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Note: If you’re using our website crawler, Shopify LINK TODO, or another connector this will happen automatically.
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Below illustrates the transform:
Before regex step | After regex step |
{ "q": "phone in:cheap" } | { "q": "phone", "in": "cheap" } |
Note:
“in”
inis just an example. You could look for “has”has, “from”fromor anything you like.Many additional filters can be added for all the other potential values here. It could be “in
in:sale”saleor anything else.
Natural language parsing
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You may have noticed the color pallete palette in the facet and filters menu. This was generated using the Google Cloud Vision API, which is powered by advanced AI image analysis. The color information and image descriptions are AI generated and were not in the original data set.
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JSON config sets up everything. See below.
| Code Block |
|---|
/**
Your environment configuration
*/
export default {
// These details can be found in your console
projectId: APP_ACCOUNT_ID,
collectionId: APP_COLLECTION_ID,
pipelineName: APP_PIPELINE_NAME,
pipelineVersion: APP_PIPELINE_VERSION,
// For production this can be undefined
endpoint: APP_ENDPOINT,
// Default display type (grid|list)
display: 'list',
// Set the tracking config
tracking: {
field: 'url', // Usually this is 'url'
},
// Which facets to display
// Order in the UI is defined by their order here
// field: Field to use in results
// title: Title to display for the filter
// type: The type of filter to be displayed
// sort: Whether to sort based on the count
facets: [
{ field: 'level1', title: 'Category', sort: true },
{ field: 'brand', title: 'Brand', sort: true },
{ field: 'price_range', title: 'Price', type: filterTypes.price },
{ field: 'imageTags', title: 'Color', type: filterTypes.color },
{ field: 'rating', title: 'Rating', type: filterTypes.rating },
{
field: 'price_bucket',
title: 'Price (bucket)',
buckets: {
high: 'High (Over $200)',
mid: 'Mid ($50 - $200)',
low: 'Low (Under $50)',
},
},
],
// Set buckets to be used as filters
buckets: {
high: 'price >= 200',
mid: 'price >=50 AND price < 200',
low: 'price < 50',
},
// A map for data fields
// If a function is specified, the record data will be passed as the single argument
fields: {
image: 'image',
url: 'url',
title: 'name',
description: 'description',
rating: 'rating',
price: 'price',
freeShipping: 'free_shipping',
category: (data) => data.level4 || data.level3 || data.level2 || data.level1,
},
// Key / Value pairs to add to the request
paramaters: {
// key: 'value',
},
}; |
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