RAG
===

.. note::
        Added in 1.1.x release

Chunkers
--------

LangChainChunker
^^^^^^^^^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.extensions.rag.chunker.langchain_chunker.LangChainChunker
   :members:
   :exclude-members:
   :undoc-members:
   :show-inheritance:

BaseChunker
^^^^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.extensions.rag.chunker.base_chunker.BaseChunker
   :members:
   :exclude-members:
   :undoc-members:
   :show-inheritance:


Retrievers
----------

.. autoclass:: ibm_watsonx_ai.foundation_models.extensions.rag.retriever.retriever.Retriever
   :members:
   :exclude-members:
   :undoc-members:
   :show-inheritance:


.. autoclass:: ibm_watsonx_ai.foundation_models.extensions.rag.retriever.retriever.RetrievalMethod
   :members:
   :exclude-members:
   :undoc-members:
   :show-inheritance:


.. autoclass:: ibm_watsonx_ai.foundation_models.extensions.rag.retriever.retriever.BaseRetriever
   :members:
   :exclude-members:
   :undoc-members:
   :show-inheritance:


Vector Stores
-------------


VectorStore
^^^^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store.VectorStore
   :members:
   :exclude-members:
   :undoc-members:
   :show-inheritance:


BaseVectorStore
^^^^^^^^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.base_vector_store.BaseVectorStore
   :members:
   :exclude-members:
   :undoc-members:
   :show-inheritance:


VectorStoreConnector
^^^^^^^^^^^^^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store_connector.VectorStoreConnector
   :members:
   :exclude-members:
   :undoc-members:
   :show-inheritance:

VectorStoreDataSourceType
^^^^^^^^^^^^^^^^^^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store_connector.VectorStoreDataSourceType
   :members:
   :exclude-members:
   :undoc-members:
   :show-inheritance:

LangChainVectorStoreAdapter
^^^^^^^^^^^^^^^^^^^^^^^^^^^

.. autoclass:: ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.langchain_vector_store_adapter.LangChainVectorStoreAdapter
   :members:
   :exclude-members:
   :undoc-members:
   :show-inheritance: