E-commerce & Retail

Visual Product Search

Shop-by-image experience. Upload a product photo or describe what you're looking for and surface visually similar items from your catalog. Uses image + text fusion with diversity reranking.

2 stages

Read Docs

Integrate Now

No credit card to start · Build from $25/mo

Pipeline Stages

product_search

filter

feature_search

View parameters

{
  "searches": [
    {
      "feature_uri": "mixpeek://image_extractor@v1/google_siglip_base_v1",
      "query": {
        "input_mode": "text",
        "value": "{{INPUT.query}}"
      },
      "top_k": 100
    },
    {
      "feature_uri": "mixpeek://text_extractor@v1/multilingual_e5_large_instruct_v1",
      "query": {
        "input_mode": "text",
        "value": "{{INPUT.query}}"
      },
      "top_k": 100
    }
  ],
  "final_top_k": 40,
  "fusion": "rrf"
}

diversity_rerank

sort

mmr

View parameters

{
  "lambda_param": 0.7,
  "top_k": 20
}

Input Schema

query

text

required

Product description, style, or category to search for

e.g. red leather crossbody bag

Use Cases

Shop-by-image product discovery
Similar product recommendations
Visual catalog search
Outfit completion

Requirements

Collection must have image embeddings indexed
Collection must have text embeddings indexed

Ready to use this template?

Clone it into your namespace and start querying in minutes.