> ## Documentation Index
> Fetch the complete documentation index at: https://docs.domino.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Create an Intel AI Kit Environment

The Intel OneAPI and AI Analytics Toolkit (AI Kit) provides familiar Python tools and frameworks to accelerate end-to-end data science and analytics pipelines on Intel® architecture. The components are built using oneAPI libraries for low-level compute optimizations. This toolkit maximizes performance from preprocessing through machine learning and provides interoperability for efficient model development.

## Run AI Kit in Domino

Many pre-built AI Kit Docker images run natively in Domino. See [https://hub.docker.com/r/intel/oneapi-aikit](https://hub.docker.com/r/intel/oneapi-aikit) for a list of available images on Dockerhub.

1. [Create a new Environment](/cloud/platform-capabilities/core-concepts/compute-environments/manage-compute-environments/3-create-an-environment) from a custom image.

2. Paste or type the Docker registry path of the image that you want to use in the **FROM** field. For example, `intel/oneapi-aikit:latest`.

   The Environment includes the following packages:

   ```
   intel-aikit-getting-started
   intel-basekit-getting-started
   intel-level-zero-gpu
   intel-oneapi-advisor
   intel-oneapi-ccl-devel
   intel-oneapi-common-licensing
   intel-oneapi-common-vars
   intel-oneapi-compiler-dpcpp-cpp
   intel-oneapi-dal-devel
   intel-oneapi-dev-utilities
   intel-oneapi-dnnl-devel
   intel-oneapi-dpcpp-debugger
   intel-oneapi-ippcp-devel
   intel-oneapi-ipp-devel
   intel-oneapi-libdpstd-devel
   intel-oneapi-mkl-devel
   intel-oneapi-model-zoo
   intel-oneapi-onevpl-devel
   intel-oneapi-python
   intel-oneapi-pytorch
   intel-oneapi-tbb-devel
   intel-oneapi-tensorflow
   intel-oneapi-vtune
   intel-opencl-icd
   level-zero
   level-zero-dev
   ```

3. After the environment is built, [create a new Workspace](/cloud/platform-capabilities/core-concepts/workspaces/launch-a-workspace).

See the following for more information:

* [Intel AI Analytics Toolkit (AI Kit)](https://www.intel.com/content/www/us/en/developer/topic-technology/ai-pc/overview.html)

* [AI Kit containers on Dockerhub](https://hub.docker.com/r/intel/oneapi-aikit)

* [Code samples](https://github.com/oneapi-src/oneAPI-samples/tree/master/AI-and-Analytics) on GitHub