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Diffstat (limited to 'storage/vector.go')
-rw-r--r--storage/vector.go50
1 files changed, 44 insertions, 6 deletions
diff --git a/storage/vector.go b/storage/vector.go
index fe479d8..5e9069c 100644
--- a/storage/vector.go
+++ b/storage/vector.go
@@ -12,17 +12,19 @@ import (
type VectorRepo interface {
WriteVector(*models.VectorRow) error
SearchClosest(q []float32) ([]models.VectorRow, error)
+ ListFiles() ([]string, error)
+ RemoveEmbByFileName(filename string) error
}
var (
- vecTableName = "embeddings"
- vecTableName384 = "embeddings_384"
+ vecTableName5120 = "embeddings_5120"
+ vecTableName384 = "embeddings_384"
)
func fetchTableName(emb []float32) (string, error) {
switch len(emb) {
case 5120:
- return vecTableName, nil
+ return vecTableName5120, nil
case 384:
return vecTableName384, nil
default:
@@ -36,7 +38,7 @@ func (p ProviderSQL) WriteVector(row *models.VectorRow) error {
return err
}
stmt, _, err := p.s3Conn.Prepare(
- fmt.Sprintf("INSERT INTO %s(embedding, slug, raw_text) VALUES (?, ?, ?)", tableName))
+ fmt.Sprintf("INSERT INTO %s(embedding, slug, raw_text, filename) VALUES (?, ?, ?, ?)", tableName))
if err != nil {
p.logger.Error("failed to prep a stmt", "error", err)
return err
@@ -66,6 +68,10 @@ func (p ProviderSQL) WriteVector(row *models.VectorRow) error {
p.logger.Error("failed to bind", "error", err)
return err
}
+ if err := stmt.BindText(4, row.FileName); err != nil {
+ p.logger.Error("failed to bind", "error", err)
+ return err
+ }
err = stmt.Exec()
if err != nil {
return err
@@ -87,11 +93,12 @@ func (p ProviderSQL) SearchClosest(q []float32) ([]models.VectorRow, error) {
distance,
embedding,
slug,
- raw_text
+ raw_text,
+ filename
FROM %s
WHERE embedding MATCH ?
ORDER BY distance
- LIMIT 4
+ LIMIT 3
`, tableName))
if err != nil {
return nil, err
@@ -112,6 +119,7 @@ func (p ProviderSQL) SearchClosest(q []float32) ([]models.VectorRow, error) {
res.Embeddings = decodeUnsafe(emb)
res.Slug = stmt.ColumnText(2)
res.RawText = stmt.ColumnText(3)
+ res.FileName = stmt.ColumnText(4)
resp = append(resp, res)
}
if err := stmt.Err(); err != nil {
@@ -123,3 +131,33 @@ func (p ProviderSQL) SearchClosest(q []float32) ([]models.VectorRow, error) {
}
return resp, nil
}
+
+func (p ProviderSQL) ListFiles() ([]string, error) {
+ q := fmt.Sprintf("SELECT filename FROM %s GROUP BY filename", vecTableName384)
+ stmt, _, err := p.s3Conn.Prepare(q)
+ if err != nil {
+ return nil, err
+ }
+ defer stmt.Close()
+ resp := []string{}
+ for stmt.Step() {
+ resp = append(resp, stmt.ColumnText(0))
+ }
+ if err := stmt.Err(); err != nil {
+ return nil, err
+ }
+ return resp, nil
+}
+
+func (p ProviderSQL) RemoveEmbByFileName(filename string) error {
+ q := fmt.Sprintf("DELETE FROM %s WHERE filename = ?", vecTableName384)
+ stmt, _, err := p.s3Conn.Prepare(q)
+ if err != nil {
+ return err
+ }
+ defer stmt.Close()
+ if err := stmt.BindText(1, filename); err != nil {
+ return err
+ }
+ return stmt.Exec()
+}