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Clustered Search Results

Search and cluster results into topic groups. Great for organizing large result sets into meaningful categories.

2 stages

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Pipeline Stages

semantic_search

filter

feature_search

View parameters

{
  "searches": [
    {
      "feature_uri": "mixpeek://multimodal_extractor@v1/vertex_multimodal_embedding",
      "query": {
        "input_mode": "text",
        "value": "{{INPUT.query}}"
      },
      "top_k": 200
    }
  ],
  "final_top_k": 100
}

cluster_results

reduce

cluster

View parameters

{
  "num_clusters": "{{INPUT.num_clusters}}",
  "algorithm": "kmeans"
}

Input Schema

query

text

required

Search query

num_clusters

integer

Number of clusters to create

Use Cases

Topic organization
Result categorization
Content grouping
Research exploration

Requirements

Collection must have embeddings indexed

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