What can I automate with Embeddings in Sim?

You can OpenAI Embeddings, OpenRouter Embeddings, gemini Embeddings, cohere Embeddings, and mistral Embeddings with Embeddings in Sim, plus 1 more Embeddings tools listed on this page. Each runs as a tool inside an AI agent, so the agent can combine Embeddings with any other connected service and apply LLM reasoning between steps.

How do I connect Embeddings to Sim?

(1) Create a free account at sim.ai. (2) Create an agent in your workspace. (3) Drag an Embeddings block onto the workflow builder. (4) Paste your Embeddings API key to authenticate. (5) Pick a tool such as "OpenAI Embeddings", wire up its inputs, and click Run.

How do I OpenAI Embeddings with Embeddings in Sim?

Add an Embeddings block to your agent and select "OpenAI Embeddings" as the tool. Generate embeddings from text using OpenAI's embedding models. Fill in the required fields. Inputs can reference outputs from earlier steps, such as text generated by an AI block or data fetched from another integration.

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Embeddings integration for AI agents

Generate embeddings

View docs

Last updated October 2, 2026

What Sim agents can do with Embeddings

Turn text into embedding vectors for semantic search, clustering, and similarity. Supports OpenAI, OpenRouter, Google Gemini, Cohere, and Mistral embedding models, plus embedding models on a self-hosted Ollama.

Category: AI
Authentication: API key
Tools: 6
Triggers: 0
Documentation: Embeddings docs

How to automate Embeddings with Sim

Create a free account
Sign up at sim.ai in seconds. No credit card required. Your workspace is ready immediately.
Add an Embeddings block
Open your workspace, drag an Embeddings block onto the workflow builder, and paste in your Embeddings API key.
Configure, connect, and run
Pick the tool you need, wire in an AI agent for reasoning or data transformation, and run. Your Embeddings automation is live.

Agent templates

Ready-to-use templates featuring Embeddings. Click any to build it instantly.

Embeddings tools

6 Embeddings tools available to Sim agents.

OpenAI Embeddings

Generate embeddings from text using OpenAI's embedding models

OpenRouter Embeddings

Generate embeddings through OpenRouter

Gemini Embeddings

Generate embeddings from text using Google's Gemini embedding models

Cohere Embeddings

Generate embeddings from text using Cohere's embedding models

Mistral Embeddings

Generate embeddings from text using Mistral's embedding models

Ollama Embeddings

Generate embeddings on a self-hosted Ollama server

Frequently asked questions

Sim's Embeddings integration adds 6 tools to the AI agents you build in Sim's visual workflow builder. Generate embeddings.