# -*- coding: utf-8 -*-
"""RAG methods package for BidiRAG."""
from .base import RAGResult, BaseRAG
from .naive_rag import NaiveRAG
from .rerank_rag import RerankRAG
from .parent_document_rag import ParentDocumentRAG
from .llm_filter_rag import LLMFilterRAG
from .query_routing_rag import QueryRoutingRAG
from .metadata_filter_rag import MetadataFilterRAG
from .adaptive_rag import AdaptiveRAG
from .hybrid_search_rag import HybridSearchRAG
from .multi_query_rag import MultiQueryRAG
from .hyde_rag import HyDERAG
from .step_back_rag import StepBackRAG
from .contextual_compression_rag import ContextualCompressionRAG
from .self_rag import SelfRAG
from .corrective_rag import CorrectiveRAG
from .flare_rag import FLARERAG
from .raptor_rag import RAPTORRAG
from .ensemble_rag import EnsembleRAG
from .bid_field_extraction_rag import BidFieldExtractionRAG
from .table_aware_rag import TableAwareRAG
from .graph_rag import GraphRAG
from .bm25_rag import BM25RAG
from .tfidf_rag import TFIDFRAG
from .keyword_rag import KeywordRAG
from .bm25_html_tree_rag import BM25HTMLTreeRAG

__all__ = [
    'RAGResult', 'BaseRAG',
    'NaiveRAG', 'RerankRAG', 'ParentDocumentRAG', 'LLMFilterRAG',
    'QueryRoutingRAG', 'MetadataFilterRAG', 'AdaptiveRAG', 'HybridSearchRAG',
    'MultiQueryRAG', 'HyDERAG', 'StepBackRAG', 'ContextualCompressionRAG',
    'SelfRAG', 'CorrectiveRAG', 'FLARERAG', 'RAPTORRAG', 'EnsembleRAG',
    'BidFieldExtractionRAG', 'TableAwareRAG', 'GraphRAG',
    'BM25RAG', 'TFIDFRAG', 'KeywordRAG', 'BM25HTMLTreeRAG',
]