diff --git a/fts5/fts5.go b/fts5/fts5.go
new file mode 100644
index 0000000..cb9e7df
--- /dev/null
+++ b/fts5/fts5.go
@@ -0,0 +1,151 @@
+package fts5
+
+import (
+	"database/sql"
+	"fmt"
+	"iter"
+	"strings"
+
+	_ "github.com/mattn/go-sqlite3"
+)
+
+type FTS5 struct {
+	colNames []string
+	db       *sql.DB
+
+	insertStmt *sql.Stmt
+	matchStmt  *sql.Stmt
+}
+
+func OpenMem(columnNames ...string) (*FTS5, error) {
+	db, err := sql.Open("sqlite3", ":memory:")
+	if err != nil {
+		return nil, err
+	}
+	return newInternal(db, columnNames)
+}
+
+func Open(path string, columnNames ...string) (*FTS5, error) {
+	db, err := sql.Open("sqlite3", path)
+	if err != nil {
+		return nil, err
+	}
+	return newInternal(db, columnNames)
+}
+
+func newInternal(db *sql.DB, columnNames []string) (*FTS5, error) {
+	_, err := db.Exec(fmt.Sprintf(
+		`CREATE VIRTUAL TABLE IF NOT EXISTS search USING fts5(%s, tokenize='porter')`,
+		strings.Join(columnNames, ",")))
+	if err != nil {
+		db.Close()
+		return nil, err
+	}
+
+	insertStmt, err := prepareInsertStmt(db, columnNames)
+	if err != nil {
+		db.Close()
+		return nil, err
+	}
+
+	matchStmt, err := db.Prepare(`SELECT rowid,rank FROM search WHERE search=? ` +
+		`ORDER BY rank ` +
+		`LIMIT ? OFFSET ?`)
+	if err != nil {
+		db.Close()
+		return nil, err
+	}
+
+	return &FTS5{
+		colNames:   columnNames,
+		db:         db,
+		insertStmt: insertStmt,
+		matchStmt:  matchStmt,
+	}, nil
+}
+
+func (fts *FTS5) Close() error {
+	return fts.db.Close()
+}
+
+func (fts *FTS5) Upsert(id int64, data map[string]string) error {
+	return execInsertStmt(fts.insertStmt, fts.colNames, id, data)
+}
+
+type Item struct {
+	ID   int64
+	Data map[string]string
+}
+
+func (fts *FTS5) UpsertBulk(src iter.Seq2[Item, error]) error {
+	tx, err := fts.db.Begin()
+	if err != nil {
+		return err
+	}
+
+	insertStmt, err := prepareInsertStmt(tx, fts.colNames)
+	if err != nil {
+		tx.Rollback()
+		return err
+	}
+
+	for item, err := range src {
+		if err != nil {
+			tx.Rollback()
+			return err
+		}
+
+		if err := execInsertStmt(insertStmt, fts.colNames, item.ID, item.Data); err != nil {
+			tx.Rollback()
+			return err
+		}
+	}
+
+	return tx.Commit()
+}
+
+func (fts *FTS5) Delete(id int64) (bool, error) {
+	result, err := fts.db.Exec(`DELETE FROM search WHERE rowid=?`, id)
+	if err != nil {
+		return false, err
+	}
+
+	count, err := result.RowsAffected()
+	if err != nil {
+		panic(err)
+	}
+	if count > 1 {
+		panic("multiple rows deleted")
+	}
+	return count > 0, nil
+}
+
+func (fts *FTS5) DeleteAll() error {
+	_, err := fts.db.Exec(`DELETE FROM search`)
+	return err
+}
+
+type Result struct {
+	ID   int64
+	Rank float64
+}
+
+func (fts *FTS5) Match(query string, limit, offset int) ([]Result, error) {
+	results := make([]Result, 0, limit)
+
+	rows, err := fts.matchStmt.Query(query, limit, offset)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+
+	for rows.Next() {
+		result := Result{}
+		if err := rows.Scan(&result.ID, &result.Rank); err != nil {
+			return nil, err
+		}
+		results = append(results, result)
+	}
+
+	return results, nil
+}
diff --git a/fts5/fts5_test.go b/fts5/fts5_test.go
new file mode 100644
index 0000000..e73fefb
--- /dev/null
+++ b/fts5/fts5_test.go
@@ -0,0 +1,59 @@
+package fts5
+
+import (
+	"testing"
+)
+
+func TestMatch(t *testing.T) {
+	fts, err := OpenMem("Title", "Text")
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	fts.Upsert(100, map[string]string{
+		"Title": "Peter Rabbit",
+		"Text":  "Peter Rabbit is a fictional animal character in various children's stories by English author Beatrix Potter.",
+	})
+
+	fts.Upsert(200, map[string]string{
+		"Title": "Baloo",
+		"Text":  "Fictional bear from the Jungle Book.",
+	})
+
+	fts.Upsert(300, map[string]string{
+		"Title": "Barney Bear",
+		"Text":  "A grumpy brown bear.",
+	})
+
+	fts.Upsert(400, map[string]string{
+		"Title": "Peter the Panda",
+		"Text":  "A secret agent panda from Seattle.",
+	})
+
+	// Should have 2 results for "peter".
+	results, err := fts.Match("peter", 3, 0)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if len(results) != 2 {
+		t.Fatal(results)
+	}
+
+	// Try limit.
+	results, err = fts.Match("peter", 1, 0)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if len(results) != 1 {
+		t.Fatal(results)
+	}
+
+	// Try offset.
+	results, err = fts.Match("peter", 3, 1)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if len(results) != 1 {
+		t.Fatal(results)
+	}
+}
diff --git a/fts5/query.go b/fts5/query.go
new file mode 100644
index 0000000..3c73cbd
--- /dev/null
+++ b/fts5/query.go
@@ -0,0 +1,36 @@
+package fts5
+
+import (
+	"database/sql"
+	"fmt"
+	"strings"
+)
+
+type preparer interface {
+	Prepare(string) (*sql.Stmt, error)
+}
+
+func prepareInsertStmt(
+	db preparer,
+	columnNames []string,
+) (*sql.Stmt, error) {
+	insertQuery := fmt.Sprintf(`INSERT INTO search(rowid,%s) VALUES (?%s)`,
+		strings.Join(columnNames, ","),
+		strings.Repeat(",?", len(columnNames)))
+	return db.Prepare(insertQuery)
+}
+
+func execInsertStmt(
+	stmt *sql.Stmt,
+	colNames []string,
+	id int64,
+	data map[string]string,
+) error {
+	values := make([]any, len(colNames)+1)
+	values[0] = id
+	for i, col := range colNames {
+		values[i+1] = data[col]
+	}
+	_, err := stmt.Exec(values...)
+	return err
+}
diff --git a/fts5/requiretag.go b/fts5/requiretag.go
new file mode 100644
index 0000000..40de161
--- /dev/null
+++ b/fts5/requiretag.go
@@ -0,0 +1,9 @@
+//go:build !fts5
+
+package fts5
+
+import "log"
+
+func init() {
+	log.Fatal("You must provide build tag `-tags fts5`.")
+}