# TurboVec

Rust vector index.

Source: [Console review](<https://console.dev/tools/turbovec>)

Website: [https://github.com/RyanCodrai/turbovec](<https://github.com/RyanCodrai/turbovec>)

Profile updated: 2026-10-16

Category: [Models & infrastructure](<https://console.dev/tools/categories/ai-models-infrastructure>)

## Supported tech stack

Research checked: 2026-10-11

### SDK support

- Python (Language)
- Rust (Language)

Source: [Research source](<https://github.com/RyanCodrai/turbovec>)

Documented compatibility; coverage may be incomplete. Written in describes implementation, not user-project language support.

In-process vector index provides Python and Rust APIs.

## Console’s review — 2026-08-20

Reviewed: 2026-08-20

Author: [David Mytton](<https://console.dev/about#david-mytton>)

Citation: [This review](<https://console.dev/tools/turbovec#review_6131a86455fc8b939bb8b7d58ceb84de2fdba2a4108664cea4609fb698d942d0>)

### What we like

Built on Google’s TurboQuant algorithm. Add vectors without any training step or tuning. Bundles optimized kernels for various architectures. Runs locally and self-hosted. Integrates into common frameworks (LangChain, LlamaIndex, Haystack, Agno).

### Tradeoffs

Good integration docs, but minimal operational docs about how to run it.

This review reflects Console’s assessment at publication on 2026-08-20. Features and limitations may have changed since the review date.

## Is TurboVec a fit?

Based on [Console’s review published on 2026-08-20](<https://console.dev/tools/turbovec#review_6131a86455fc8b939bb8b7d58ceb84de2fdba2a4108664cea4609fb698d942d0>).

Summary updated: 2026-10-16

### Who it’s for

Developers using common frameworks like LangChain, LlamaIndex, Haystack, or Agno should consider TurboVec

### Why consider it

TurboVec allows adding vectors without any training step or tuning

### Keep in mind

TurboVec has minimal operational documentation

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