda11.8-py3.10
+    rapidsai/notebooks:24.04-cuda11.8-py3.11
 ```
 
 ### Bind Mounts
@@ -106,7 +106,7 @@ $ docker run \
     --gpus all \
     -shm-size=1g --ulimit memlock=-1 --ulimit stack=67108864 \
     -v $(pwd)/environment.yml:/home/rapids/environment.yml \
-    rapidsai/base:24.04-cuda11.8-py3.10
+    rapidsai/base:24.04-cuda11.8-py3.11
 ```
 
 ### Use JupyterLab to Explore the Notebooks
diff --git a/matrix-test.yaml b/matrix-test.yaml
index 5588f97b..d57f63a7 100644
--- a/matrix-test.yaml
+++ b/matrix-test.yaml
@@ -3,11 +3,11 @@
 pull-request:
   - { CUDA_VER: '11.8', ARCH: 'amd64', PYTHON_VER: '3.9', GPU: 'v100', DRIVER: 'earliest' }
   - { CUDA_VER: '12.0', ARCH: 'amd64', PYTHON_VER: '3.10', GPU: 'v100', DRIVER: 'latest' }
-  - { CUDA_VER: '12.2', ARCH: 'arm64', PYTHON_VER: '3.10', GPU: 'a100', DRIVER: 'latest' }
+  - { CUDA_VER: '12.2', ARCH: 'arm64', PYTHON_VER: '3.11', GPU: 'a100', DRIVER: 'latest' }
 branch:
   - { CUDA_VER: '11.8', ARCH: 'amd64', PYTHON_VER: '3.9', GPU: 'v100', DRIVER: 'earliest' }
   - { CUDA_VER: '11.8', ARCH: 'amd64', PYTHON_VER: '3.9', GPU: 'v100', DRIVER: 'latest' }
   - { CUDA_VER: '12.0', ARCH: 'amd64', PYTHON_VER: '3.10', GPU: 'v100', DRIVER: 'latest' }
   - { CUDA_VER: '12.0', ARCH: 'arm64', PYTHON_VER: '3.10', GPU: 'a100', DRIVER: 'latest' }
-  - { CUDA_VER: '12.2', ARCH: 'amd64', PYTHON_VER: '3.10', GPU: 'v100', DRIVER: 'latest' }
-  - { CUDA_VER: '12.2', ARCH: 'arm64', PYTHON_VER: '3.10', GPU: 'a100', DRIVER: 'latest' }
+  - { CUDA_VER: '12.2', ARCH: 'amd64', PYTHON_VER: '3.11', GPU: 'v100', DRIVER: 'latest' }
+  - { CUDA_VER: '12.2', ARCH: 'arm64', PYTHON_VER: '3.11', GPU: 'a100', DRIVER: 'latest' }
diff --git a/matrix.yaml b/matrix.yaml
index b5924311..e5ae5620 100644
--- a/matrix.yaml
+++ b/matrix.yaml
@@ -5,5 +5,6 @@ CUDA_VER: # Should be `<major>.<minor>.<patch>` (e.g. `11.2.2`)
 PYTHON_VER:
   - "3.9"
   - "3.10"
+  - "3.11"
 DASK_SQL_VER:
   - "2024.1.0"
diff --git a/raft-ann-bench/README.md b/raft-ann-bench/README.md
index 4cc67abf..092073b1 100644
--- a/raft-ann-bench/README.md
+++ b/raft-ann-bench/README.md
@@ -36,7 +36,7 @@ export DATA_FOLDER=path/to/store/results/and/data
 docker run --gpus all --rm -it \
     -v $DATA_FOLDER:/home/rapids/benchmarks  \
     -u $(id -u) \
-    rapidsai/raft-ann-bench:24.04a-cuda11.8-py3.10 \
+    rapidsai/raft-ann-bench:24.04a-cuda11.8-py3.11 \
     "--dataset deep-image-96-angular" \
     "--normalize" \
     "--algorithms raft_cagra" \
@@ -50,7 +50,7 @@ export DATA_FOLDER=path/to/store/results/and/data # <- Results and datasets will
 docker run --gpus all --rm -it \
     -v $DATA_FOLDER:/home/rapids/benchmarks  \ # <- local folder to store datasets and results
     -u $(id -u) \ # <- this flag allows the container to use the host user for permissions
-    rapidsai/raft-ann-bench:24.04a-cuda11.8-py3.10 \ # <- image to use, either `raft-ann-bench` or `raft-ann-bench-datasets`
+    rapidsai/raft-ann-bench:24.04a-cuda11.8-py3.11 \ # <- image to use, either `raft-ann-bench` or `raft-ann-bench-datasets`
     "--dataset deep-image-96-angular" \ # <- dataset name
     "--normalize" \ # <- whether to normalize the dataset, leave string empty ("") to not normalize.
     "--algorithms raft_cagra" \ # <- what algorithm(s) to use as a ; separated list, as well as any other argument to pass to `raft_ann_benchmarks.run`
@@ -63,7 +63,7 @@ export DATA_FOLDER=path/to/store/results/and/data
 docker run  all --rm -it \
     -v $DATA_FOLDER:/home/rapids/benchmarks  \
     -u $(id -u) \ # <- this flag allows the container to use the host user for permissions
-    rapidsai/raft-ann-bench-cpu:24.04a-py3.10 \
+    rapidsai/raft-ann-bench-cpu:24.04a-py3.11 \
      "--dataset deep-image-96-angular" \
      "--normalize" \
      "--algorithms raft_cagra" \
@@ -77,7 +77,7 @@ export DATA_FOLDER=path/to/store/results/and/data
 docker run --gpus all --rm -it \
     -v $DATA_FOLDER:/home/rapids/benchmarks  \
     -u $(id -u) \
-    rapidsai/raft-ann-bench:24.04a-cuda11.8-py3.10 \
+    rapidsai/raft-ann-bench:24.04a-cuda11.8-py3.11 \
     --entrypoint /bin/bash
 ```
 
diff --git a/raft-ann-bench/cpu/Dockerfile b/raft-ann-bench/cpu/Dockerfile
index b0a32cce..51e9df10 100644
--- a/raft-ann-bench/cpu/Dockerfile
+++ b/raft-ann-bench/cpu/Dockerfile
@@ -1,6 +1,6 @@
 # syntax=docker/dockerfile:1
 
-ARG PYTHON_VER=3.10
+ARG PYTHON_VER=3.11
 ARG RAPIDS_VER=24.04
 
 FROM condaforge/mambaforge:23.3.1-0 as raft-ann-bench-cpu
diff --git a/raft-ann-bench/gpu/Dockerfile b/raft-ann-bench/gpu/Dockerfile
index dfc99faf..2b1d7c8b 100644
--- a/raft-ann-bench/gpu/Dockerfile
+++ b/raft-ann-bench/gpu/Dockerfile
@@ -1,7 +1,7 @@
 # syntax=docker/dockerfile:1
 
 ARG CUDA_VER=12.0.1
-ARG PYTHON_VER=3.10
+ARG PYTHON_VER=3.11
 ARG LINUX_VER=ubuntu22.04
 
 ARG RAPIDS_VER=24.04