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 Examples
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Learn by example! Explore our comprehensive collection of Jupyter notebooks demonstrating real-world use cases and best
practices for the ``ibm-watsonx-ai`` SDK.

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 Where to Find Them
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📓 **GitHub Repository**
    Browse the complete collection of sample notebooks:

    `IBM watsonx.ai Samples <https://github.com/IBM/watsonx-ai-samples>`_

🌐 **IBM Resource Hub**
    Access interactive notebooks directly in your browser:

    `watsonx.ai Resource Hub <https://dataplatform.cloud.ibm.com/samples?context=wx&tab=samples>`_

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 Python SDK Notebooks
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**Cloud Notebooks**

    Explore Python SDK notebooks for IBM watsonx.ai for IBM Cloud:

    - `Foundation Models Notebooks
      <https://github.com/IBM/watsonx-ai-samples/tree/master/cloud/notebooks/python_sdk/deployments/foundation_models>`_
    - `AutoAI Notebooks
      <https://github.com/IBM/watsonx-ai-samples/tree/master/cloud/notebooks/python_sdk/experiments/autoai>`_
    - `AutoAI RAG Notebooks
      <https://github.com/IBM/watsonx-ai-samples/tree/master/cloud/notebooks/python_sdk/experiments/autoai_rag>`_
    - `And many more ... <https://github.com/IBM/watsonx-ai-samples/tree/master/cloud/notebooks/python_sdk>`_

**CPD Notebooks**

    Explore Python SDK notebooks for IBM watsonx.ai software:

    - `CPD 5.0 Python SDK Notebooks
      <https://github.com/IBM/watsonx-ai-samples/tree/master/cpd5.0/notebooks/python_sdk>`_
    - `CPD 5.1 Python SDK Notebooks
      <https://github.com/IBM/watsonx-ai-samples/tree/master/cpd5.1/notebooks/python_sdk>`_
    - `CPD 5.2 Python SDK Notebooks
      <https://github.com/IBM/watsonx-ai-samples/tree/master/cpd5.2/notebooks/python_sdk>`_
    - `CPD 5.3 Python SDK Notebooks
      <https://github.com/IBM/watsonx-ai-samples/tree/master/cpd5.3/notebooks/python_sdk>`_