sqlitevec

package
v0.3.2 Latest Latest
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Published: Jun 14, 2026 License: AGPL-3.0 Imports: 11 Imported by: 0

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Types

type Store

type Store struct {
	// contains filtered or unexported fields
}

Store is a sqlite-vec backed store.Store.

func Open

func Open(ctx context.Context, path string, dims int) (*Store, error)

Open opens (creating if needed) the sqlite database at path and ensures the schema exists for the given embedding dimensionality.

func (*Store) Close

func (s *Store) Close() error

Close closes the underlying database.

func (*Store) Delete

func (s *Store) Delete(ctx context.Context, namespace, id string) error

Delete removes a memory and its index entries.

func (*Store) DeleteIfExpiredBefore

func (s *Store) DeleteIfExpiredBefore(ctx context.Context, namespace, id string, cutoff time.Time) error

DeleteIfExpiredBefore removes a memory only if its expiry is still at or before cutoff. Returns ErrNotFound when the memory is absent or its TTL was slid past cutoff by Reinforce since the last ListExpired call.

func (*Store) DeleteNamespace added in v0.0.8

func (s *Store) DeleteNamespace(ctx context.Context, namespace string) (int64, error)

DeleteNamespace removes every memory in a namespace, including vector and FTS index entries. Returns the number of memories deleted.

func (*Store) Get

func (s *Store) Get(ctx context.Context, namespace, id string) (*memory.Memory, error)

Get returns a memory by ID.

func (*Store) GetByFingerprint added in v0.2.9

func (s *Store) GetByFingerprint(
	ctx context.Context, namespace string, tier memory.Tier, fingerprint string, now time.Time,
) (*memory.Memory, error)

GetByFingerprint returns the most recent live memory in namespace+tier whose content fingerprint matches. Superseded and expired rows are excluded so a dead duplicate never absorbs a fresh write.

func (*Store) KeywordSearch

func (s *Store) KeywordSearch(ctx context.Context, namespace, query string, f store.Filter, k int) ([]store.Scored, error)

KeywordSearch returns the k best BM25 full-text matches in the namespace.

func (*Store) List

func (s *Store) List(ctx context.Context, namespace string, f store.Filter, limit int) ([]*memory.Memory, error)

List returns memories in a namespace matching f (without embeddings).

func (*Store) ListExpired

func (s *Store) ListExpired(ctx context.Context, now time.Time, limit int) ([]*memory.Memory, error)

ListExpired returns up to limit memories whose TTL has passed.

func (*Store) ListNamespaces

func (s *Store) ListNamespaces(ctx context.Context) ([]string, error)

ListNamespaces returns the distinct namespaces holding memories.

func (*Store) Ping

func (s *Store) Ping(ctx context.Context) error

Ping verifies the database is reachable.

func (*Store) Reassign added in v0.0.11

func (s *Store) Reassign(ctx context.Context, fromNS string, ids []string, toNS string) (int64, error)

Reassign moves memories from fromNS to toNS, updating the namespace column and rewriting the vec0 partition row (the FTS row carries no namespace). IDs absent from fromNS are skipped; IDs are globally unique so a move never collides in toNS.

func (*Store) Reinforce

func (s *Store) Reinforce(ctx context.Context, namespace string, ids []string, accessedAt time.Time, newExpiry *time.Time) error

Reinforce bumps access_count/last_accessed_at and optionally slides the TTL.

func (*Store) Retier added in v0.0.11

func (s *Store) Retier(ctx context.Context, namespace, id string, tier memory.Tier, expiresAt *time.Time) error

Retier changes a memory's tier and expiry in place. Tier and expiry live only in the memories row, so no vector/FTS reindex is required.

func (*Store) SetConfidence added in v0.0.11

func (s *Store) SetConfidence(ctx context.Context, namespace, id string, confidence float64, now time.Time) error

SetConfidence updates a memory's confidence and bumps updated_at to now. Confidence lives only in the memories row, so no vector/FTS reindex is needed.

func (*Store) SetMetrics

func (s *Store) SetMetrics(m store.Metrics)

SetMetrics installs an observability sink. Passing nil disables metrics.

func (*Store) SetSuperseded

func (s *Store) SetSuperseded(ctx context.Context, namespace, id, supersededBy string) error

SetSuperseded records that a memory was replaced by supersededBy.

func (*Store) Upsert

func (s *Store) Upsert(ctx context.Context, m *memory.Memory) error

Upsert inserts or replaces a memory and its vector/keyword index entries.

func (*Store) VectorSearch

func (s *Store) VectorSearch(ctx context.Context, namespace string, vec []float32, f store.Filter, k int) ([]store.Scored, error)

VectorSearch returns the k nearest live memories to vec in the namespace.

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