How can I make Atlas search look for a keyword only once?

MongoDB Atlas Atlas Search
,
1

Let’s say I have 2 documents:

Document 1:

title: "elephant is an elephant"
description: "this elephant is an elephant"

Document 2:

title: "duck"
description: "duck is not an elephant"

How can I make Atlas search give both these results the same search score for “elephant”? I want it to only look for a keyword once and not weight the result higher if the keyword appears more often.

Note: Matches of different words should still rank higher than matching a single word.
When the user searches for “duck elephant”, document 2 should be listed higher because it matches both words.

2

My current idea is to use a constant search score and add entries to the search aggregation step dynamically for each word in the search query (which I turn into an array beforehand).

Is there a better way to handle this?

3

What do you think about this approach? It seems to work. Is there a better way to do it?

const shouldQueries = searchTerms.map(searchTerm: string) => ({
    wildcard: {
        query: searchTerm,
        path: ['title', 'description'],
        allowAnalyzedField: true,
        score: { constant: { value: 1 } }
    }
}));

let aggregation = Resource.aggregate()
    .search({
        compound: {
            must: [...],
            should: [...shouldQueries]
        }
    })