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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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Model Deployment
AWS
Union unveils a powerful model deployment stack built with AWS Sagemaker & NVIDIA Triton inference server
Samhita Alla
Samhita Alla
May 23, 2024

Union unveils a powerful model deployment stack built with AWS Sagemaker & NVIDIA Triton inference server

Machine learning engineering is a complex process, spanning data procurement and processing, model training, deployment, and scaling.
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Article
Faster Airflow to Flyte migration powered by Flyte Airflow Agents
Kevin Su
Kevin Su
May 9, 2024

Faster Airflow to Flyte migration powered by Flyte Airflow Agents

We have had the privilege of seeing data teams experience the value of a unified platform for both machine learning and data pipelines.
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Data Quality
Pandera 0.19.0: Polars DataFrame Validation
Niels Bantilan
Niels Bantilan
May 7, 2024

Pandera 0.19.0: Polars DataFrame Validation

The day is finally here! Pandera 0.19.0 ships support for Polars.
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MLOps
Community
Podcast
The Essential Role of Vector Databases in LLMOps
Sage Elliott
Sage Elliott
May 2, 2024

The Essential Role of Vector Databases in LLMOps

Zilliz provides enterprise-grade AI technologies, including one of the world’s most popular open-source vector databases, Milvus.
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