Uses of Interface
com.tnsai.intelligence.rag.RAGStrategy

Packages that use RAGStrategy

Package	Description
com.tnsai.intelligence.rag	RAG (Retrieval-Augmented Generation) strategy SPI.
com.tnsai.intelligence.rag.binding

Uses of RAGStrategy in com.tnsai.intelligence.rag

Classes in com.tnsai.intelligence.rag that implement RAGStrategy

Modifier and Type	Class	Description
final class	GraphRAGStrategy	Deterministic, bounded graph traversal retrieval strategy.
final class	HierarchicalRAGStrategy	Expands ranked child hits through a deterministic parent hierarchy.
final class	HybridRAGStrategy	RAG strategy that fuses BM25, vector similarity, and — when a GraphRAGStrategy is supplied — knowledge-graph hits via Reciprocal Rank Fusion (RRF).
final class	KeywordRAGStrategy	RAG strategy that uses BM25-style keyword matching.
final class	MultiQueryRAGStrategy	Expands one query, retrieves every unique variation through the same source-scoped base strategy, and fuses the results deterministically.
final class	ReasoningRAGStrategy	Descends a document tree with a model choosing the branch, without scoring.
final class	TemporalRAGStrategy	Re-ranks content-relevant child hits with bounded time decay.
final class	VectorRAGStrategy	RAG strategy that uses embedding-based semantic similarity search.

Methods in com.tnsai.intelligence.rag that return RAGStrategy

Modifier and Type	Method	Description
RAGStrategy	RAGPipeline.strategy()	Returns the strategy used by this pipeline.

Methods in com.tnsai.intelligence.rag with parameters of type RAGStrategy

Modifier and Type	Method	Description
static RAGPipeline.Builder	RAGPipeline.builder(RAGStrategy strategy)	Creates a new builder for constructing a pipeline.

Constructors in com.tnsai.intelligence.rag with parameters of type RAGStrategy

Modifier	Constructor	Description
	HierarchicalRAGStrategy(RAGStrategy childStrategy, HierarchyIndex index, Set<String> allowedSources, int maxDepth, double parentScoreDecay)	Creates a hierarchical retrieval strategy.
	MultiQueryRAGStrategy(RAGStrategy baseStrategy, QueryExpander expander, com.tnsai.annotations.Search.QueryExpansion mode, String model, int maxExpansions)	Creates a strategy with no external cancellation signal.
	MultiQueryRAGStrategy(RAGStrategy baseStrategy, QueryExpander expander, com.tnsai.annotations.Search.QueryExpansion mode, String model, int maxExpansions, com.tnsai.cancellation.CancellationToken cancellationToken)	Creates a strategy with an explicit cooperative cancellation signal.
	TemporalRAGStrategy(RAGStrategy childStrategy, TemporalIndex index, Set<String> allowedSources, Clock clock, Duration halfLife, double relevanceFloor, Duration maxFutureSkew)	Creates a temporal retrieval strategy.

Uses of RAGStrategy in com.tnsai.intelligence.rag.binding

Methods in com.tnsai.intelligence.rag.binding that return RAGStrategy

Modifier and Type	Method	Description
RAGStrategy	RoleRagBinding.strategyFor(com.tnsai.annotations.Search.Strategy requested)	Builds the RAGStrategy matching the requested @Search.strategy.
RAGStrategy	RoleRagBinding.strategyFor(com.tnsai.annotations.Search.Strategy requested, String navigatorModel)	Builds the requested strategy, supplying the tree-navigation model Search.Strategy.REASONING needs.