mlops

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/

TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation.

Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

ModelFox makes it easy to train, deploy, and monitor machine learning models.

🧠 Motorhead is a memory and information retrieval server for LLMs.

PostgreSQL vector database extension for building AI applications

A work in progress to build out solutions in Rust for MLOPs

A work in progress to build out solutions in Rust for MLOPs

A robust (🐢) and fast (🐇) MLOps tool for managing data and pipelines in Rust (🦀)

AI lifecycle platform for classical ML and agentic systems. Versioned, encrypted registries for data, models, experiments, prompts, agents, MCPs, and skills. Pre/deploy/post-deployment patterns. Real-time monitoring and evaluation via Scouter. Rust core, governed by design

Workflow transpilation and execution framework - import LangChain, Airflow, GitHub Actions, Kubernetes, Docker Compose

nabled aims to be Rust's goto library for Linear Algebra & ML: performant, comprehensive, and correct.

Single-forward-pass semantic routing in Rust: turn dense LLMs (Llama, Qwen, Mistral, Gemma) into a typed decision API with LoRA/QLoRA training and FP8/FP4 quantization, built on Candle.

An artificial MLOps engineer.

Gentle observability for long training runs

Fai-Protocol - Distributed Version Control for Large Files

Just you average function (there is nothing going on)

ml-cellar provides a CLI to support model registry, storing ML models like a wine cellar and enabling minimal MLOps. By using Git LFS, ml-cellar offers essential MLOps functions including Artifact Store, Model Registry, and Serving.

Large file storage for Git via symlinks - no LFS server, no pointer files, any rclone remote