diff --git a/.circleci/config.yml b/.circleci/config.yml
new file mode 100644
index 00000000..d0b4d8db
--- /dev/null
+++ b/.circleci/config.yml
@@ -0,0 +1,177 @@
+version: 2.1
+orbs:
+  win: circleci/windows@5.0
+  python: circleci/python@1.2
+
+jobs:
+  build-linux:
+    docker:
+      - image: circleci/python:3.8
+    steps:
+      - checkout
+      - run:
+          name: Install dependencies
+          command: |
+            sudo apt-get update
+            sudo apt-get install -y cmake build-essential
+            pip install setuptools wheel cmake
+      - run:
+          name: Build C library
+          command: |
+            git submodule init
+            git submodule update
+            cd gpt4all-backend/llmodel
+            mkdir build
+            cd build
+            cmake ..
+            cmake --build . --parallel
+      - run:
+          name: Build wheel
+          command: |
+            cd gpt4all-bindings/python/
+            python setup.py bdist_wheel --plat-name=manylinux1_x86_64
+      - persist_to_workspace:
+          root: gpt4all-bindings/python/dist
+          paths:
+            - "*.whl"
+
+  build-macos:
+    macos:
+      xcode: "14.2.0"
+    resource_class: macos.m1.large.gen1
+    steps:
+      - checkout
+      - run:
+          name: Install dependencies
+          command: |
+            brew install cmake
+            pip install setuptools wheel cmake
+      - run:
+          name: Build C library
+          command: |
+            git submodule init
+            git submodule update
+            cd gpt4all-backend/llmodel
+            mkdir build
+            cd build
+            cmake .. -DCMAKE_OSX_ARCHITECTURES="x86_64;arm64"
+            cmake --build . --parallel
+      - run:
+          name: Build wheel
+          command: |
+            cd gpt4all-bindings/python
+            python setup.py bdist_wheel --plat-name=macosx_10_9_universal2
+      - persist_to_workspace:
+          root: gpt4all-bindings/python/dist
+          paths:
+            - "*.whl"
+
+  # build-linux:
+  #   docker:
+  #     - image: circleci/python:3.8
+  #   steps:
+  #     - checkout
+  #     - run:
+  #         name: Install dependencies
+  #         command: |
+  #           sudo apt-get update
+  #           sudo apt-get install -y cmake build-essential
+  #           pip install setuptools wheel cmake
+  #     - run:
+  #         name: Install MingW
+  #         command: sudo apt-get install -y mingw-w64
+  #     - run:
+  #         name: Build C library
+  #         command: |
+  #           git submodule init
+  #           git submodule update
+  #           cd llmodel
+  #           mkdir build
+  #           cd build
+  #           cmake \
+  #             -DCMAKE_SYSTEM_NAME=Windows \
+  #             -DCMAKE_C_COMPILER=x86_64-w64-mingw32-gcc \
+  #             -DCMAKE_CXX_COMPILER=x86_64-w64-mingw32-g++ \
+  #             -DCMAKE_EXECUTABLE_SUFFIX=".exe" \
+  #             -DCMAKE_SHARED_LIBRARY_SUFFIX=".dll" \
+  #             ..
+  #           cmake --build . --parallel
+  #     - run:
+  #         name: Build wheel
+  #         command: |
+  #           cd bindings/python/
+  #           python setup.py bdist_wheel --plat-name=manylinux1_x86_64
+  #     - persist_to_workspace:
+  #         root: bindings/python/dist
+  #         paths:
+  #           - "*.whl"
+
+  build-windows:
+    executor:
+      name: win/default
+    steps:
+      - checkout
+      - run:
+          name: Install MinGW64
+          command: choco install -y mingw --force --no-progress
+      - run:
+          name: Add MinGW64 to PATH
+          command: $env:Path += ";C:\ProgramData\chocolatey\lib\mingw\tools\install\mingw64\bin"
+      - run:
+          name: Install dependencies
+          command: choco install -y cmake --installargs 'ADD_CMAKE_TO_PATH=System'
+      - run:
+          name: Install Python dependencies
+          command: pip install setuptools wheel cmake
+      - run:
+          name: Build C library
+          command: |
+            git submodule init
+            git submodule update
+            cd gpt4all-backend/llmodel
+            mkdir build
+            cd build
+            cmake -G "MinGW Makefiles" .. 
+            cmake --build . --parallel
+      - run:
+          name: Build wheel
+          command: |
+            cd gpt4all-bindings/python
+            python setup.py bdist_wheel --plat-name=win_amd64
+      - persist_to_workspace:
+          root: gpt4all-bindings/python/dist
+          paths:
+            - "*.whl"
+
+  store-and-upload-wheels:
+    docker:
+      - image: circleci/python:3.8
+    steps:
+      - setup_remote_docker
+      - attach_workspace:
+          at: /tmp/workspace
+      - run:
+          name: Install dependencies
+          command: |
+            sudo apt-get update
+            sudo apt-get install -y cmake build-essential
+            pip install setuptools wheel twine
+      # - run:
+      #     name: Upload Python package
+      #     command: |
+      #       twine upload /tmp/workspace/*.whl --username __token__ --password $PYPI_CRED
+      - store_artifacts:
+          path: /tmp/workspace
+
+workflows:
+  version: 2
+  build-deploy:
+    jobs:
+      #- build-linux
+      #- build-macos
+      - build-windows
+      - store-and-upload-wheels:
+          requires:
+            - build-windows
+      #      - build-linux
+      #      - build-macos
diff --git a/gpt4all-bindings/python/README.md b/gpt4all-bindings/python/README.md
index 4275fbb4..057704d1 100644
--- a/gpt4all-bindings/python/README.md
+++ b/gpt4all-bindings/python/README.md
@@ -38,4 +38,3 @@ messages = [{"role": "user", "content": "Name 3 colors"}]
 gptj.chat_completion(messages)
 
 ```
-
diff --git a/gpt4all-bindings/python/gpt4all/pyllmodel.py b/gpt4all-bindings/python/gpt4all/pyllmodel.py
index c08b7919..bfba0468 100644
--- a/gpt4all-bindings/python/gpt4all/pyllmodel.py
+++ b/gpt4all-bindings/python/gpt4all/pyllmodel.py
@@ -7,7 +7,7 @@ import re
 import sys
 
 # TODO: provide a config file to make this more robust
-LLMODEL_PATH = os.path.join("llmodel_DO_NOT_MODIFY", "build")
+LLMODEL_PATH = os.path.join("llmodel_DO_NOT_MODIFY", "build").replace("\\", "\\\\")
 
 def load_llmodel_library():
     system = platform.system()