ActionGoogle GeminiUpdated September 2026

How do I generate Gemini embeddings?

Short answer: You can gemini embed content in Google Gemini by hand from its own interface, but it won’t repeat itself. On TinyCommand, add the Google Gemini Gemini Embed Content 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.

Gemini Embed Content in Google Gemini — start free All 6 Google Gemini actions

Gemini Embed Content in Google Gemini — 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
Embedding Model model	options	Required	Embedding Model. Options: Gemini Embedding 001 (3K dim), Text Embedding 004
Text text	string	Required	Text (required)

Sample request

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

Returns

{
  "embedding": {
    "values": [
      0.012,
      -0.045
    ]
  }
}

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

Triggered by

Apps that pair well as the trigger for Gemini Embed Content.

Any of these apps can fire this action as part of a workflow.

Gmail → Google Gemini

1 Gmail triggers

Slack → Google Gemini

13 Slack triggers

Google Sheets → Google Gemini

2 Google Sheets triggers

HubSpot → Google Gemini

18 HubSpot triggers

FAQ

Questions about Gemini Embed Content.

What does the Gemini Embed Content action do in Google Gemini?

Generates embeddings using text-embedding-004 or gemini-embedding-001. For RAG-pipeline vector generation in Google AI ecosystem workflows.

What inputs does Gemini Embed Content require?

Required: Embedding Model, 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 Google Gemini returns an error?

The run history shows the failed step with its input and the error message Google Gemini returned, so you can fix the input and run the workflow again. Automatic retries are built into HTTP steps only, where you can also set your own retry count and delay.

Does Gemini Embed Content support batch operations?

Run Gemini Embed Content inside a loop to process each item in an array. TinyCommand does not throttle calls for you, so for large arrays add a Delay step if you need to stay within Google Gemini's rate limits.

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