1.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/
+123 stars
from 35,247 · score 4.82
Trending repositories
Ranked by Attention Score: stars gained over the last 7 complete days
37 repositories by Attention Score · Oct 27, 2026 – Nov 2, 2026 (UTC)
2.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.
+87 stars
from 28,531 · score 4.48
3.GokuMohandas / Made-With-ML
Learn how to develop, deploy and iterate on production-grade ML applications.
+68 stars
from 49,824 · score 4.23
4.apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
+66 stars
from 47,277 · score 4.20
5.microsoft / agent-lightning
The absolute trainer to light up AI agents.
+56 stars
from 18,809 · score 4.04
6.stas00 / ml-engineering
Machine Learning Engineering Open Book
+55 stars
from 19,589 · score 4.03
7.HumanSignal / label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
+52 stars
from 28,547 · score 3.97
8.NirDiamant / agents-towards-production
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
+37 stars
from 21,769 · score 3.64
9.dagster-io / dagster
An orchestration platform for the development, production, and observation of data assets.
+37 stars
from 16,324 · score 3.64
10.BlueRingsLabs / no-shortcuts
Free Course : Data, Machine Learning, Deep Learning and AI Engineering, the long way round: the math, the code, the systems and the security. 173 lessons, 166 runnable labs, no shortcuts. Free under CC BY-NC 4.0.
+34 stars
from 132 · score 3.56
11.DataTalksClub / mlops-zoomcamp
Free MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohort
+33 stars
from 15,482 · score 3.53
12.skypilot-org / skypilot
The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.
+29 stars
from 10,748 · score 3.40
13.EthicalML / awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
+26 stars
from 21,037 · score 3.30
14.argoproj / argo-workflows
Workflow Engine for Kubernetes
+25 stars
from 17,052 · score 3.26
15.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.
+23 stars
from 16,911 · score 3.18
16.Netflix / metaflow
Build, Manage and Deploy AI/ML Systems
+19 stars
from 10,315 · score 3.00
17.evidentlyai / evidently
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
+19 stars
from 8,010 · score 3.00
18.fivetran / great_expectations
Always know what to expect from your data.
+11 stars
from 11,901 · score 2.48
19.bentoml / OpenLLM
Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.
+8 stars
from 12,567 · score 2.20
20.Avaiga / taipy
Turns Data and AI algorithms into production-ready web applications in no time.
+7 stars
from 19,446 · score 2.08
21.visenger / awesome-mlops
A curated list of references for MLOps
+7 stars
from 14,249 · score 2.08
22.kedro-org / kedro
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
+6 stars
from 11,034 · score 1.95
23.chiphuyen / machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
+6 stars
from 10,710 · score 1.95
24.feast-dev / feast
The Open Source Feature Store for AI/ML
+5 stars
from 7,347 · score 1.79
25.zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
+5 stars
from 5,628 · score 1.79
26.apache / hamilton
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
+5 stars
from 2,617 · score 1.79
27.kitops-ml / kitops
An open source DevOps tool from the CNCF for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.
+4 stars
from 1,434 · score 1.61
28.tensorzero / tensorzeroArchived
TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation.
+3 stars
from 11,707 · score 1.39
29.aws / amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
+3 stars
from 10,998 · score 1.39
30.activeloopai / deeplake
Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.
+3 stars
from 9,261 · score 1.39
31.wandb / wandb
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
+2 stars
from 11,309 · score 1.10
32.deepchecks / deepchecks
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
+2 stars
from 4,067 · score 1.10
33.tensorchord / envd
🏕️ Reproducible development environment for humans and agents
+2 stars
from 2,239 · score 1.10
34.superduper-io / superduper
Superduper: End-to-end framework for building custom AI applications and agents.
+1 stars
from 5,327 · score 0.69
35.determined-ai / determined
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
+1 stars
from 3,244 · score 0.69
36.logicalclocks / hopsworks
Hopsworks - Data-Intensive AI platform with a Feature Store
+1 stars
from 1,310 · score 0.69
37.rodrigo-arenas / Sklearn-genetic-opt
Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.
+1 stars
from 390 · score 0.69