Explore Projects
Discover 91 open source projects
Showing 1-20 of 91 projects
GokuMohandas/Made-With-ML
Learn to build production-grade ML applications with code and best practices
apache/airflow
Apache Airflow for workflow orchestration
qdrant/qdrant
Vector database for AI applications
HumanSignal/label-studio
Open-source data labeling tool for AI/ML projects
mlflow/mlflow
MLflow is an open-source platform for building, tracking, and deploying AI/ML models with end-to-end observability and evaluation tools.
jina-ai/serve
Build and deploy AI services with cloud-native stack
EthicalML/awesome-production-machine-learning
Curated list of open source libraries for deploying, monitoring, and scaling machine learning in production
Avaiga/taipy
Taipy is a Python library that helps developers turn data and AI algorithms into production-ready web apps quickly.
NirDiamant/agents-towards-production
End-to-end tutorials covering production-grade GenAI agents with reusable patterns and blueprints.
stas00/ml-engineering
An open-source machine learning engineering reference with resources for training, deploying, and scaling AI models.
argoproj/argo-workflows
Argo Workflows is a powerful open-source workflow engine for Kubernetes, enabling complex data processing and machine learning pipelines.
weaviate/weaviate
Weaviate is an open-source vector database that combines vector search with structured filtering and scalability.
microsoft/agent-lightning
A lightweight AI agent trainer for building agentic AI models.
dagster-io/dagster
An open-source data orchestration platform for developing, running, and observing data pipelines and workflows.
microsoft/nni
An open-source AutoML toolkit for automating the machine learning lifecycle, including feature engineering, neural architecture search, and hyperparameter tuning.
DataTalksClub/mlops-zoomcamp
A free MLOps course that covers machine learning model deployment and monitoring
visenger/awesome-mlops
A curated list of references for MLOps, the practice of managing and automating machine learning workflows.
bentoml/OpenLLM
Deploy open-source LLMs as OpenAI-compatible API endpoints using BentoML's model serving framework.
great-expectations/great_expectations
A Python library that helps ensure data quality and reliability through data profiling and testing.
tensorzero/tensorzero
Open-source stack for industrial-grade LLM applications, including LLM gateway, observability, optimization, evaluation, and experimentation.
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