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Projects

Resources to learn how to use ZenML practically.

ZenML Projects are small-scale production-grade ML use cases powered by ZenML. They are fully fleshed-out, end-to-end, projects that showcase ZenML's capabilities. They can also serve as a template from which to start similar projects.
Using ZenML with LLMs to analyze and version data from databases
Explore how ZenML can be used with large language models (LLMs) like GPT-4 to analyze and version data from databases like Supabase.
Build an LLM-powered community Slack bot
Productionalizing LangChain and LlamaIndex with a ZenML MLOps Pipeline to Help Community Slack Support.
Summarize news articles with NLP
A tool powered by ZenML that can automate the summarization of news sources.
Use ZenML seamlessly with GitHub Actions
A GitHub workflow that automates CI/CD with continuous model training and continuous model deployment to production.
Detect sign language alphabet in real-time images using Yolov5
Detect and recognize the American Sign Language alphabet in real-time images using Yolov5 and ZenML.
Forecasting wind power generation
Predict electricity power generation based on wind forecast In Orkney, Scotland.
Start working on your own projects with ZenML Templates
If you like the projects listed above and you are interested in creating your own project, you can take a look at our ZenML Project Templates. The goal of these templates is to help you generate ready-to-use scaffolding for your own projects, with everything you need to get started: steps, pipelines, stack configurations, and other useful resources.

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