feat: implementing embedding AI

scripts/import_mysql_courses.sh

@@ -0,0 +1,47 @@
+#!/bin/bash
+
+# Import MySQL courses and plans into PostgreSQL
+
+CMS_API_URL="http://localhost:3001"
+EMAIL="admin@norteamericano.cl"
+PASSWORD="Admin123!"
+
+echo "📥 Importando cursos y planes desde MySQL..."
+
+# Step 1: Login to get JWT token
+echo "🔑 Obteniendo token de autenticación..."
+TOKEN=$(curl -s -X POST "$CMS_API_URL/auth/login" \
+  -H "Content-Type: application/json" \
+  -d "{\"email\":\"$EMAIL\",\"password\":\"$PASSWORD\"}" \
+  | jq -r '.token')
+
+if [ -z "$TOKEN" ] || [ "$TOKEN" = "null" ]; then
+    echo "❌ Error: No se pudo obtener el token."
+    exit 1
+fi
+
+echo "✅ Token obtenido: ${TOKEN:0:20}..."
+
+# Step 2: Import courses and plans from MySQL
+echo "📊 Importando cursos y planes desde MySQL..."
+RESULT=$(curl -s -X POST "$CMS_API_URL/question-bank/import-mysql" \
+  -H "Content-Type: application/json" \
+  -H "Authorization: Bearer $TOKEN" \
+  -d '{"import_all": true}')
+
+echo "📋 Resultado:"
+echo "$RESULT" | jq .
+
+# Check result
+COUNT=$(echo "$RESULT" | jq 'length')
+if [ "$COUNT" != "null" ] && [ "$COUNT" -gt 0 ]; then
+    echo "✅ Importación completada: $COUNT preguntas importadas"
+else
+    echo "⚠️  No se importaron preguntas"
+fi
+
+# Verify courses and plans
+echo ""
+echo "📊 Verificando datos importados..."
+docker compose exec -T db psql -U user -d openccb_cms -c "SELECT COUNT(*) as planes FROM mysql_study_plans;" 2>/dev/null
+docker compose exec -T db psql -U user -d openccb_cms -c "SELECT COUNT(*) as cursos FROM mysql_courses;" 2>/dev/null