Searching Vector

The vectorlake.search() method returned a set of results based on a vector query. The results represent items that are similar to the provided vector input, typically derived from product descriptions or features. In this specific case, the search query is related to a "Gaming Chair," and the results show relevant items that share similar characteristics in terms of description, features, and overall semantic meaning.

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    "vectorlake_id": "o3tfjpgpm7gpvxtd",
    "query": "Gaming Chair",
    "vector_type": "text"
}

vector_search = vectorlake.search(payload)
print("vector_search----", vector_search)

Example App Code

{
  "results": [
    {
      "vector_document": "Furniture Nimbus 300 Gaming Chair",
      "metadata": {
        "price": "$189",
        "size": "Adjustable, fits most body types",
        "color": "Red and Black",
        "weight": "22kg",
        "height": "Adjustable (100-120cm)",
        "shape": "Ergonomic",
        "battery": "Not applicable",
        "features": "The Nimbus 300 Gaming Chair provides lumbar support, 360-degree swivel function, and memory foam cushioning for long gaming sessions."
      }
    },
    {
      "vector_document": "Nimbus 300 Gaming Chair provides lumbar support, a 360-degree swivel function, and memory foam cushioning, designed for long gaming sessions, priced at $189.",
      "metadata": {
        "category": "Furniture",
        "name": "Nimbus 300 Gaming Chair",
        "price": "$189",
        "size": "Adjustable, fits most body types",
        "color": "Red and Black",
        "weight": "22kg",
        "height": "Adjustable (100-120cm)",
        "shape": "Ergonomic",
        "battery": "Not applicable",
        "features": "The Nimbus 300 Gaming Chair is designed for comfort with lumbar support, a 360-degree swivel function, and a reclining mechanism. Its memory foam cushioning offers a comfortable seating experience for hours of gaming."
      }
    },
    {
      "vector_document": "Furniture ErgoLift Office Chair",
      "metadata": {
        "price": "$249",
        "size": "Standard ergonomic size",
        "color": "Black and Gray",
        "weight": "12kg",
        "height": "Adjustable",
        "shape": "Ergonomic",
        "battery": "Not applicable",
        "features": "The ErgoLift Office Chair features an ergonomic design with adjustable armrests and lumbar support for comfort during long working hours."
      }
    },
    {
      "vector_document": "Garden & Outdoor Outdoor Chair",
      "metadata": {
        "ProductID": "12377",
        "name": "Outdoor Chair",
        "price": "29.99",
        "currency": "Indian Rupee",
        "size": "Medium",
        "color": "Green",
        "weight": "3kg",
        "height": "85cm",
        "shape": "Chair",
        "battery": "Not applicable",
        "features": "A comfortable outdoor chair designed for relaxation in your garden or patio."
      }
    },
    {
      "vector_document": "Computers Laptop Stand",
      "metadata": {
        "ProductID": "12353",
        "name": "Laptop Stand",
        "price": "19.99",
        "currency": "Indian Rupee",
        "size": "Adjustable",
        "color": "Silver",
        "weight": "0.5kg",
        "height": "15cm",
        "shape": "Stand",
        "battery": "Not applicable",
        "features": "An ergonomic laptop stand designed to reduce neck and back strain while working."
      }
    },
    {
      "vector_document": "Furniture Coffee Table",
      "metadata": {
        "ProductID": "12375",
        "name": "Coffee Table",
        "price": "99.99",
        "currency": "Indian Rupee",
        "size": "Large",
        "color": "Wooden Brown",
        "weight": "15kg",
        "height": "45cm",
        "shape": "Table",
        "battery": "Not applicable",
        "features": "A stylish coffee table that fits perfectly in your living room and offers ample storage."
      }
    },
    {
      "vector_document": "ErgoLift Office Chair features ergonomic design with adjustable armrests and lumbar support for comfort during long working hours, priced at $249.",
      "metadata": {
        "category": "Furniture",
        "name": "ErgoLift Office Chair",
        "price": "$249",
        "size": "Standard ergonomic size",
        "color": "Black and Gray",
        "weight": "12kg",
        "height": "Adjustable",
        "shape": "Ergonomic",
        "battery": "Not applicable",
        "features": "The ErgoLift Office Chair features an ergonomic design with lumbar support and adjustable armrests. The breathable mesh back ensures comfort during long working hours."
      }
    },
    {
      "vector_document": "Furniture Sofa Set",
      "metadata": {
        "ProductID": "12360",
        "name": "Sofa Set",
        "price": "499.99",
        "currency": "Indian Rupee",
        "size": "3-seater",
        "color": "Gray",
        "weight": "35kg",
        "height": "90cm",
        "shape": "Sofa",
        "battery": "Not applicable",
        "features": "A comfortable and stylish 3-seater sofa set that adds elegance to any living room."
      }
    },
    {
      "vector_document": "Computers Wireless Mouse",
      "metadata": {
        "ProductID": "12371",
        "name": "Wireless Mouse",
        "price": "19.99",
        "currency": "Indian Rupee",
        "size": "Standard",
        "color": "Black",
        "weight": "0.1kg",
        "height": "5cm",
        "shape": "Mouse",
        "battery": "Rechargeable",
        "features": "A sleek and ergonomic wireless mouse with high precision and long battery life."
      }
    },
    {
      "vector_document": "Electronics Tablet",
      "metadata": {
        "ProductID": "12378",
        "name": "Tablet",
        "price": "199.99",
        "currency": "Indian Rupee",
        "size": "10-inch",
        "color": "Silver",
        "weight": "0.4kg",
        "height": "25cm",
        "shape": "Tablet",
        "battery": "Rechargeable",
        "features": "A lightweight tablet with high-definition display and long-lasting battery life."
      }
    }
  ]
}