ActionWriterUpdated June 2026

How do I generate embeddings with Writer's Palmyra-Embedding?

Short answer: You can create embedding in Writer by hand from its own interface, but it won’t repeat itself. On TinyCommand, add the Writer Create Embedding action to a workflow, map its 2 inputs from any upstream app, and it runs automatically every time the trigger fires. No code, and a free tier to start.

Create Embedding in Writer — start free All 3 Writer actions

Create Embedding in Writer — start free

Inputs

The fields this action accepts.

Every field can be mapped from an upstream trigger, AI step, table row, or hard-coded literal.

Field	Type	Required	Description
Model model	options	Optional	Model. Options: Palmyra Embedding
Text input	string	Required	Text (required)

Sample request

{
  "model": "{{trigger.model}}",
  "input": "{{trigger.input}}"
}

Returns

{
  "data": [
    {
      "index": 0,
      "embedding": [
        0.012
      ]
    }
  ],
  "usage": {
    "total_tokens": 5,
    "prompt_tokens": 5
  }
}

Use these fields in downstream nodes for routing, logging, or error handling.

FAQ

Questions about Create Embedding.

What does the Create Embedding action do in Writer?

Generates vector embeddings using Writer's Palmyra-Embedding model. Use for enterprise RAG pipelines where you want a single vendor for generation and embeddings.

What inputs does Create Embedding require?

Required: Text. Every input accepts a static value or a variable from any upstream node in your workflow.

Can I use dynamic inputs from earlier workflow nodes?

Yes. Any field on this action can pull values from upstream nodes, whether that's a form response, a trigger payload, an AI output, or a lookup result.

What happens if Writer returns an error?

The workflow pauses on the failed node, the error message is captured in the run log, and you can retry the run with one click. Auto-retry policies are configurable per workflow with exponential backoff up to 5 attempts.

Does Create Embedding support batch operations?

Yes. Run Create Embedding inside a Loop node to process arrays. TinyCommand handles Writer's rate limits automatically so you don't have to throttle manually.

How do I generate embeddings with Writer's Palmyra-Embedding?

The fields this action accepts.

Apps that pair well as the trigger for Create Embedding.

Questions about Create Embedding.

Other Writer actions.