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chore[wip]: Modify search params to improve results accuracy [heuristic ] #33533

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chore[wip]: Modify search params to improve results accuracy [heuristic ] #33533

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35 changes: 31 additions & 4 deletions assets/scripts/components/instantsearch.js
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Original file line number Diff line number Diff line change
Expand Up @@ -63,6 +63,33 @@ const typesenseConfig = getConfig(env).typesense;
const docsIndex = typesenseConfig.docsIndex;
const partnersIndex = typesenseConfig.partnersIndex;

// Local search parameters (bypass remote presets for testing)
// TODO: Once optimal weights are found, sync to remote presets and revert to using presets
const localSearchParams = {
docs: {
// SOTA: Title-first, aggressive exponential weighting
query_by: 'title,tags,section_header,content',
query_by_weights: '10,8,4,1',
group_by: 'distinct_base_url',
group_limit: 1,
// Tie-breaker: Text Score → Global Importance → Section Priority
sort_by: '_text_match:desc,rank:desc,order:asc',
},
docs_api: {
query_by: 'title,tags,section_header,content',
query_by_weights: '10,8,4,1',
group_by: 'distinct_base_url',
group_limit: 1,
// API pages: rank:asc prioritizes API endpoints
sort_by: 'rank:asc,_text_match:desc,order:asc'
},
partners: {
query_by: 'title,content',
query_by_weights: '10,1',
sort_by: '_text_match:desc'
}
};

const adapterOptions = {
server: {
apiKey: typesenseConfig.public_key,
Expand Down Expand Up @@ -92,11 +119,11 @@ const adapterOptions = {
},
collectionSpecificSearchParameters: {
[docsIndex]: {
preset: 'docs_alias_view',
...localSearchParams.docs,
collection: docsIndex
},
[partnersIndex]: {
preset: 'docs_partners_view',
...localSearchParams.partners,
collection: partnersIndex
}
}
Expand Down Expand Up @@ -187,11 +214,11 @@ function loadInstantSearch(currentPageWasAsyncLoaded) {
...{
collectionSpecificSearchParameters: {
[docsIndex]: {
preset: 'docs_alias_api_view',
...localSearchParams.docs_api,
collection: docsIndex
},
[partnersIndex]: {
preset: 'docs_partners_view',
...localSearchParams.partners,
collection: partnersIndex
}
}
Expand Down
11 changes: 7 additions & 4 deletions typesense.config.json
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Original file line number Diff line number Diff line change
Expand Up @@ -255,20 +255,22 @@
{
"name": "docs_alias_view",
"search_parameters": {
"query_by": "tags,title,section_header,content",
"query_by_weights": "4,3,2,2",
"query_by": "title,tags,section_header,content",
"query_by_weights": "10,8,4,1",
"group_by": "distinct_base_url",
"group_limit": 1,
"sort_by": "_text_match:desc,rank:desc,order:asc",
"stopwords": "stopwords"
}
},
{
"name": "docs_alias_api_view",
"search_parameters": {
"sort_by": "rank:asc,_text_match:desc",
"query_by": "tags,content,title,section_header",
"query_by": "title,tags,section_header,content",
"query_by_weights": "10,8,4,1",
"group_by": "distinct_base_url",
"group_limit": 1,
"sort_by": "rank:asc,_text_match:desc,order:asc",
"stopwords": "stopwords"
}
}
Expand All @@ -282,6 +284,7 @@
"name": "docs_partners_view",
"search_parameters": {
"query_by": "title,content",
"query_by_weights": "10,1",
"sort_by": "_text_match:desc"
}
}
Expand Down
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