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Random Exploration Search

Semantic search with random sampling for serendipitous discovery. Great for exploration and content discovery.

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
}

random_sample

reduce

sample

View parameters

{
  "sample_size": 20,
  "seed": "{{INPUT.seed}}"
}

Input Schema

query

text

required

Exploration query

seed

integer

Random seed for reproducibility

Use Cases

Content exploration
Serendipitous discovery
Random content suggestions
Varied search results

Requirements

Collection must have embeddings indexed

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