Voyage AI
Voyage AI embeddings and reranking
Voyage AI is the embedding-and-reranking specialist — purpose-built models that often outperform OpenAI's text-embedding-3-large on retrieval benchmarks at lower cost. Tiny Command exposes three actions, no triggers: Create Embeddings (single or batched embeddings against voyage-3, voyage-3-lite, or domain-specific models — voyage-finance-2 for financial documents, voyage-code-2 for code), Multimodal Embeddings (voyage-multimodal-3 — embeds text and images into the same vector space, useful for cross-modal RAG over mixed-content documents), Rerank (second-stage reranking with voyage-rerank-2 for higher-precision retrieval). The connection uses a Voyage API key from dash.voyageai.com. The domain-specific models are the standout: voyage-finance-2 outperforms general-purpose embeddings on financial document retrieval; voyage-code-2 understands code semantics better than text embeddings. For RAG pipelines in specific domains, swapping to the domain-tuned Voyage model often gives meaningful retrieval accuracy gains.
Do anything Voyage AI can do, from a workflow.
Every action accepts dynamic inputs from upstream nodes, whether that's an AI output, a form field, or a search result.
| Action | What it does |
|---|---|
| Create Embeddings | Generates state-of-the-art text embeddings using Voyage AI, Anthropic's officially recommended embeddings provider. Strong default for RAG with Claude. |
| Multimodal Embeddings | Embeds text and images in a shared vector space using Voyage's multimodal model. Use when you need cross-modal retrieval (find images by text query, or vice-versa). |
| Rerank | Reranks a list of candidate documents against a query, returning relevance scores. Standard last-mile step after vector retrieval to boost RAG precision before feeding context to the LLM. |
Pre-built Voyage AI workflows.
Clone any recipe and customize it in one click. Every recipe is fully editable.
Three things worth knowing.
Tiny Command counts a run the moment a trigger fires. Filtering early means only matching events spend your usage budget.
Connect Voyage AI once and every workflow on your account can use its triggers and actions. You don't have to re-auth per workflow.
Every Voyage AI field shows up in the visual picker for downstream nodes. The raw payload is there for power users, optional for everyone else.
Questions about the Voyage AI integration.
If we missed yours, ping support. We usually reply within an hour.
How do I connect Voyage AI to Tiny Command?
What Voyage AI triggers does Tiny Command support?
What Voyage AI actions can I run from a workflow?
Is the Voyage AI integration real-time?
Do I need to write code to use Voyage AI with Tiny Command?
How much does the Voyage AI integration cost?
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Do more with Voyage AI.
Wire it to Slack, Notion, HubSpot, Stripe, or any of the other 438 apps in our catalog. Setup takes roughly two minutes. Free to try, no credit card.
