Fast transformer inference for Ruby

Arabic diacriticizer from Interscript.

Ruby port of Laya: typed decisions (choice, score, noul) over any state in a single forward pass, with calibrated probabilities and a router that picks the right checkpoint per request (English, multilingual, typed-decisions). Inference runs on ONNX Runtime against exports of the published checkp...

Detect credential stuffing, SQL injection, XSS, and other attacks using ML embeddings. Lightweight (~30MB model) with ~2ms inference time.

An AI-powered Ruby library that performs comprehensive on-device compromise detection for mobile applications. Features include root/jailbreak detection, emulator detection, hooking framework detection, application integrity checks, advanced network security analysis with certificate pinning and ...

OpenAI CLIP embeddings, uses ONNX models. Allows to create embeddings for images and text

A Ruby 4 API and CLI for Dense Cohere ASR checkpoints, with native audio decoding, Silero or energy VAD, MMS CTC word alignment, subtitle rendering, and a source-built C/C++ inference backend.

A comprehensive forensic deepfake detection toolkit designed for law enforcement, military, and national security applications. Features AI/ML detection algorithms, forensic reporting, and court-admissible evidence generation with high accuracy deepfake detection for video, audio, and image fi...

Precompiled emb server binary.

A Ruby port of FastEmbed - fast text embeddings using ONNX Runtime

Basic Ruby inference wrapper for the GLiNER2 ONNX model.

Denoises audio (Speech Enhancement) using GTCRN model

Easy to use some onnx models (ruri-v3, multilingual-e5, gemma4-e2b). Models are downloaded on demand via Kiribi.download.

[DEPRECATED] Use the kiribi gem directly (Kiribi.download/load). This addon will be removed.

[DEPRECATED] Use the kiribi gem directly (Kiribi.download/load). This addon will be removed.

[DEPRECATED] Use the kiribi gem directly (Kiribi.download/load). This addon will be removed.

Typed decisions (choice, score, noul) with calibrated probabilities in one forward pass. A Ruby port of @receptron/laya on top of the onnxruntime and tokenizers gems.

Determines file content types using original Magika's ONNX model

OnnxRuntime extension for MemoryView exporters and pointers

Detect NSFW images quickly using a pre-trained model ported from nsfwjs