
    i                     4    d Z ddlmZmZmZmZ g dZd Zd Zy)z
LiteLLM RAG (Retrieval Augmented Generation) Module.

Provides an all-in-one API for document ingestion:
Upload -> (OCR) -> Chunk -> Embed -> Vector Store
    )aingestaqueryingestquery)r   r   r   r   c                  4   K   t        | i | d{   S 7 w)zAlias for aingest.N)r   argskwargss     e/Users/manta/Documents/Projects/TheRoad-I1/.venv/lib/python3.12/site-packages/litellm/rag/__init__.pyarag_ingestr      s     $)&))))s   c                      t        | i |S )zAlias for ingest.)r   r   s     r   
rag_ingestr      s    4"6""    N)	__doc__litellm.rag.mainr   r   r   r   __all__r   r    r   r   <module>r      s!    < ;
2*
#r   