Action: Create Embeddings

Mistral AI Operation

The Create Embeddings action converts text or data into numerical vectors to enable semantic search, similarity comparison, or machine learning tasks.

Example User Story

I want to compare customer feedback at scale, so Mistral AI can create embeddings from each review to group similar opinions and highlight key trends automatically.

Fields

Field Name	Field Type	Required
text	String	Yes

Related Connections

Mistral AI

Related Automations

Example link

Code (Apache v2.0): Operation

{
  "handle": "create-embeddings",
  "state": "inDev",
  "meta": {
    "short": "Create Embeddings",
    "description": "Generate embeddings for given text using Mistral AI's API."
  },
  "input": [
    {
      "name": "text",
      "type": "String",
      "required": true,
      "meta": {
        "description": "The input text to generate embeddings for."
      }
    }
  ],
  "output": [
    {
      "name": "embeddings",
      "type": "Array",
      "selector": ["embeddings"],
      "meta": {
        "description": "The generated embeddings for the input text."
      }
    }
  ],
  "steps": [
    {
      "type": "http",
      "http": {
        "method": "POST",
        "path": "/embeddings",
        "headers": {
          "Content-Type": "application/json"
        },
        "bodyTemplate": {
          "value": "{\"text\": \"{{text}}\"}",
          "placeholders": [
            {
              "name": "text",
              "type": "String",
              "description": "The input text to generate embeddings for.",
              "required": true
            }
          ]
        }
      }
    }
  ]
}