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Metaflow

Appears in 6 awesome lists

Netflix's ML platform for building and managing real-world AI systems. Powers thousands of projects at Netflix, Amazon, and DoorDash. Apache 2.0 licensed.

Open github.comnetflix/metaflow

Found in these lists

Awesome Argo

Section: Ecosystem Projects · is a Python library for building and managing real-life data science projects.

FreshScore 83

Awesome Data Analysis

Section: Tools · A human-friendly Python library for helping scientists and engineers build and manage real-life data science projects.

FreshScore 80

Awesome LLMOps

Section: Workflow · Build and manage real-life data science projects with ease!

ActiveScore 75

Awesome Open Source AI

Section: 8. MLOps / LLMOps & Production · Netflix's ML platform for building and managing real-world AI systems. Powers thousands of projects at Netflix, Amazon, and DoorDash. Apache 2.0 licensed.

FreshScore 89

Awesome Production Machine Learning

Section: Data Pipeline · A framework for data scientists to easily build and manage real-life data science projects.

FreshScore 92

awesome-python

Section: Data Science and Analytics · Build, Manage and Deploy AI/ML Systems

FreshScore 81

LiteLLM

Unified proxy and SDK that routes to 100+ LLM providers behind a single OpenAI-compatible interface, with a Router handling retry/fallback across deployments, per-project cost and rate-limit tracking, and OTEL callback integrations. The right infrastructure layer when your harness needs provider…

In 16 listsDetails

Opik

Comet's open-source AI observability and evaluation platform: deep tracing of LLM calls, conversation logging, and agent activity, plus built-in eval metrics, prompt versioning, guardrails, and the Opik Agent Optimizer. Worth including because it unifies observability, verification, and…

In 16 listsDetails

Colossal-AI

(from Hpcaitech) - A Unified Deep Learning System for Large-Scale Parallel Training (1D, 2D, 2.5D, 3D and sequence parallelism, and ZeRO protocol).

In 14 listsDetails

Haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search,…

In 13 listsDetails

KubeStellar Console

Multi-cluster Kubernetes MCP server bridging Gemini CLI to kubeconfig and Kubernetes APIs. Manage clusters, policies, and 20+ CNCF project integrations across edge and cloud. Install via brew tap kubestellar/tap && brew install kc-agent.

In 13 listsDetails

vLLM

State-of-the-art serving engine with PagedAttention and continuous batching. Currently the fastest production-grade LLM server.

In 11 listsDetails

Prefect

Workflow management system that makes it easy to take your data pipelines and add semantics like retries, logging, dynamic mapping, caching, failure notifications, and more.

In 11 listsDetails

MindsDB

MindsDB is an Explainable AutoML framework for developers. With MindsDB you can build, train and use state of the art ML models in as simple as one line of code.

In 11 listsDetails