ZenML Blog

The latest news, opinions and technical guides from ZenML.
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mlstacks
3 Mins Read

Introducing mlstacks: a refreshed way to deploy MLOps infrastructure

We released an updated way to deploy MLOps infrastructure, building on the success of the `mlops-stack` repo and its stack recipes. All the new goodies are available via the `mlstacks` Python package.
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ZenML
4 Mins Read

Launching MLOps Platform Sandbox: A Production-Ready MLOps Platform in an Ephemeral Environment

An easy way to deploy an ephemeral MLOps stack, inclusive of ZenML, Kubeflow, MLflow, and Minio Bucket. This one-stop sandbox provides users an interactive playground to explore pre-built pipelines and effortlessly experiment with various MLOps tools, without the burden of infrastructure setup and management.
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ZenML Updates
7 Mins Read

Unleashing More Power and Flexibility with ZenML's New Pipeline and Step Syntax

The 0.40.0 release introduces a completely reworked interface for developing your ZenML steps and pipelines. It makes working with these components much more natural, intuitive, and enjoyable.
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Case Studies
10 mins read

Using ZenML with LLMs to Analyze Your Databases: A Case Study with you-tldr.com and Supabase/GPT-4

Explore how ZenML, an MLOps framework, can be used with large language models (LLMs) like GPT-4 to analyze and version data from databases like Supabase. In this case study, we examine the you-tldr.com website, showcasing ZenML pipelines asynchronously processing video data and generating summaries with GPT-4. Understand how to tackle large language model limitations by versioning data and comparing summaries to unlock your data's potential. Learn how this approach can be easily adapted to work with other databases and LLMs, providing flexibility and versatility for your specific needs.
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ZenML Updates
6 mins read

Introducing ZenML Hub: Streamlining MLOps Collaboration with Reusable Components

ZenML is launching the ZenML Hub, a novel plugin system that allows users to contribute and consume stack component flavors, pipelines, steps, materializers, and other pieces of code seamlessly in their ML pipelines.
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ZenML
10 Mins Read

Productionalizing LangChain and LlamaIndex with a ZenML MLOps Pipeline to Help Community Slack Support

We decided to explore how the emerging technologies around Large Language Models (LLMs) could seamlessly fit into ZenML's MLOps workflows and standards. We created and deployed a Slack bot to provide community support.
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ZenML
6 Mins Read

ZenNews: Generate summarized news on a schedule

ZenNews is a tool powered by ZenML that can automate the summarization of news sources and save you time and effort while providing you with the information you need.
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ZenML
5 Mins Read

Build ML Models Faster with ZenML Project Templates

Getting started with your ML project work is easier than ever with Project Templates, a new way to generate scaffolding and a skeleton project structure based on best practices.
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ZenML
4 Mins Read

Admirer: Open-Ended VQA Requiring Outside Knowledge

A winning entry - 'Most Promising Entry' prize winner at Month of MLOps 2022 competition.
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