mlops

qdrant/qdrant

+108

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

mlflow/mlflow

+77

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

ml-engineering

+56

Machine Learning Engineering Open Book

label-studio

+47

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

apache/airflow

+43

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

flyteorg/flyte

+42

Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)

InferenceX

+39

Open Source AI Accelerator Research Platform Standard / 开源推理研究平台

sie

+38

Open-source inference server and production cluster for all the models your agent needs.

agents-towards-production

+39

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.