Popular GitHub Repositories for Devops Engineers

? The Cloud-Native API Gateway and AI Gateway.

The Cloud-Native API Gateway and AI Gateway

An open-source runtime for composable workflows. Great for AI agents and CI/CD.

A curated list of references for MLOps

PredictionIO, a machine learning server for developers and ML engineers.

Amphion (/?m?fa??n/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.

BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.

ZenML ?: The bridge between ML and Ops. https://zenml.io.

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

LSP-AI is an open-source language server that serves as a backend for AI-powered functionality, designed to assist and empower software engineers, not replace them.

Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

Better Prometheus alerts for Kubernetes - smart grouping, AI enrichment, and automatic remediation

A course of learning LLM inference serving on Apple Silicon for systems engineers.

The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks in generative AI systems.

Code review powered by LLMs (OpenAI GPT4, Sonnet 3.5) & Embeddings ?? Improve code quality and catch bugs before you break production ? Lives in your Github/GitLab/Azure DevOps CI

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

Lore makes machine learning approachable for Software Engineers and maintainable for Machine Learning Researchers