ActionDeepInfraUpdated June 2026

How do I generate embeddings via DeepInfra?

Short answer: You can deepinfra embeddings in DeepInfra by hand from its own interface, but it won’t repeat itself. On TinyCommand, add the DeepInfra DeepInfra Embeddings 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.

Use this action All 3 DeepInfra actions

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: BGE Large EN v1.5, BGE M3, Sentence Transformers MiniLM
Text input	string	Required	Text (required)

Sample request

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

Returns

{
  "data": [
    {
      "embedding": [
        0.012
      ]
    }
  ],
  "model": "BAAI/bge-large-en-v1.5",
  "usage": {
    "prompt_tokens": 5
  }
}

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

FAQ

Questions about DeepInfra Embeddings.

What does the DeepInfra Embeddings action do in DeepInfra?

Generates embeddings from DeepInfra-hosted models (BGE, sentence-transformers). For RAG pipeline vector generation on a budget-friendly OSS inference provider.

What inputs does DeepInfra Embeddings 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 DeepInfra 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 DeepInfra Embeddings support batch operations?

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

More actions

Other DeepInfra actions.

Action

DeepInfra Chat Completion

Runs chat completion against DeepInfra-hosted open-source models (Llama, Mixtral, Qwen, DeepSeek) using OpenAI-compatible message-array shape. Competitive pricing for OSS inference at scale.