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Repositories in this selection 71 · UTC 2026-11-03
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1—Qqdrant / qdrantQdrant - 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/RustApache-2.0 · PermissiveInsufficient rank history35,3892,793——2026-11-02
2—Mmlflow / mlflowThe 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.PythonApache-2.0 · PermissiveInsufficient rank history28,6306,571——2026-11-02
3—HHumanSignal / label-studioLabel Studio is a multi-type data labeling and annotation tool with standardized output formatTypeScriptApache-2.0 · PermissiveInsufficient rank history28,6143,776——2026-11-02
4—Jjina-ai / serve☁️ Build multimodal AI applications with cloud-native stackPythonApache-2.0 · PermissiveInsufficient rank history21,8502,237——2025-03-24
5—NNirDiamant / agents-towards-productionEnd-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.Jupyter NotebookNOASSERTION · Restricted / unknownInsufficient rank history21,8112,885——2026-11-02
6—EEthicalML / awesome-production-machine-learningA curated list of awesome open source libraries to deploy, monitor, version and scale your machine learningUnknownMIT · PermissiveInsufficient rank history21,0672,616——2026-11-01
7—Sstas00 / ml-engineeringMachine Learning Engineering Open BookPythonCC-BY-SA-4.0 · Share derivative sourceInsufficient rank history19,6581,301——2026-11-02
8—AAvaiga / taipyAuthor description: Turns Data and AI algorithms into production-ready web applications in no time.PythonApache-2.0 · PermissiveInsufficient rank history19,4531,999——2026-08-10
9—Mmicrosoft / agent-lightningThe absolute trainer to light up AI agents.PythonMIT · PermissiveInsufficient rank history18,8741,702——2026-11-02
10—Wweaviate / weaviateWeaviate 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.GoNOASSERTION · Restricted / unknownInsufficient rank history16,9341,433——2026-11-02
11—Ddagster-io / dagsterAn orchestration platform for the development, production, and observation of data assets.PythonApache-2.0 · PermissiveInsufficient rank history16,3642,395——2026-10-30
12—DDataTalksClub / mlops-zoomcampFree MLOps course from DataTalks.Club. Register here 👇🏼 to get notified about the next cohortJupyter NotebookUnknown · Restricted / unknownInsufficient rank history15,5183,079——2026-10-15
13—Vvisenger / awesome-mlopsA curated list of references for MLOpsUnknownUnknown · Restricted / unknownInsufficient rank history14,2572,130——2024-11-21
14—Bbentoml / OpenLLMRun any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.PythonApache-2.0 · PermissiveInsufficient rank history12,581849——2026-11-02
15—Ffivetran / great_expectationsAlways know what to expect from your data.PythonApache-2.0 · PermissiveInsufficient rank history11,9141,882——2026-11-02
16—Wwandb / wandbThe AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.PythonMIT · PermissiveInsufficient rank history11,313913——2026-11-03
17—Kkedro-org / kedroAuthor description: 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.PythonNOASSERTION · Restricted / unknownInsufficient rank history11,0421,097——2026-11-02
18—Aaws / amazon-sagemaker-examplesExample 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.Jupyter NotebookApache-2.0 · PermissiveInsufficient rank history11,0016,944——2026-10-14
19—Sskypilot-org / skypilotThe AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.PythonApache-2.0 · PermissiveInsufficient rank history10,7851,328——2026-11-03
20—Cchiphuyen / machine-learning-systems-designA booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`HTMLUnknown · Restricted / unknownInsufficient rank history10,7171,651——2023-04-15
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