:orphan:

.. _auto_examples-index:

Basic-RAG Cookbooks
---------------------

Below is a gallery of examples, demonstrating the use of Basic-RAG.



.. raw:: html

    <div class="sphx-glr-thumbnails">

.. thumbnail-parent-div-open

.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="  Illustration of refine chain (Source: LangChain)">

.. only:: html

  .. image:: /auto_examples/Basic-RAG/images/thumb/sphx_glr_BasicRAG_refine_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_Basic-RAG_BasicRAG_refine.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Refine Chain</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="  Illustration of stuff chain (Source: LangChain)">

.. only:: html

  .. image:: /auto_examples/Basic-RAG/images/thumb/sphx_glr_BasicRAG_stuff_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_Basic-RAG_BasicRAG_stuff.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Stuff Chain</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Document Ingestion">

.. only:: html

  .. image:: /auto_examples/Basic-RAG/images/thumb/sphx_glr_BasicRAG_ingest_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_Basic-RAG_BasicRAG_ingest.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Document Ingestion</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip=" Note that this cookbook assumes that you already have the Llama-2-13b-chat LLM ready, `for mor...">

.. only:: html

  .. image:: /auto_examples/Basic-RAG/images/thumb/sphx_glr_BasicRAG_CustomPrompt_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_Basic-RAG_BasicRAG_CustomPrompt.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Custom Prompts</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Note that this cookbook assumes that you already have the Llama-2-13b-chat LLM ready,  `for mor...">

.. only:: html

  .. image:: /auto_examples/Basic-RAG/images/thumb/sphx_glr_BasicRAG_FewShotPrompt_thumb.png
    :alt:

  :ref:`sphx_glr_auto_examples_Basic-RAG_BasicRAG_FewShotPrompt.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Custom Few-Shot Prompts</div>
    </div>


.. thumbnail-parent-div-close

.. raw:: html

    </div>


.. toctree::
   :hidden:

   /auto_examples/Basic-RAG/BasicRAG_refine
   /auto_examples/Basic-RAG/BasicRAG_stuff
   /auto_examples/Basic-RAG/BasicRAG_ingest
   /auto_examples/Basic-RAG/BasicRAG_CustomPrompt
   /auto_examples/Basic-RAG/BasicRAG_FewShotPrompt


.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-gallery

    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download all examples in Python source code: Basic-RAG_python.zip </auto_examples/Basic-RAG/Basic-RAG_python.zip>`

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download all examples in Jupyter notebooks: Basic-RAG_jupyter.zip </auto_examples/Basic-RAG/Basic-RAG_jupyter.zip>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_