Ml Engineering Python Packages

bentoml

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

tensorzero

TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation.

ai-data-science-team

An AI-powered data science team of agents to help you perform common data science tasks 10X faster.

modelgate-py

Containerized machine learning inference API and Python SDK. Instantly serve tabular ML models (Scikit-Learn/Joblib) dynamically from URLs with strict JSON schema validation and error shielding.

qwakbentoml

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

bentoml-unsloth

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

sentencebertservice

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

bentoml-core

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

yatai

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

ml-project-generator

ML Project Generator – A simple and efficient CLI tool that automates the setup of machine learning projects. Instantly create a well-structured ML project with the right folders, boilerplate code, and dependencies in just one command! 🚀

servifier

An easy-to-use tool for making web service with API from your own Python functions.

mlops-forge

A complete production-ready MLOps framework with built-in distributed training, monitoring, and CI/CD. Deploy ML models to production with confidence using our battle-tested infrastructure.