| """ENGRAM Protocol — MAR (Manifold Attention Retrieval) | |
| Backward compatibility re-exports. All classes have moved to kvcos.core. | |
| Import from kvcos.core directly for new code. | |
| """ | |
| from kvcos.core.manifold_index import IndexEntry, ManifoldIndex | |
| from kvcos.core.retriever import EGRRetriever, RetrievalResponse, RetrievalResult | |
| from kvcos.core.state_extractor import ExtractionResult, MARStateExtractor, SVDProjection | |
| __all__ = [ | |
| "IndexEntry", | |
| "ManifoldIndex", | |
| "EGRRetriever", | |
| "RetrievalResponse", | |
| "RetrievalResult", | |
| "ExtractionResult", | |
| "MARStateExtractor", | |
| "SVDProjection", | |
| ] | |