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Voyage Finance

Pay-as-you-go

Purpose-built embedding model for finance with best-in-class retrieval accuracy, recommended by Anthropic for RAG.

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Voyage Finance is a purpose-built embedding model specifically designed for the financial domain, with voyage-finance-2 offering best-in-class retrieval accuracy on financial documents. Recommended by Anthropic for financial RAG applications, it delivers superior performance on SEC filings, earnings reports, and financial news. For finance teams, Voyage Finance provides the highest retrieval accuracy for high-stakes financial applications where precision matters. Its specialized training on financial corpora ensures nuanced understanding of financial terminology, market context, and document structure.

Key Features

  • βœ“Purpose-built for the financial domain
  • βœ“Best-in-class retrieval accuracy on finance docs
  • βœ“Recommended by Anthropic for financial RAG
  • βœ“Specialized training on financial corpora
  • βœ“Superior financial terminology understanding
  • βœ“Optimized for high-stakes financial applications

Finance Use Cases

  1. High-accuracy SEC filing retrieval and search
  2. Financial research semantic search
  3. Earnings call Q&A with precise retrieval
  4. Investment document analysis and comparison

Pros

  • βœ“Highest retrieval accuracy for financial documents
  • βœ“Domain-specific training outperforms general models
  • βœ“Recommended by Anthropic for Claude RAG pipelines
  • βœ“Excellent for precision-critical finance use cases

Cons

  • βœ—Cloud-only, no on-premise deployment
  • βœ—Higher cost per token than general-purpose models
  • βœ—Smaller ecosystem and community

Compatible Vector Databases

pineconeweaviatechromaqdrantmilvus

Compatible LLMs

anthropicopenaicoheremeta-llamamistral

Compatible Frameworks

langchainllamaindexhaystackdspy

Technical Details

Deployment
cloud
Platforms
api, python
Programming Languages
python, typescript
Open Source
No
License
Proprietary
Last Updated
2026-07-22

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Pricing

Pay-as-you-go$0.12 per 1M tokens
Usage-based
EnterpriseCustom pricing for volume
Custom

Prices are indicative and may vary.

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