#################
 Semantic Schema
#################

.. note::

    SemanticSchema is supported since ``ibm-watsonx-ai 1.5.8`` and ``IBM Cloud Pak® for Data 5.4.x``.

.. autoclass:: ibm_watsonx_ai.foundation_models.semantic_schema.SemanticSchema
    :members:
    :exclude-members:
    :undoc-members:
    :show-inheritance:

*******************
 Schema Operations
*******************

The ``SemanticSchema`` class provides access to four specialized operation classes through its attributes:

- ``create`` - Create new schemas from documents
- ``improve`` - Improve existing schemas
- ``merge`` - Merge multiple schemas into one
- ``cluster`` - Cluster similar schemas

.. autoclass:: ibm_watsonx_ai.foundation_models.semantic_schema.create_schemas.CreateSchemas
    :members:
    :inherited-members:
    :undoc-members:
    :show-inheritance:

.. autoclass:: ibm_watsonx_ai.foundation_models.semantic_schema.improve_schemas.ImproveSchemas
    :members:
    :inherited-members:
    :undoc-members:
    :show-inheritance:

.. autoclass:: ibm_watsonx_ai.foundation_models.semantic_schema.merge_schemas.MergeSchemas
    :members:
    :inherited-members:
    :undoc-members:
    :show-inheritance:

.. autoclass:: ibm_watsonx_ai.foundation_models.semantic_schema.cluster_schemas.ClusterSchemas
    :members:
    :inherited-members:
    :undoc-members:
    :show-inheritance: