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Home of workflow orchestration for data and ML at scale.

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Data Quality
Pandera 0.20.0: Pyarrow Data Type Support
Niels Bantilan
Niels Bantilan
•
July 29, 2024

Pandera 0.20.0: Pyarrow Data Type Support

Pandera v0.20.* now supports Pyarrow data types in the pandas validation engine 🚀.
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Accelerated Datasets
Reduce the Runtime & Memory Requirements of your Workloads by more than 50% with Accelerated Datasets
Pryce Turner
Pryce Turner
•
July 10, 2024

Reduce the Runtime & Memory Requirements of your Workloads by more than 50% with Accelerated Datasets

Bioinformaticians and ML engineers often need to balance performance versus cost when running data-intensive workloads.
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Serverless
Introducing Union Serverless
Haytham Abuelfutuh
Haytham Abuelfutuh
•
June 28, 2024

Introducing Union Serverless

Orchestrate your AI, with serverless execution and pay-as-you-go pricing.
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Agents
Cut OpenAI Batch Pipeline Costs by Over 50% with Zero Container Overhead
Samhita Alla
Samhita Alla
•
June 18, 2024

Cut OpenAI Batch Pipeline Costs by Over 50% with Zero Container Overhead

OpenAI real-time client is ideal for real-time responses, especially for use cases and needs where price is not a factor...
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Artifacts
Data-aware, Event-driven AI Orchestration with Artifacts
Niels Bantilan
Niels Bantilan
•
June 3, 2024

Data-aware, Event-driven AI Orchestration with Artifacts

Artifacts provide a core abstraction that serves as an interface between the different teams that work together to build AI-powered products.
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Article
Scaling patterns for batch workloads on K8s
Haytham Abuelfutuh
Haytham Abuelfutuh
•
May 29, 2024

Scaling patterns for batch workloads on K8s

Batch workloads often involve large data processing and dependency on other batch workloads.
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Upcoming events

Sep 18, 5:30pm PST
AI Talks at Union.ai (in-person): Evaluating AI Agents & LLMs
Sep 25, 12:00–1:00pm PDT
Intro to Object Detection & Computer Vision Pipelines - AI Workshop

Popular articles

Niels Bantilan
Niels Bantilan
Fine Tuning vs. Prompt Engineering Large Language Models
Sarah Floris
Sarah Floris
Orchestration for Data, Machine Learning and Infrastructure
Martin Stein
Martin Stein
Kelsey Hightower Panel: “Machine Learning in Production”

Recent releases

August 20, 2024
Union Powers Faster End-to-End AI Application Deployment using NVIDIA NIM
August 19, 2024
Flyte and Weights & Biases Integration

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