mdb_script=$(cat <<'EOF'
use sample_mflix;
db.embedded_movies.aggregate([
  {
    "$vectorSearch": {
      "index": "vector_index",
      "path": "plot_embedding_voyage_3_large",
      "queryVector": 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      "numCandidates": 150,
      "limit": 10,
      "quantization": "scalar"
    }
  },
  {
    "$project": {
      "_id": 0,
      "plot": 1,
      "title": 1,
      "score": { $meta: "vectorSearchScore" }
    }
  }
]);
EOF
)

kubectl exec --context "${K8S_CTX}" -n "${MDB_NS}" mongodb-tools-pod -- /bin/bash -eu -c "$(cat <<EOF
echo '${mdb_script}' > /tmp/mdb_script.js
mongosh --quiet "${MDB_CONNECTION_STRING}" < /tmp/mdb_script.js
EOF
)"
