"""
RAG and LLM Subpackage
Contains FAISS indexing, dense semantic search, and LLM explainer modules.
"""

import os
import sys

sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))

from rag_pipeline import build_and_save_index, LogRetriever, generate_natural_language_logs
from llm_explainer import LLMExplainer, clean_report

__all__ = [
    'build_and_save_index',
    'LogRetriever',
    'generate_natural_language_logs',
    'LLMExplainer',
    'clean_report'
]