Module entity 

Entity extraction and management Entity and relationship extraction.

Pulls entities and relationships out of text chunks. The active extractor is chosen at runtime from Config: pattern-based regex, multi-round LLM gleaning, single-pass LLM, or GLiNER joint NER+RE (feature gliner).

Re-exports

pub use atomic_fact_extractor::AtomicFact;

pub use atomic_fact_extractor::AtomicFactExtractor;

pub use bidirectional_index::BidirectionalIndex;

pub use bidirectional_index::IndexStatistics;

pub use gleaning_extractor::ExtractionCompletionStatus;

pub use gleaning_extractor::GleaningConfig;

pub use gleaning_extractor::GleaningEntityExtractor;

pub use llm_extractor::LLMEntityExtractor;

pub use llm_relationship_extractor::ExtractedEntity;

pub use llm_relationship_extractor::ExtractedRelationship;

pub use llm_relationship_extractor::ExtractionResult;

pub use llm_relationship_extractor::LLMRelationshipExtractor;

pub use llm_relationship_extractor::TripleValidation;

pub use semantic_merging::EntityMergeDecision;

pub use semantic_merging::MergingStatistics;

pub use semantic_merging::SemanticEntityMerger;

pub use string_similarity_linker::EntityLinkingConfig;

pub use string_similarity_linker::StringSimilarityLinker;

Modules

atomic_fact_extractor

ATOM atomic fact extraction module (Phase 1.3) ATOM Atomic Fact Extraction

bidirectional_index

Bidirectional entity-chunk index for fast lookups Bidirectional Entity-Chunk Index

gleaning_extractor

Gleaning-based entity extraction module Gleaning-based entity extraction with TRUE LLM inference

llm_extractor

LLM-based entity extractor (TRUE LLM extraction, not pattern-based) LLM-based entity and relationship extraction

llm_relationship_extractor

LLM-based relationship extraction module LLM-based relationship extraction following Microsoft GraphRAG methodology

prompts

Prompt templates for LLM-based extraction Prompt templates for LLM-based entity and relationship extraction

semantic_merging

Semantic entity merging module

string_similarity_linker

String similarity-based entity linking module String Similarity-based Entity Linking

Structs

EntityExtractor

Entity extraction system with dynamic configuration support