diff --git a/.github/workflows/ibis-ci.yml b/.github/workflows/ibis-ci.yml
index e0c191fd3..f7bc65112 100644
--- a/.github/workflows/ibis-ci.yml
+++ b/.github/workflows/ibis-ci.yml
@@ -55,13 +55,14 @@ jobs:
             ~/.cargo/registry/index/
             ~/.cargo/registry/cache/
             ~/.cargo/git/db/
-            ibis-server/rust/target/
-          key: ${{ runner.os }}-cargo-${{ hashFiles('ibis-server/rust/Cargo.lock') }}
-      - name: Test rust code
-        working-directory: ./ibis-server/rust
-        run: cargo test
-      - name: Build rust code be a python dependency
-        run: poetry run maturin develop
+            wren-modeling-py/target/
+          key: ${{ runner.os }}-cargo-${{ hashFiles('wren-modeling-py/Cargo.lock') }}
+      - uses: PyO3/maturin-action@v1
+        working-directory: wren-modeling-py
+        with:
+          command: build
+      - name: Install wren-modeling-py
+        run: poetry run pip install ./wren-modeling-py/target/wheels/wren_modeling_py-*.whl
       - name: Run tests
         env:
           WREN_ENGINE_ENDPOINT: http://localhost:8080
diff --git a/.github/workflows/modeling-py-ci.yml b/.github/workflows/modeling-py-ci.yml
new file mode 100644
index 000000000..8ceb69203
--- /dev/null
+++ b/.github/workflows/modeling-py-ci.yml
@@ -0,0 +1,199 @@
+# This file is autogenerated by maturin v1.6.0
+# To update, run
+#
+#    maturin generate-ci --pytest github
+#
+name: Modeling Python CI
+
+on:
+  push:
+    branches:
+      - main
+    tags:
+      - '*'
+  pull_request:
+    paths:
+      - 'wren-modeling-py/**'
+  workflow_dispatch:
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.number }}
+  cancel-in-progress: true
+
+defaults:
+  run:
+    working-directory: wren-modeling-py
+
+permissions:
+  contents: read
+
+jobs:
+  linux:
+    runs-on: ${{ matrix.platform.runner }}
+    strategy:
+      matrix:
+        platform:
+          - runner: ubuntu-latest
+            target: x86_64
+          - runner: ubuntu-latest
+            target: x86
+          - runner: ubuntu-latest
+            target: aarch64
+          - runner: ubuntu-latest
+            target: armv7
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: 3.11
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.platform.target }}
+          args: --find-interpreter
+          sccache: 'true'
+          manylinux: auto
+      - name: pytest
+        if: ${{ startsWith(matrix.platform.target, 'x86_64') }}
+        shell: bash
+        run: |
+          set -e
+          python3 -m venv .venv
+          source .venv/bin/activate
+          pip install wren-modeling-py --find-links dist --force-reinstall
+          pip install pytest
+          pytest
+      - name: pytest
+        if: ${{ !startsWith(matrix.platform.target, 'x86') && matrix.platform.target != 'ppc64' }}
+        uses: uraimo/run-on-arch-action@v2
+        with:
+          arch: ${{ matrix.platform.target }}
+          distro: ubuntu22.04
+          githubToken: ${{ github.token }}
+          install: |
+            apt-get update
+            apt-get install -y --no-install-recommends python3 python3-pip
+            pip3 install -U pip pytest
+          run: |
+            set -e
+            pip3 install wren-modeling-py --find-links dist --force-reinstall
+            pytest
+
+  musllinux:
+    runs-on: ${{ matrix.platform.runner }}
+    strategy:
+      matrix:
+        platform:
+          - runner: ubuntu-latest
+            target: x86_64
+          - runner: ubuntu-latest
+            target: x86
+          - runner: ubuntu-latest
+            target: aarch64
+          - runner: ubuntu-latest
+            target: armv7
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: 3.11
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.platform.target }}
+          args: --find-interpreter
+          sccache: 'true'
+          manylinux: musllinux_1_2
+      - name: pytest
+        if: ${{ startsWith(matrix.platform.target, 'x86_64') }}
+        uses: addnab/docker-run-action@v3
+        with:
+          image: alpine:latest
+          options: -v ${{ github.workspace }}:/io -w /io
+          run: |
+            set -e
+            apk add py3-pip py3-virtualenv
+            python3 -m virtualenv .venv
+            source .venv/bin/activate
+            pip install wren-modeling-py --no-index --find-links dist --force-reinstall
+            pip install pytest
+            pytest
+      - name: pytest
+        if: ${{ !startsWith(matrix.platform.target, 'x86') }}
+        uses: uraimo/run-on-arch-action@v2
+        with:
+          arch: ${{ matrix.platform.target }}
+          distro: alpine_latest
+          githubToken: ${{ github.token }}
+          install: |
+            apk add py3-virtualenv
+          run: |
+            set -e
+            python3 -m virtualenv .venv
+            source .venv/bin/activate
+            pip install pytest
+            pip install wren-modeling-py --find-links dist --force-reinstall
+            pytest
+
+  windows:
+    runs-on: ${{ matrix.platform.runner }}
+    strategy:
+      matrix:
+        platform:
+          - runner: windows-latest
+            target: x64
+          - runner: windows-latest
+            target: x86
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: 3.11
+          architecture: ${{ matrix.platform.target }}
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.platform.target }}
+          args: --find-interpreter
+          sccache: 'true'
+      - name: pytest
+        if: ${{ !startsWith(matrix.platform.target, 'aarch64') }}
+        shell: bash
+        run: |
+          set -e
+          python3 -m venv .venv
+          source .venv/Scripts/activate
+          pip install wren-modeling-py --find-links dist --force-reinstall
+          pip install pytest
+          pytest
+
+  macos:
+    runs-on: ${{ matrix.platform.runner }}
+    strategy:
+      matrix:
+        platform:
+          - runner: macos-12
+            target: x86_64
+          - runner: macos-14
+            target: aarch64
+          - runner: macos-14
+            target: arm64
+    steps:
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: 3.11
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.platform.target }}
+          args: --find-interpreter
+          sccache: 'true'
+      - name: pytest
+        run: |
+          set -e
+          python3 -m venv .venv
+          source .venv/bin/activate
+          pip install wren-modeling-py --find-links dist --force-reinstall
+          pip install pytest
+          pytest