Files
claude-mnemonic/internal/db/sqlite/relation.go
T
lukaszraczylo f79782a008 Release dec 2025 (#15)
* Resolves issue #13

- Switched model to bge-small-en-v1.5
- Added lazy re-embedding
- Added model version tracking per vector
- Added conversion of vectors to the new model

* Add lfs support to the workflow.

* Implements importance scoring with decay + voting #6

* Resolves issue #5 by marking observations as superseeded and scheduled for deletion

* Implement pattern detection #7

* Improve injections and observations accuracy

- Session start: Recent observations for project context (recency-based)
- User prompt: Semantically relevant observations (similarity-based with threshold)

* Added two stage retrieval with bi and cross encoder #8

* Implement query expansion and reformulation #9

* Knowledge graph and relationships ( resolves #4 )

- File Overlap Detection: Detects relationships when observations modify/read the same files
- Concept Overlap Detection: Detects relationships based on shared semantic concepts
- Type Progression Detection: Infers relationships from natural observation type progressions (e.g., discovery → bugfix = "fixes")
- Temporal Proximity Detection: Detects relationships between observations in the same session within 5 minutes
- Narrative Mention Detection: Detects explicit relationship language in narratives (e.g., "fixes", "depends on", "supersedes")

* Add visualisation of the relations to the dashboard.

* fixup! Add visualisation of the relations to the dashboard.

* Update documentation with new settings and screenshots.
2025-12-19 17:57:11 +00:00

378 lines
11 KiB
Go

// Package sqlite provides SQLite database operations for claude-mnemonic.
package sqlite
import (
"context"
"database/sql"
"github.com/lukaszraczylo/claude-mnemonic/pkg/models"
)
// RelationStore provides relation-related database operations.
type RelationStore struct {
store *Store
}
// NewRelationStore creates a new relation store.
func NewRelationStore(store *Store) *RelationStore {
return &RelationStore{store: store}
}
// StoreRelation stores a new observation relation.
// Uses INSERT OR IGNORE to handle duplicate (source_id, target_id, relation_type) combinations.
func (s *RelationStore) StoreRelation(ctx context.Context, relation *models.ObservationRelation) (int64, error) {
const query = `
INSERT OR IGNORE INTO observation_relations
(source_id, target_id, relation_type, confidence, detection_source, reason, created_at, created_at_epoch)
VALUES (?, ?, ?, ?, ?, ?, ?, ?)
`
result, err := s.store.ExecContext(ctx, query,
relation.SourceID, relation.TargetID,
string(relation.RelationType), relation.Confidence,
string(relation.DetectionSource), relation.Reason,
relation.CreatedAt, relation.CreatedAtEpoch,
)
if err != nil {
return 0, err
}
return result.LastInsertId()
}
// StoreRelations stores multiple relations in a single transaction.
func (s *RelationStore) StoreRelations(ctx context.Context, relations []*models.ObservationRelation) error {
if len(relations) == 0 {
return nil
}
tx, err := s.store.db.BeginTx(ctx, nil)
if err != nil {
return err
}
defer func() {
if err != nil {
_ = tx.Rollback()
}
}()
const query = `
INSERT OR IGNORE INTO observation_relations
(source_id, target_id, relation_type, confidence, detection_source, reason, created_at, created_at_epoch)
VALUES (?, ?, ?, ?, ?, ?, ?, ?)
`
stmt, err := tx.PrepareContext(ctx, query)
if err != nil {
return err
}
defer stmt.Close()
for _, rel := range relations {
_, err = stmt.ExecContext(ctx,
rel.SourceID, rel.TargetID,
string(rel.RelationType), rel.Confidence,
string(rel.DetectionSource), rel.Reason,
rel.CreatedAt, rel.CreatedAtEpoch,
)
if err != nil {
return err
}
}
return tx.Commit()
}
// GetRelationsByObservationID retrieves all relations involving an observation (as source or target).
func (s *RelationStore) GetRelationsByObservationID(ctx context.Context, obsID int64) ([]*models.ObservationRelation, error) {
const query = `
SELECT id, source_id, target_id, relation_type, confidence, detection_source, reason,
created_at, created_at_epoch
FROM observation_relations
WHERE source_id = ? OR target_id = ?
ORDER BY confidence DESC, created_at_epoch DESC
`
rows, err := s.store.QueryContext(ctx, query, obsID, obsID)
if err != nil {
return nil, err
}
defer rows.Close()
return s.scanRelationRows(rows)
}
// GetOutgoingRelations retrieves relations where the observation is the source.
func (s *RelationStore) GetOutgoingRelations(ctx context.Context, obsID int64) ([]*models.ObservationRelation, error) {
const query = `
SELECT id, source_id, target_id, relation_type, confidence, detection_source, reason,
created_at, created_at_epoch
FROM observation_relations
WHERE source_id = ?
ORDER BY confidence DESC, created_at_epoch DESC
`
rows, err := s.store.QueryContext(ctx, query, obsID)
if err != nil {
return nil, err
}
defer rows.Close()
return s.scanRelationRows(rows)
}
// GetIncomingRelations retrieves relations where the observation is the target.
func (s *RelationStore) GetIncomingRelations(ctx context.Context, obsID int64) ([]*models.ObservationRelation, error) {
const query = `
SELECT id, source_id, target_id, relation_type, confidence, detection_source, reason,
created_at, created_at_epoch
FROM observation_relations
WHERE target_id = ?
ORDER BY confidence DESC, created_at_epoch DESC
`
rows, err := s.store.QueryContext(ctx, query, obsID)
if err != nil {
return nil, err
}
defer rows.Close()
return s.scanRelationRows(rows)
}
// GetRelationsByType retrieves all relations of a specific type.
func (s *RelationStore) GetRelationsByType(ctx context.Context, relationType models.RelationType, limit int) ([]*models.ObservationRelation, error) {
const query = `
SELECT id, source_id, target_id, relation_type, confidence, detection_source, reason,
created_at, created_at_epoch
FROM observation_relations
WHERE relation_type = ?
ORDER BY confidence DESC, created_at_epoch DESC
LIMIT ?
`
rows, err := s.store.QueryContext(ctx, query, string(relationType), limit)
if err != nil {
return nil, err
}
defer rows.Close()
return s.scanRelationRows(rows)
}
// GetRelationsWithDetails retrieves relations with observation titles for display.
func (s *RelationStore) GetRelationsWithDetails(ctx context.Context, obsID int64) ([]*models.RelationWithDetails, error) {
const query = `
SELECT r.id, r.source_id, r.target_id, r.relation_type, r.confidence, r.detection_source, r.reason,
r.created_at, r.created_at_epoch,
COALESCE(src.title, '') as source_title,
COALESCE(tgt.title, '') as target_title,
src.type as source_type,
tgt.type as target_type
FROM observation_relations r
JOIN observations src ON src.id = r.source_id
JOIN observations tgt ON tgt.id = r.target_id
WHERE r.source_id = ? OR r.target_id = ?
ORDER BY r.confidence DESC, r.created_at_epoch DESC
`
rows, err := s.store.QueryContext(ctx, query, obsID, obsID)
if err != nil {
return nil, err
}
defer rows.Close()
var results []*models.RelationWithDetails
for rows.Next() {
var r models.ObservationRelation
var rwd models.RelationWithDetails
var reason sql.NullString
if err := rows.Scan(
&r.ID, &r.SourceID, &r.TargetID,
&r.RelationType, &r.Confidence, &r.DetectionSource, &reason,
&r.CreatedAt, &r.CreatedAtEpoch,
&rwd.SourceTitle, &rwd.TargetTitle,
&rwd.SourceType, &rwd.TargetType,
); err != nil {
return nil, err
}
if reason.Valid {
r.Reason = reason.String
}
rwd.Relation = &r
results = append(results, &rwd)
}
return results, rows.Err()
}
// GetRelationGraph retrieves a relation graph centered on an observation.
// This returns all observations within N hops from the center.
func (s *RelationStore) GetRelationGraph(ctx context.Context, centerID int64, maxDepth int) (*models.RelationGraph, error) {
// Get all relations involving the center observation
relations, err := s.GetRelationsWithDetails(ctx, centerID)
if err != nil {
return nil, err
}
graph := &models.RelationGraph{
CenterID: centerID,
Relations: relations,
}
// If depth > 1, recursively get relations for connected observations
if maxDepth > 1 {
visited := map[int64]bool{centerID: true}
toVisit := make([]int64, 0)
// Collect IDs of directly connected observations
for _, r := range relations {
if !visited[r.Relation.SourceID] {
toVisit = append(toVisit, r.Relation.SourceID)
visited[r.Relation.SourceID] = true
}
if !visited[r.Relation.TargetID] {
toVisit = append(toVisit, r.Relation.TargetID)
visited[r.Relation.TargetID] = true
}
}
// Get relations for connected observations (depth - 1)
for depth := 1; depth < maxDepth && len(toVisit) > 0; depth++ {
nextLevel := make([]int64, 0)
for _, obsID := range toVisit {
moreRelations, err := s.GetRelationsWithDetails(ctx, obsID)
if err != nil {
continue
}
for _, r := range moreRelations {
// Avoid duplicates
exists := false
for _, existing := range graph.Relations {
if existing.Relation.ID == r.Relation.ID {
exists = true
break
}
}
if !exists {
graph.Relations = append(graph.Relations, r)
}
// Queue next level
if !visited[r.Relation.SourceID] {
nextLevel = append(nextLevel, r.Relation.SourceID)
visited[r.Relation.SourceID] = true
}
if !visited[r.Relation.TargetID] {
nextLevel = append(nextLevel, r.Relation.TargetID)
visited[r.Relation.TargetID] = true
}
}
}
toVisit = nextLevel
}
}
return graph, nil
}
// DeleteRelationsByObservationID deletes all relations involving an observation.
// Called when an observation is deleted.
func (s *RelationStore) DeleteRelationsByObservationID(ctx context.Context, obsID int64) error {
const query = `DELETE FROM observation_relations WHERE source_id = ? OR target_id = ?`
_, err := s.store.ExecContext(ctx, query, obsID, obsID)
return err
}
// GetRelationCount returns the count of relations for an observation.
func (s *RelationStore) GetRelationCount(ctx context.Context, obsID int64) (int, error) {
const query = `
SELECT COUNT(*) FROM observation_relations
WHERE source_id = ? OR target_id = ?
`
var count int
err := s.store.QueryRowContext(ctx, query, obsID, obsID).Scan(&count)
return count, err
}
// GetTotalRelationCount returns the total count of all relations.
func (s *RelationStore) GetTotalRelationCount(ctx context.Context) (int, error) {
const query = `SELECT COUNT(*) FROM observation_relations`
var count int
err := s.store.QueryRowContext(ctx, query).Scan(&count)
return count, err
}
// GetHighConfidenceRelations retrieves relations with confidence above threshold.
func (s *RelationStore) GetHighConfidenceRelations(ctx context.Context, minConfidence float64, limit int) ([]*models.ObservationRelation, error) {
const query = `
SELECT id, source_id, target_id, relation_type, confidence, detection_source, reason,
created_at, created_at_epoch
FROM observation_relations
WHERE confidence >= ?
ORDER BY confidence DESC, created_at_epoch DESC
LIMIT ?
`
rows, err := s.store.QueryContext(ctx, query, minConfidence, limit)
if err != nil {
return nil, err
}
defer rows.Close()
return s.scanRelationRows(rows)
}
// UpdateRelationConfidence updates the confidence of a relation.
func (s *RelationStore) UpdateRelationConfidence(ctx context.Context, relationID int64, newConfidence float64) error {
const query = `UPDATE observation_relations SET confidence = ? WHERE id = ?`
_, err := s.store.ExecContext(ctx, query, newConfidence, relationID)
return err
}
// GetRelatedObservationIDs returns IDs of observations related to the given one.
// This is useful for expanding search results.
func (s *RelationStore) GetRelatedObservationIDs(ctx context.Context, obsID int64, minConfidence float64) ([]int64, error) {
const query = `
SELECT DISTINCT CASE WHEN source_id = ? THEN target_id ELSE source_id END as related_id
FROM observation_relations
WHERE (source_id = ? OR target_id = ?) AND confidence >= ?
`
rows, err := s.store.QueryContext(ctx, query, obsID, obsID, obsID, minConfidence)
if err != nil {
return nil, err
}
defer rows.Close()
var ids []int64
for rows.Next() {
var id int64
if err := rows.Scan(&id); err != nil {
return nil, err
}
ids = append(ids, id)
}
return ids, rows.Err()
}
// scanRelationRows scans multiple relations from rows.
func (s *RelationStore) scanRelationRows(rows *sql.Rows) ([]*models.ObservationRelation, error) {
var relations []*models.ObservationRelation
for rows.Next() {
var r models.ObservationRelation
var reason sql.NullString
if err := rows.Scan(
&r.ID, &r.SourceID, &r.TargetID,
&r.RelationType, &r.Confidence, &r.DetectionSource, &reason,
&r.CreatedAt, &r.CreatedAtEpoch,
); err != nil {
return nil, err
}
if reason.Valid {
r.Reason = reason.String
}
relations = append(relations, &r)
}
return relations, rows.Err()
}