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#mlops

Open source repositories tagged with #mlops, ranked by health score.

mlflow
mlflow/mlflow
Python
89
health

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.

26.9k
weaviate
weaviate/weaviate
Go
88
health

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

16.5k
lupinemachines
lupinemachines/lupine
C++
88
health

LUPINE is a GPU over IP bridge allowing GPUs on remote machines to be attached to CPU-only machines.

2.3k
PavanMudigonda
PavanMudigonda/zero-to-ai
Jupyter Notebook
87
health

Free AI/ML course with 950+ Jupyter notebooks — Python, deep learning, LLMs, RAG, agents, prompt engineering, fine-tuning, MLOps

35
lance-format
lance-format/lance
Rust
85
health

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..

6.8k
vllm-project
vllm-project/vllm-ascend
C++
83
health

Community maintained hardware plugin for vLLM on Ascend

2.4k