metadata.json

{
  "title": "Faucet Finder",
  "description": "Using embeddings to find faucets that look similar.",
  "databases": {
    "faucets": {
      "queries": {
        "sample": {
          "hide_sql": true,
          "sql": "SELECT e.id, f.image_url, f.product_url FROM embeddings e JOIN faucets f ON e.id = f.embedding_id ORDER BY RANDOM() LIMIT 9;"
        },
        "similar": {
          "hide_sql": true,
          "sql": "SELECT * FROM (SELECT *, ROW_NUMBER() OVER (PARTITION by brand ORDER BY title) AS rn FROM (WITH related AS (SELECT value FROM json_each(faiss_search('faucets', 'embeddings', (SELECT embedding FROM embeddings WHERE id = :input_faucet), 200))) SELECT * FROM related, faucets WHERE related.value = faucets.embedding_id) as similar) WHERE rn = 1"
        }
      }
    }
  },
  "plugins": {
    "datasette-faiss": {
      "tables": [
        [
          "faucets",
          "embeddings"
        ]
      ]
    },
    "datasette-scale-to-zero": {
      "duration": "10m"
    }
  }
}