An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collec…

The simplest way to serve AI/ML models in production

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

😎 A curated list of awesome MLOps tools

A curated list of references for MLOps

🦉 Data Versioning and ML Experiments

Open-source vector similarity search for Postgres

A library for efficient similarity search and clustering of dense vectors.

Open source annotation tool for machine learning practitioners.

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

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

aim-mlflow integration

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/

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

Universal LLM Deployment Engine with ML Compilation