STACKQUADRANT

AI DevOps

MLOps, deployment, monitoring, and lifecycle management tools

42 repos

LiteLLM

8.4

LiteLLM — a leading open-source project in the AI/LLM ecosystem.

★ 61.1k◇ 12.3kPython

GokuMohandas/Made-With-ML

6.6

Learn how to design, develop, deploy and iterate on production-grade ML applications.

★ 49.7k◇ 7.8kJupyter Notebook

apache/airflow

8.8

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

★ 47.2k◇ 18.0kPython

ComposioHQ/composio

8.6

Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.

★ 30.5k◇ 4.9kTypeScript

HumanSignal/label-studio

8.4

Label Studio is a multi-type data labeling and annotation tool with standardized output format

★ 28.5k◇ 3.7kTypeScript

jina-ai/serve

7.0

☁️ Build multimodal AI applications with cloud-native stack

★ 21.9k◇ 2.2kPython

EthicalML/awesome-production-machine-learning

8.3

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

★ 21.0k◇ 2.6k

stas00/ml-engineering

7.6

Machine Learning Engineering Open Book

★ 19.5k◇ 1.3kPython

Avaiga/taipy

7.6

Turns Data and AI algorithms into production-ready web applications in no time.

★ 19.4k◇ 2.0kPython

microsoft/agent-lightning

7.8

The absolute trainer to light up AI agents.

★ 18.7k◇ 1.7kPython

TransformerOptimus/SuperAGI

6.7

<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.

★ 17.7k◇ 2.2kPython

argoproj/argo-workflows

8.3

Workflow Engine for Kubernetes

★ 17.0k◇ 3.7kGo

dagster-io/dagster

8.2

An orchestration platform for the development, production, and observation of data assets.

★ 16.3k◇ 2.3kPython

raga-ai-hub/RagaAI-Catalyst

6.9

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

★ 16.2k◇ 3.6kPython

vibrantlabsai/ragas

7.1

Supercharge Your LLM Application Evaluations 🚀

★ 16.0k◇ 1.8kPython

DataTalksClub/mlops-zoomcamp

6.6

Free MLOps course from DataTalks.Club

★ 15.4k◇ 3.1kJupyter Notebook

microsoft/nni

6.6

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

★ 14.4k◇ 1.9kPython

visenger/awesome-mlops

6.2

A curated list of references for MLOps

★ 14.2k◇ 2.1k

Portkey-AI/gateway

7.3

A blazing fast AI Gateway with integrated guardrails. Route to 200+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.

★ 13.2k◇ 1.3kTypeScript

dataelement/bisheng

8.1

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.

★ 12.0k◇ 2.0kPython

great-expectations/great_expectations

8.3

Always know what to expect from your data.

★ 11.9k◇ 1.9kPython

fivetran/great_expectations

8.3

Always know what to expect from your data.

★ 11.9k◇ 1.9kPython

tensorzero/tensorzero

7.4

TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation.

★ 11.7k◇ 973Rust

wandb/wandb

8.0

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

★ 11.3k◇ 903Python