deduplicate_strings
Extract top-k semantically unique strings from a list using Jina embeddings and submodular optimization. Ideal for deduplication, selecting representative samples, or finding diverse content.
Instructions
Get top-k semantically unique strings from a list using Jina embeddings and submodular optimization. Use this when you have many similar strings and want to select the most diverse subset that covers the semantic space. Perfect for removing duplicates, selecting representative samples, or finding diverse content.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| k | No | Number of unique strings to return. If not provided, automatically finds optimal k by looking at diminishing return | |
| strings | Yes | Array of strings to deduplicate |
Input Schema (JSON Schema)
{
"$schema": "http://json-schema.org/draft-07/schema#",
"additionalProperties": false,
"properties": {
"k": {
"description": "Number of unique strings to return. If not provided, automatically finds optimal k by looking at diminishing return",
"type": "number"
},
"strings": {
"description": "Array of strings to deduplicate",
"items": {
"type": "string"
},
"type": "array"
}
},
"required": [
"strings"
],
"type": "object"
}