from .config import *
from .document_processor import DocumentProcessor
from .embedding_models import BaseEmbedding, SentenceTransformerEmbedding, OpenAIEmbedding
from .vector_stores import BaseVectorStore, FAISSStore, ChromaStore
from .rag_methods import (
    BaseRAG,
    RAGResult,
    NaiveRAG,
    RerankRAG,
    ParentDocumentRAG,
    LLMFilterRAG,
    QueryRoutingRAG,
    MetadataFilterRAG,
    AdaptiveRAG,
    HybridSearchRAG,
    MultiQueryRAG,
    HyDERAG,
    StepBackRAG,
    ContextualCompressionRAG,
    SelfRAG,
    CorrectiveRAG,
    FLARERAG,
    RAPTORRAG,
    EnsembleRAG,
    BidFieldExtractionRAG,
    TableAwareRAG,
    GraphRAG,
    BM25RAG,
    TFIDFRAG,
    KeywordRAG,
)
try:
    from .benchmark import RAGBenchmark
except (ImportError, SyntaxError):
    RAGBenchmark = None

__version__ = "0.1.0"