Multimodal Search

Image Similarity Search

Find similar images with diversity using SigLIP (768-d). Supports both text and image queries.

2 stages

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Pipeline Stages

image_search

filter

feature_search

View parameters

{
  "searches": [
    {
      "feature_uri": "mixpeek://image_extractor@v1/google_siglip_base_v1",
      "query": {
        "input_mode": "{{INPUT.query_mode}}",
        "value": "{{INPUT.text_query}}",
        "url": "{{INPUT.image_url}}"
      },
      "top_k": 100
    }
  ],
  "final_top_k": 50
}

diversity_filter

sort

mmr

View parameters

{
  "lambda_": 0.6,
  "top_k": 20
}

Input Schema

query_mode

string

required

Query mode: 'text' or 'url'

text_query

text

Text query (when query_mode is 'text')

image_url

string

Image URL (when query_mode is 'url')

Use Cases

Visual similarity search
Reverse image lookup
Product image matching
Duplicate detection

Requirements

Collection must have image embeddings indexed

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