deduplicate_images

Remove duplicate images by identifying and retaining the most diverse subset using Jina CLIP v2 embeddings and submodular optimization. Ideal for managing large sets of visually similar images efficiently.

Instructions

Get top-k semantically unique images (URLs or base64-encoded) using Jina CLIP v2 embeddings and submodular optimization. Use this when you have many visually similar images and want the most diverse subset.

Input Schema

Name	Required	Description	Default
`images`	Yes	Array of image inputs to deduplicate. Each item can be either an HTTP(S) URL or a raw base64-encoded image string (without data URI prefix).
`k`	No	Number of unique images to return. If not provided, automatically finds optimal k by looking at diminishing return

Input Schema (JSON Schema)

{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false,
  "properties": {
    "images": {
      "description": "Array of image inputs to deduplicate. Each item can be either an HTTP(S) URL or a raw base64-encoded image string (without data URI prefix).",
      "items": {
        "type": "string"
      },
      "type": "array"
    },
    "k": {
      "description": "Number of unique images to return. If not provided, automatically finds optimal k by looking at diminishing return",
      "type": "number"
    }
  },
  "required": [
    "images"
  ],
  "type": "object"
}

Jina AI Remote MCP Server

deduplicate_images

Instructions

Input Schema

Input Schema (JSON Schema)

Other Tools from Jina AI Remote MCP Server

Related Tools

MCP directory API