Voyage 3 Large
Voyage 3 Large is Voyage AI's most capable embedding model, producing high-dimensional vectors that deliver state-of-the-art retrieval quality. Voyage AI specializes exclusively in embeddings, and this focus shows — Voyage models consistently rank at or near the top of retrieval benchmarks across multiple domains.
Voyage 3 Large is the recommended choice for applications where retrieval quality is the primary concern, such as enterprise RAG systems, legal document retrieval, and scientific literature search.
Key Features
State-of-the-art retrieval quality
High-dimensional embeddings for maximum precision
Specialized embedding company (not a side product)
Strong performance across diverse domains
Excellent for long document embedding
Ideal Use Cases
Enterprise RAG requiring top retrieval quality
Legal and scientific document retrieval
High-precision semantic search engines
Quality-critical knowledge base applications
Technical Specifications
| Dimensions | 2048 |
| Modality | Text → Embedding |
| Provider | Voyage AI |
| Category | Embedding |
| Max Input | 32K tokens |
| Tier | Premium |
API Usage
1 curl -X POST https://api.vincony.com/v1/chat/completions \ 2 -H "Authorization: Bearer YOUR_API_KEY" \ 3 -H "Content-Type: application/json" \ 4 -d '{ 5 "model": "voyage/voyage-3-large", 6 "messages": [ 7 { "role": "user", "content": "Hello, Voyage 3 Large!" } 8 ] 9 }'
Replace YOUR_API_KEY with your Vincony API key. OpenAI-compatible endpoint — works with any OpenAI SDK.
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Frequently Asked Questions
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