#####
 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:

HybridSemanticChunker
=====================

.. autoclass:: ibm_watsonx_ai.foundation_models.extensions.rag.chunker.hybrid_semantic_chunker.HybridSemanticChunker
    :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:

MilvusVectorStore
=================

.. autoclass:: ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.adapters.milvus_adapter.MilvusVectorStore
    :members:
    :exclude-members:
    :undoc-members:
    :show-inheritance:

ElasticsearchVectorStore
========================

.. autoclass:: ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.adapters.es_adapter.ElasticsearchVectorStore
    :members:
    :exclude-members:
    :undoc-members:
    :show-inheritance:

.. autoclass:: ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.adapters.es_utils.HybridStrategyElasticsearch
    :members:
    :exclude-members:
    :undoc-members:
    :show-inheritance:

DB2VectorStore
==============

.. autoclass:: ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.adapters.db2_adapter.DB2VectorStore
    :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: