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#mlops

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

28 records
Tagged “mlops”Ranked by health index
PyPI · Go · crates.io
94Excellenthealth index
wandb/wandb
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
Python · Go★ 11.2K↓ 23M/moJul 20, 2026
MITJul 20, 2026 · metrics 1.13.0
PyPI · npm · Go +1
93Excellenthealth index
apache/airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Python★ 46.2K↓ 28.9M/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
Go · PyPI
88Excellenthealth index
weaviate/weaviate
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​.
Go★ 16.6KJul 17, 2026
BSD-3-ClauseJul 17, 2026 · metrics 1.13.0
Go · PyPI
87Excellenthealth index
creativesoftwarefdn/weaviate
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​.
Go★ 16.6KJul 17, 2026
BSD-3-ClauseJul 17, 2026 · metrics 1.13.0
PyPI · npm · Go +1
87Excellenthealth index
feast-dev/feast
The Open Source Feature Store for AI/ML
Python · Go★ 7,137↓ 615K/moJul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
Go · PyPI
87Excellenthealth index
kubeflow/kfserving
Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
Go · Python★ 5,705Jul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 1.13.0
Go · PyPI
87Excellenthealth index
semi-technologies/weaviate
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​.
Go★ 16.6KJul 17, 2026
BSD-3-ClauseJul 17, 2026 · metrics 1.13.0
Go · PyPI
85Excellenthealth index
kserve/kserve
Standardized Distributed Generative and Predictive AI Inference Platform for Scalable, Multi-Framework Deployment on Kubernetes
Go · Python★ 5,705Jul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 1.13.0
PyPI · crates.io
84Goodhealth index
nuclia/nucliadb
NucliaDB, The AI Search database for RAG
Python · Rust★ 718↓ 71.5K/moJul 22, 2026
Custom licenseJul 22, 2026 · metrics 1.13.0
PyPI · npm
83Goodhealth index
dagster-io/dagster
An orchestration platform for the development, production, and observation of data assets.
Python · TypeScript★ 15.9K↓ 8.6M/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
PyPI · npm
83Goodhealth index
mlflow/mlflow
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.
Python · TypeScript★ 27.1K↓ 40.1M/moJul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
Go
81Goodhealth index
flyteorg/flyte
Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.
Go★ 7,146Jul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 1.13.0
Go · PyPI
80Goodhealth index
skypilot-org/skypilot
Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, Slurm, 20+ clouds, on-prem).
Python★ 10.3KJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
PyPI
78Goodhealth index
AgileRL/AgileRL
Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary hyperparameter optimization.
Python★ 938↓ 1,021/moJul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 1.13.0
PyPI
78Goodhealth index
skops-dev/skops
skops is a Python library helping you share your scikit-learn based models and put them in production
Python★ 522↓ 18.6M/moJul 21, 2026
MITJul 21, 2026 · metrics 1.13.0
PyPI · npm
77Goodhealth index
swanhubx/swanlab
⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.
Python★ 4,064↓ 214.9K/moJul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 1.13.0
PyPI
74Goodhealth index
Labelbox/labelbox-python
The data factory for next gen AI
Python★ 153↓ 0/moJul 13, 2026
Apache-2.0Jul 13, 2026 · metrics 1.13.0
PyPI
73Goodhealth index
flyteorg/flytekit
Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.
Python★ 315↓ 413.1K/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
—
69Moderatehealth index
deepset-ai/haystack-core-integrations
Additional packages (components, document stores and the likes) to extend the capabilities of Haystack
Python★ 199Jul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 1.13.0
Go
66Moderatehealth index
airomhq/airom
Open-source AI Bill of Materials (AIBOM) scanner: inventories AI models, datasets, prompts, embeddings, vector DBs & RAG pipelines across code, containers & Kubernetes — with file:line evidence, load-time risk detection (poisoned pickle / Keras Lambda / unsafe torch.load) and NIST AI RMF / OWASP compliance mapping. CycloneDX · SARIF · JSON.
Go · MDX★ 8Jul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
npm
62Moderatehealth index
webgptorg/promptbook
Turn your company's scattered knowledge into AI ready Books ✨
TypeScript★ 164↓ 11.5K/moJul 15, 2026
Custom licenseJul 15, 2026 · metrics 1.13.0
Go
60Moderatehealth index
BaizeAI/kcover
🧯 Kubernetes coverage for fault awareness and recovery, works for any LLMOps, MLOps, AI workloads.
Go★ 35Jul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
PyPI
55Moderatehealth index
ai-hypercomputer/jetstream
JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).
Python★ 451Jul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
PyPI
55Moderatehealth index
google/jetstream
JetStream is a throughput and memory optimized engine for LLM inference on XLA devices, starting with TPUs (and GPUs in future -- PRs welcome).
Python★ 451Jul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
PyPI · npm
53Moderatehealth index
Epochix-dev/epochix
Visual storytelling for deep learning training runs.
Python · JavaScript★ 0↓ 2,625/moJul 20, 2026
Custom licenseJul 20, 2026 · metrics 1.13.0
Maven · PyPI
38At riskhealth index
whylabs/whylogs
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 collection, ensuring safety & robustness. 📈
Jupyter Notebook · Python · HTML★ 2,828Jul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
crates.io · PyPI
36At riskhealth index
qdrant/qdrant
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/
Rust · Python★ 33.5K↓ 95/moJul 22, 2026
Apache-2.0Jul 22, 2026 · metrics 1.13.0