Initial commit

libs/rag/__init__.py

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+"""Qdrant collections CRUD, hybrid search, rerank wrapper, de-identification utilities."""
+
+from .collection_manager import QdrantCollectionManager
+from .pii_detector import PIIDetector
+from .retriever import RAGRetriever
+from .utils import rag_search_for_citations
+
+__all__ = [
+    "PIIDetector",
+    "QdrantCollectionManager",
+    "RAGRetriever",
+    "rag_search_for_citations",
+]