""" Entity Resolution Module for LightRAG Provides automatic entity deduplication using a 3-layer approach: 1. Case normalization (exact match) 2. Fuzzy string matching (typos) 3. Vector similarity + LLM verification (semantic matches) """ from .resolver import ( resolve_entity, resolve_entity_with_vdb, ResolutionResult, get_cached_alias, store_alias, fuzzy_similarity, ) from .config import EntityResolutionConfig, DEFAULT_CONFIG __all__ = [ "resolve_entity", "resolve_entity_with_vdb", "ResolutionResult", "EntityResolutionConfig", "DEFAULT_CONFIG", "get_cached_alias", "store_alias", "fuzzy_similarity", ]