Module retrieval 

Preparing memory context before the model asks for it.

The pipeline runs entirely off the response path: a plan is derived from the transcript, queries are fused, and a budgeted snapshot is frozen into state. When the recall_context tool call arrives, serving it is a state read.

Re-exports

pub use assembler::ContextAssembler;

pub use deterministic::DeterministicPlanner;

pub use deterministic::KnownEntities;

pub use deterministic::RetrievalSignal;

pub use embedding::embedding_text;

pub use embedding::frontmatter_prose;

pub use embedding::predicate_line;

pub use extractor::BoundedPlanExtractor;

pub use extractor::DeterministicPlanExtractor;

pub use extractor::RETRIEVAL_PLAN_INSTRUCTION;

pub use extractor::RetrievalExtractionContext;

pub use extractor::RetrievalPlanExtractor;

pub use extractor::context_for;

pub use extractor::retrieval_plan_schema;

pub use fusion::FusedCandidate;

pub use fusion::RRF_K;

pub use fusion::reciprocal_rank_fusion;

pub use plan::RetrievalEntity;

pub use plan::RetrievalIntent;

pub use plan::RetrievalPlan;

pub use plan::TemporalConstraint;

pub use plan::limits;

pub use retriever::IndexHandle;

pub use retriever::LocalMemoryRetriever;

pub use retriever::MemoryRetriever;

pub use retriever::RetrievalBudget;

pub use retriever::RetrievalRequest;

pub use retriever::SemanticFallback;

pub use semantic::Embedder;

pub use semantic::PrecomputedSemanticIndex;

pub use semantic::RERANK_DEPTH;

pub use semantic::StaticEmbedder;

pub use snapshot::PreparedMemorySnapshot;

pub use snapshot::RetrievedMemory;

pub use snapshot::SNAPSHOT_TTL_SECONDS;

pub use snapshot::estimate_tokens;

pub use snapshot::fuse_snapshots;

pub use vocabulary::DEFAULT_LIMIT as MEMORY_MAP_LIMIT;

pub use vocabulary::memory_map;

pub use vocabulary::memory_map_with_limit;

Modules

assembler

Context assembly — turning a ranked candidate list into a bounded snapshot.

deterministic

Rule-based retrieval planning.

embedding

The text a record should be embedded as.

extractor

The out-of-band retrieval-plan extractor seam.

fusion

Reciprocal rank fusion across independent lexical queries.

plan

The retrieval plan — a transient, query-oriented reading of the transcript.

retriever

The retrieval pipeline: plan in, prepared snapshot out.

semantic

A precomputed, quantized semantic index.

snapshot

Prepared memory snapshots — the immutable unit the model consumes.

vocabulary

An inventory of what a user’s memory contains, for the model to read.