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What is QVAC?

The QVAC SDK is a versatile toolkit tailored for developers interested in embedding on-device AI inference within applications built using JavaScript/TypeScript or Python. It offers a cohesive API that simplifies the execution of a variety of supported language, vision, and speech models on both mobile and desktop systems, featuring capabilities such as model discovery, downloads, inference APIs, and optional connections to external providers. By utilizing this toolkit, developers can implement AI functionalities that work offline, allowing for prompt handling and processing to take place directly on the device for local inference. In addition, QVAC includes an OpenAI-compatible server and plugins that effortlessly connect local models with development tools. Targeted primarily at creators of AI-driven applications, the SDK's documentation thoroughly explains the setup process, model selection, and task management related to text generation, image processing, and audio handling, with functionalities that may differ based on the selected model and platform. Moreover, the QVAC SDK is available as free, open-source software under the Apache 2.0 license, and utilizing local inference does not require a hosted QVAC account, further enhancing its attractiveness for developers. This level of flexibility and simplicity positions the QVAC SDK as a powerful solution for integrating advanced AI features into contemporary applications, enabling developers to explore innovative possibilities in their projects. Additionally, the supportive community surrounding the SDK provides a wealth of resources for troubleshooting and inspiration, ensuring developers have the assistance they need throughout their integration journey.

What is Mirai?

Mirai stands out as a sophisticated platform designed specifically for developers, focusing on on-device AI infrastructure that facilitates the conversion, optimization, and execution of machine learning models right on Apple devices, all while prioritizing performance and user privacy. With a streamlined workflow, teams can effectively convert and quantize models, evaluate their performance, distribute them, and perform local inference without any hassle. Tailored for Apple Silicon, Mirai aims to deliver near-zero latency and eliminate inference costs, ensuring that the processing of sensitive data remains entirely on the user's device for enhanced security. Its comprehensive SDK and inference engine empower developers to quickly embed AI capabilities into their applications, utilizing hardware-aware optimizations to fully harness the potential of the GPU and Neural Engine. Additionally, Mirai incorporates dynamic routing features that smartly decide on the optimal execution path for tasks, whether it be executing locally or accessing cloud resources, while considering important factors like latency, privacy, and workload requirements. This adaptability not only improves the overall user experience but also equips developers with the tools to craft more responsive and efficient applications that cater specifically to the needs of their users, ultimately driving innovation in the realm of on-device AI.

Media

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Media

Integrations Supported

Hugging Face
OpenClaw
OpenCode

Integrations Supported

Bookline
DeepSeek R1
Gemma 3
Gemma 4
LFM-3B
Llama
Polaris
Qwen3
SmolLM2
gpt-oss-120b

API Availability

Has API

API Availability

Pricing Information

$0
Free and open source under Apache 2.0. Local inference has no subscription, API-key, or per-token charge.
Free Version

Pricing Information

Pricing not provided
Free Version

Supported Platforms

Android
iPhone
iPad
Windows
Mac
On-Prem
Linux

Supported Platforms

SaaS
iPhone
iPad
Mac

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Online Training

Company Facts

Organization Name

Tether Data

Company Location

El Salvador

Company Website

qvac.tether.io/products/sdk

Company Facts

Organization Name

Mirai

Date Founded

2024

Company Location

United States

Company Website

trymirai.com

Categories and Features

AI SDKs

Not specified

Categories and Features

AI Inference

Not specified

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