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": "content",
        "value": "{{INPUT.image_url}}"
      },
      "top_k": 100,
      "on_empty": "skip"
    },
    {
      "feature_uri": "mixpeek://image_extractor@v1/google_siglip_base_v1",
      "query": {
        "input_mode": "text",
        "value": "{{INPUT.text_query}}"
      },
      "top_k": 100,
      "on_empty": "skip"
    }
  ],
  "final_top_k": 50,
  "fusion": "rrf"
}

diversity_filter

sort

mmr

View parameters

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

Input Schema

image_url

image

Query image (URL or base64). Provide this, text_query, or both.

e.g. https://example.com/photo.jpg

text_query

text

Text description of the image to find. Provide this, image_url, or both.

e.g. red sports car at sunset

Use Cases

Visual similarity search
Reverse image lookup
Product image matching
Duplicate detection

Requirements

Collection must have image embeddings indexed

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