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Voyage AI

Rationale

Voyage AI is our provider for embedding models.

The main reasons why we chose it over other alternatives are the following:

  • It is highly accurate.

  • It has low latency.

  • It is the only one with a model specific for code.
  • It offers easy consumption through API endpoints.

  • The pricing model is based on usage.

Model comparison

Alternatives

The following alternative was considered but not chosen for the specified reason:

OpenAI Vector Embeddings

  • It does not offer code specific embedding.

Usage

We use Voyage AI for embedding models in most of our RAG architectures.