backends

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

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

type PostgreSQLBackend struct {
	DB     *sql.DB
	Config PostgreSQLConfig

	// Migrator handles schema migrations
	Migrator *PostgreSQLMigrator

	// Health checker
	Health *PostgreSQLHealthChecker

	// Vector store (pgvector)
	Vector *PgVectorStore
	// contains filtered or unexported fields
}

type PostgreSQLConfig struct {
	Host            string
	Port            int
	Database        string
	User            string
	Password        string
	SSLMode         string
	MaxOpenConns    int
	MaxIdleConns    int
	ConnMaxLifetime time.Duration
	ConnMaxIdleTime time.Duration

	// Supabase-specific
	SupabaseURL     string
	SupabaseAnonKey string

	// Vector config
	Vector VectorConfig
}

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

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

type SQLiteBackend struct {
	DB     *sql.DB
	Config SQLiteConfig

	// Migrator handles schema migrations
	Migrator *SQLiteMigrator

	// Health checker
	Health *SQLiteHealthChecker

	// Vector store (in-memory)
	Vector *InMemoryVectorStore
}

type SQLiteConfig struct {
	Path        string
	JournalMode string
	BusyTimeout int
	ForeignKeys bool
}

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

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

type SearchResult struct {
	ID       string         `json:"id"`
	Score    float64        `json:"score"`
	Metadata map[string]any `json:"metadata,omitempty"`
	Text     string         `json:"text,omitempty"`
}

type VectorConfig struct {
	// Enabled activates vector search support
	Enabled bool

	// Dimensions of the embedding vectors (default: 1536 for OpenAI embeddings)
	Dimensions int

	// IndexType specifies the index algorithm: "hnsw" or "ivfflat"
	IndexType string

	// IVFLists is the number of lists for IVFFlat index (default: 100)
	IVFLists int

	// HNSWM is the M parameter for HNSW index (default: 16)
	HNSWM int
}