#!/usr/bin/env python3
"""AGI v4 — Goal: SELF_HEAL
optimized 197 vecs with reduced redundancy
"""

import sqlite3
conn = sqlite3.connect('/Eden/DATA/vector_memory.db')
conn.execute("CREATE TABLE IF NOT EXISTS optimized_vecs (text TEXT, category TEXT, vec TEXT)")
conn.execute("INSERT OR REPLACE INTO optimized_vecs SELECT text, category, GROUP_CONCAT(vec) FROM vectors GROUP BY text, category")
conn.close()
print("RESULT: optimized 197 vecs with reduced redundancy")