Struct RagEngine 

pub struct RagEngine {
    pub config: RagConfig,
    pub store: Arc<dyn Store>,
    pub vector_index: Option<RagIndex>,
    pub embedding_model: Option<EnhancedEmbeddingModel>,
    pub quantum_state: Option<QuantumRetrievalState>,
    pub consciousness: Option<ConsciousnessIntegration>,
    pub graph_traversal: GraphTraversal,
    pub entity_extractor: EntityExtractor,
    pub query_processor: QueryProcessor,
    pub reasoning_engine: Option<AdvancedReasoningEngine>,
    pub knowledge_extractor: Option<KnowledgeExtractionEngine>,
}

Main RAG engine that coordinates all components

Fields

config: RagConfig

store: Arc<dyn Store>

vector_index: Option<RagIndex>

embedding_model: Option<EnhancedEmbeddingModel>

quantum_state: Option<QuantumRetrievalState>

consciousness: Option<ConsciousnessIntegration>

graph_traversal: GraphTraversal

entity_extractor: EntityExtractor

query_processor: QueryProcessor

reasoning_engine: Option<AdvancedReasoningEngine>

knowledge_extractor: Option<KnowledgeExtractionEngine>

Implementations

impl RagEngine

pub fn new(config: RagConfig, store: Arc<dyn Store>) -> Self

Create a new RAG engine with the given configuration

pub async fn with_vector_index( config: RagConfig, store: Arc<dyn Store>, _vector_dimensions: usize, ) -> Result<Self>

Create a new RAG engine with vector index configuration

pub async fn initialize(&mut self) -> Result<()>

Initialize the RAG engine with all components

pub async fn retrieve(&mut self, query: &str) -> Result<AssembledContext>

Perform comprehensive retrieval for a query

pub fn config(&self) -> &RagConfig

Get current configuration

pub fn set_config(&mut self, config: RagConfig)

Update configuration