haive.agents.rag.corrective.agent
=================================

.. py:module:: haive.agents.rag.corrective.agent

.. autoapi-nested-parse::

   Corrective RAG (CRAG) Agent.

   from typing import Any, Dict
   Self-correcting retrieval with quality assessment.
   Implements architecture from rag-architectures-flows.md:
   Retrieval → Relevance Check → Knowledge Refinement/Web Search/Combine



Classes
-------

.. autoapisummary::

   haive.agents.rag.corrective.agent.CorrectiveRAGAgent


Module Contents
---------------

.. py:class:: CorrectiveRAGAgent

   Bases: :py:obj:`haive.agents.multi.base.ConditionalAgent`


   Corrective RAG with self-correcting retrieval.


   .. py:method:: from_documents(documents, llm_config = None, relevance_threshold = 0.7, **kwargs)
      :classmethod:


      Create Corrective RAG from documents.

      :param documents: Documents to index
      :param llm_config: Optional LLM configuration
      :param relevance_threshold: Threshold for document relevance
      :param \*\*kwargs: Additional arguments

      :returns: CorrectiveRAGAgent instance