From 3b64baf9ebf468e5f28f8eb2295ecba16a820f99 Mon Sep 17 00:00:00 2001 From: Grail Finder Date: Mon, 24 Nov 2025 10:44:12 +0300 Subject: Enha: migrations with different emb tables --- storage/migrations/002_add_vector.down.sql | 24 ++++++++++ storage/migrations/002_add_vector.up.sql | 72 ++++++++++++++++++++++++++++++ storage/vector.go | 37 ++++++++++----- 3 files changed, 122 insertions(+), 11 deletions(-) (limited to 'storage') diff --git a/storage/migrations/002_add_vector.down.sql b/storage/migrations/002_add_vector.down.sql index 71c1f51..a257b11 100644 --- a/storage/migrations/002_add_vector.down.sql +++ b/storage/migrations/002_add_vector.down.sql @@ -1,10 +1,34 @@ -- Drop vector storage tables DROP INDEX IF EXISTS idx_embeddings_384_filename; +DROP INDEX IF EXISTS idx_embeddings_768_filename; +DROP INDEX IF EXISTS idx_embeddings_1024_filename; +DROP INDEX IF EXISTS idx_embeddings_1536_filename; +DROP INDEX IF EXISTS idx_embeddings_2048_filename; +DROP INDEX IF EXISTS idx_embeddings_3072_filename; +DROP INDEX IF EXISTS idx_embeddings_4096_filename; DROP INDEX IF EXISTS idx_embeddings_5120_filename; DROP INDEX IF EXISTS idx_embeddings_384_slug; +DROP INDEX IF EXISTS idx_embeddings_768_slug; +DROP INDEX IF EXISTS idx_embeddings_1024_slug; +DROP INDEX IF EXISTS idx_embeddings_1536_slug; +DROP INDEX IF EXISTS idx_embeddings_2048_slug; +DROP INDEX IF EXISTS idx_embeddings_3072_slug; +DROP INDEX IF EXISTS idx_embeddings_4096_slug; DROP INDEX IF EXISTS idx_embeddings_5120_slug; DROP INDEX IF EXISTS idx_embeddings_384_created_at; +DROP INDEX IF EXISTS idx_embeddings_768_created_at; +DROP INDEX IF EXISTS idx_embeddings_1024_created_at; +DROP INDEX IF EXISTS idx_embeddings_1536_created_at; +DROP INDEX IF EXISTS idx_embeddings_2048_created_at; +DROP INDEX IF EXISTS idx_embeddings_3072_created_at; +DROP INDEX IF EXISTS idx_embeddings_4096_created_at; DROP INDEX IF EXISTS idx_embeddings_5120_created_at; DROP TABLE IF EXISTS embeddings_384; +DROP TABLE IF EXISTS embeddings_768; +DROP TABLE IF EXISTS embeddings_1024; +DROP TABLE IF EXISTS embeddings_1536; +DROP TABLE IF EXISTS embeddings_2048; +DROP TABLE IF EXISTS embeddings_3072; +DROP TABLE IF EXISTS embeddings_4096; DROP TABLE IF EXISTS embeddings_5120; \ No newline at end of file diff --git a/storage/migrations/002_add_vector.up.sql b/storage/migrations/002_add_vector.up.sql index 6e164ce..baf703d 100644 --- a/storage/migrations/002_add_vector.up.sql +++ b/storage/migrations/002_add_vector.up.sql @@ -8,6 +8,60 @@ CREATE TABLE IF NOT EXISTS embeddings_384 ( created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP ); +CREATE TABLE IF NOT EXISTS embeddings_768 ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + embeddings BLOB NOT NULL, + slug TEXT NOT NULL, + raw_text TEXT NOT NULL, + filename TEXT NOT NULL DEFAULT '', + created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP +); + +CREATE TABLE IF NOT EXISTS embeddings_1024 ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + embeddings BLOB NOT NULL, + slug TEXT NOT NULL, + raw_text TEXT NOT NULL, + filename TEXT NOT NULL DEFAULT '', + created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP +); + +CREATE TABLE IF NOT EXISTS embeddings_1536 ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + embeddings BLOB NOT NULL, + slug TEXT NOT NULL, + raw_text TEXT NOT NULL, + filename TEXT NOT NULL DEFAULT '', + created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP +); + +CREATE TABLE IF NOT EXISTS embeddings_2048 ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + embeddings BLOB NOT NULL, + slug TEXT NOT NULL, + raw_text TEXT NOT NULL, + filename TEXT NOT NULL DEFAULT '', + created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP +); + +CREATE TABLE IF NOT EXISTS embeddings_3072 ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + embeddings BLOB NOT NULL, + slug TEXT NOT NULL, + raw_text TEXT NOT NULL, + filename TEXT NOT NULL DEFAULT '', + created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP +); + +CREATE TABLE IF NOT EXISTS embeddings_4096 ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + embeddings BLOB NOT NULL, + slug TEXT NOT NULL, + raw_text TEXT NOT NULL, + filename TEXT NOT NULL DEFAULT '', + created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP +); + CREATE TABLE IF NOT EXISTS embeddings_5120 ( id INTEGER PRIMARY KEY AUTOINCREMENT, embeddings BLOB NOT NULL, @@ -19,8 +73,26 @@ CREATE TABLE IF NOT EXISTS embeddings_5120 ( -- Indexes for better performance CREATE INDEX IF NOT EXISTS idx_embeddings_384_filename ON embeddings_384(filename); +CREATE INDEX IF NOT EXISTS idx_embeddings_768_filename ON embeddings_768(filename); +CREATE INDEX IF NOT EXISTS idx_embeddings_1024_filename ON embeddings_1024(filename); +CREATE INDEX IF NOT EXISTS idx_embeddings_1536_filename ON embeddings_1536(filename); +CREATE INDEX IF NOT EXISTS idx_embeddings_2048_filename ON embeddings_2048(filename); +CREATE INDEX IF NOT EXISTS idx_embeddings_3072_filename ON embeddings_3072(filename); +CREATE INDEX IF NOT EXISTS idx_embeddings_4096_filename ON embeddings_4096(filename); CREATE INDEX IF NOT EXISTS idx_embeddings_5120_filename ON embeddings_5120(filename); CREATE INDEX IF NOT EXISTS idx_embeddings_384_slug ON embeddings_384(slug); +CREATE INDEX IF NOT EXISTS idx_embeddings_768_slug ON embeddings_768(slug); +CREATE INDEX IF NOT EXISTS idx_embeddings_1024_slug ON embeddings_1024(slug); +CREATE INDEX IF NOT EXISTS idx_embeddings_1536_slug ON embeddings_1536(slug); +CREATE INDEX IF NOT EXISTS idx_embeddings_2048_slug ON embeddings_2048(slug); +CREATE INDEX IF NOT EXISTS idx_embeddings_3072_slug ON embeddings_3072(slug); +CREATE INDEX IF NOT EXISTS idx_embeddings_4096_slug ON embeddings_4096(slug); CREATE INDEX IF NOT EXISTS idx_embeddings_5120_slug ON embeddings_5120(slug); CREATE INDEX IF NOT EXISTS idx_embeddings_384_created_at ON embeddings_384(created_at); +CREATE INDEX IF NOT EXISTS idx_embeddings_768_created_at ON embeddings_768(created_at); +CREATE INDEX IF NOT EXISTS idx_embeddings_1024_created_at ON embeddings_1024(created_at); +CREATE INDEX IF NOT EXISTS idx_embeddings_1536_created_at ON embeddings_1536(created_at); +CREATE INDEX IF NOT EXISTS idx_embeddings_2048_created_at ON embeddings_2048(created_at); +CREATE INDEX IF NOT EXISTS idx_embeddings_3072_created_at ON embeddings_3072(created_at); +CREATE INDEX IF NOT EXISTS idx_embeddings_4096_created_at ON embeddings_4096(created_at); CREATE INDEX IF NOT EXISTS idx_embeddings_5120_created_at ON embeddings_5120(created_at); diff --git a/storage/vector.go b/storage/vector.go index 2793022..32b4731 100644 --- a/storage/vector.go +++ b/storage/vector.go @@ -45,17 +45,24 @@ func mathBitsToFloat32(b uint32) float32 { return *(*float32)(unsafe.Pointer(&b)) } -var ( - vecTableName5120 = "embeddings_5120" - vecTableName384 = "embeddings_384" -) - func fetchTableName(emb []float32) (string, error) { switch len(emb) { - case 5120: - return vecTableName5120, nil case 384: - return vecTableName384, nil + return "embeddings_384", nil + case 768: + return "embeddings_768", nil + case 1024: + return "embeddings_1024", nil + case 1536: + return "embeddings_1536", nil + case 2048: + return "embeddings_2048", nil + case 3072: + return "embeddings_3072", nil + case 4096: + return "embeddings_4096", nil + case 5120: + return "embeddings_5120", nil default: return "", fmt.Errorf("no table for the size of %d", len(emb)) } @@ -185,8 +192,12 @@ func sqrt(f float32) float32 { func (p ProviderSQL) ListFiles() ([]string, error) { fileLists := make([][]string, 0) - // Query both tables and combine results - for _, table := range []string{vecTableName384, vecTableName5120} { + // Query all supported tables and combine results + tableNames := []string{ + "embeddings_384", "embeddings_768", "embeddings_1024", "embeddings_1536", + "embeddings_2048", "embeddings_3072", "embeddings_4096", "embeddings_5120", + } + for _, table := range tableNames { query := "SELECT DISTINCT filename FROM " + table rows, err := p.db.Query(query) if err != nil { @@ -225,7 +236,11 @@ func (p ProviderSQL) ListFiles() ([]string, error) { func (p ProviderSQL) RemoveEmbByFileName(filename string) error { var errors []string - for _, table := range []string{vecTableName384, vecTableName5120} { + tableNames := []string{ + "embeddings_384", "embeddings_768", "embeddings_1024", "embeddings_1536", + "embeddings_2048", "embeddings_3072", "embeddings_4096", "embeddings_5120", + } + for _, table := range tableNames { query := fmt.Sprintf("DELETE FROM %s WHERE filename = ?", table) if _, err := p.db.Exec(query, filename); err != nil { errors = append(errors, err.Error()) -- cgit v1.2.3