Top 7 Rust Inference Projects

aici

6 1,714 9.9 Rust

AICI: Prompts as (Wasm) Programs

Project mention: HonoJS: Small, simple, and ultrafast web framework for the Edges | news.ycombinator.com | 2024-04-15

Have you looked at AICI by Microsoft yet?
https://github.com/microsoft/aici/

ort

7 555 9.3 Rust

A Rust wrapper for ONNX Runtime (by pykeio)

Project mention: AI Inference now available in Supabase Edge Functions | dev.to | 2024-04-16

To solve this, we built a native extension in Edge Runtime that enables using ONNX runtime via the Rust interface. This was made possible thanks to an excellent Rust wrapper called Ort:

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
blindai

6 490 8.0 Rust

Confidential AI deployment with secure enclaves :lock:
snips-nlu-rs

2 337 10.0 Rust

Snips NLU rust implementation
onnxruntime-rs

2 260 0.0 Rust

Rust wrapper for Microsoft's ONNX Runtime (version 1.8)
meteorite

1 8 5.4 Rust

A fast and simple web server for machine learning models (by deploifai)
mediapipe-rs

1 0 5.5 Rust

A Rust library for mediapipe tasks for WasmEdge WASI-NN.

Project mention: Release: WasmEdge 0.12 and 0.12.1 | news.ycombinator.com | 2023-05-28

https://wasmedge.org/docs/contribute/plugin/intro
Some examples:
WasmEdge’s Tensorflow Lite plugin enables lightweight (1/10 of Linux containers) and fast (native GPU) AI inference apps for Tensorflow Lite models. https://wasmedge.org/docs/develop/rust/ai_inference/tensorfl...
WasmEdge’s PyTorch plugin enables lightweight (1/10 of Linux containers) and fast (native GPU) AI inference apps for PyTorch models. https://wasmedge.org/docs/develop/rust/ai_inference/pytorch/
Through the new WasmEdge plugin system, the community are adding support for libraries like zlib, OpenCV, tesseract and ffmpeg etc. Putting these together, we are supporting complex AI libraries such as Mediapipe on WasmEdge! https://github.com/yanghaku/mediapipe-rs
The Mediapipe story is esp interesting since WasmEdge is now adapted as a runtime for stream data process in products like Fluvio, Redpanda, YoMo, RisingWave and others. Mediapipe support allows developers to add AI into the stream data pipeline. https://github.com/xxchan/fluvio/pull/1
WasmEdge’s eBPF plugin enables developers to create secure and containerized eBPF tools and controllers in Kubernetes environments.

InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).