Best real-time deployment tools in 2025

Cloud ML Engine

A managed environment for developing generative AI applications.

Llama.cpp

Efficient inference engine for C and C++ language models.

Vllm

Efficient engine for serving large language models with speed.

Albumentations

Image augmentation library for enhancing datasets in deep learning.

GGML

Efficient tensor library for machine learning on everyday devices.

Ubel

Get honest and humorous feedback on job applications.

TASK HUB AI

Learn and apply artificial intelligence to everyday tasks.

Omnifact

Generative AI platform prioritizing data security for businesses.

Amica

Decentralized network for hosting and monetizing AI models.

EasyPrompt

AI-driven interface for seamless Web3 interactions.