Enriched Search
Taxonomy-Classified Search
Search results enriched with taxonomy classifications. Automatically categorizes results using a pre-defined taxonomy.
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Pipeline Stages
1
semantic_search
filter
feature_searchView parameters
{
"searches": [
{
"feature_uri": "mixpeek://multimodal_extractor@v1/vertex_multimodal_embedding",
"query": {
"input_mode": "text",
"value": "{{INPUT.query}}"
},
"top_k": 100
}
],
"final_top_k": 25
}2
taxonomy_enrichment
enrich
taxonomy_enrichView parameters
{
"taxonomy_id": "{{INPUT.taxonomy_id}}",
"top_k": 1,
"min_score": 0.7
}3
format_output
apply
json_transformView parameters
{
"template": "{\"id\": \"{{DOC.document_id}}\", \"content\": \"{{DOC.content}}\", \"category\": \"{{DOC._taxonomy_label}}\", \"score\": {{DOC.score}}}",
"fail_on_error": false
}Input Schema
querytext
required
Search query
taxonomy_idstring
required
Taxonomy ID to use for classification
Use Cases
- Auto-categorized search results
- Faceted search with dynamic categories
- Content tagging on-the-fly
- Enriched search experiences
Requirements
- Collection must have embeddings indexed
- Taxonomy must be configured
Tags
taxonomy
classification
enrichment
categories
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