import { SDK } from "@meetkai/mka1";

const sdk = new SDK({
  bearerAuth: "<YOUR_BEARER_TOKEN_HERE>",
});

async function run() {
  const result = await sdk.search.tables.searchData({
    tableName: "<value>",
    searchRequest: {
      operations: [
        {
          type: "vector_search",
          field: "embedding",
          vector: [
            0.11,
            -0.06,
            0.37,
          ],
          distanceType: "cosine",
          limit: 5,
        },
        {
          type: "filter",
          expression: "category = 'security'",
          prefilter: true,
        },
      ],
      returnColumns: [
        "id",
        "content",
        "category",
        "rating",
      ],
    },
  });

  console.log(result);
}

run();

{
  "operations_applied": [
    "vector_search",
    "filter",
    "limit"
  ],
  "results": [
    {
      "_distance": 0.102,
      "category": "account",
      "content": "Reset your password from the account settings page.",
      "id": "doc_001",
      "rating": 4.7
    }
  ],
  "search_time_ms": 18,
  "total": 1
}