As the computing world has evolved and the price of DRAM has plummeted, we find that server configurations often come with 500GB or more of DRAM. When you are dealing with larger deployments, even those with ultra-dense NVMe drives, the number of servers multiplied by the DRAM on those servers can quickly add up – often to several TBs. That DRAM
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Gain unparalleled visibility into your MinIO object storage deployments with the powerful MinIO Observability feature. Explore how this purpose-built solution simplifies troubleshooting and enhances performance monitoring across your data pipelines.
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Explore how MinIO Catalog revolutionizes data management by enabling efficient searching and querying of namespaces and metadata. Discover how this exclusive feature streamlines compliance checks, operational automation, and space utilization management.
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In the realm of robust and dependable storage solutions, MinIO stands out as a persistence layer, offering organizations secure, durable, and scalable storage options. Often entrusted with mission-critical data, MinIO plays a crucial role in ensuring high availability, sometimes on a global scale. The nature of the stored data, ranging from financial and healthcare records to intricate product details and
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Learn about MinIO Firewall, a robust solution tailored to safeguard data within modern enterprises. Discover its lightweight yet powerful features, like bandwidth throttling, load balancing, and rule flexibility, all manageable through the intuitive MinIO Global Console.
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In 2020, MinIO implemented Direct Persistent Volumes (DirectPV) for Kubernetes-based deployments of MinIO Storage. DirectPV is similar to LocalPV but dynamically provisioned.
In this post, I will describe the interesting design decisions that went into creating DirectPV. But before diving into the design details, let’s start with a quick review of Direct Persistent Volumes vs. Network Persistent Volumes.
What
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This article unveils the synergy between MinIO and GitOps, utilizing self-hosted GitHub Actions to redefine CI/CD workflows. It emphasizes streamlined data management, security, and the efficiency of deploying scalable software.
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In this post we’ll show you how to configure MinIO Operator with KES (Keys Encryption System) and Vault in a cloud native way in Kubernetes.
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Unstructured-IO, MinIO, & Weaviate redefine ETL, turning unstructured web data into actionable insights. This collaboration enhances data management, offering a robust solution for dynamic data transformation and analysis, marking a leap in how we process and leverage web-generated content.
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We will focus on utilizing the Kubernetes CSR resource specifically for creating a certificate that can be used by MinIO. You will have a clear understanding of how to generate a certificate using CSR, store it securely in a Kubernetes Secret.
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Explore modern data architecture with Iceberg, Tabular, and MinIO. Learn to seamlessly integrate structured and unstructured data, optimize AI/ML workloads, and build a high-performance, cloud-native data lake.
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Explore Langchain’s LLM Tool-Use and leverage Langgraph for monitoring MinIO’s S3 Object Store. This guide walks you through developing custom conversational AI agents and creating powerful OpenAI LLM chains for efficient data management and enhanced application functionality.
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In this tutorial, we’ll show you how to configure Dremio to connect to MinIO, which uses self-signed TLS certificates. This is one of the more common use cases, and we’ve had customers from SUBNET ask time and time again how they can configure something like this.
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How you ever wondered how object storage creates its folder structure mimicking a POSIX style hierarchy but something that is actually built for speed and efficiency? Today in this post you will find out what actually makes the internal structure you see visually in your MInIO buckets.
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Explore the fusion of GitOps, MinIO, Weaviate, and Python in AI development for unparalleled automation and innovation. This combination offers a solid foundation for creating scalable, efficient, and automated AI solutions, propelling projects from concept to reality with ease.
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This tutorial guides you through constructing robust data pipelines on the edge, ensuring flexibility and scalability. Learn to create, populate, and transform datasets seamlessly while prioritizing data privacy. Master the art of automation with MinIO's Python SDK.
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With all these different types of replication types floating around one has to wonder which replication strategy to use where? Today we’ll demystify these different replication strategies to see which one should be used in which scenario.
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Explore integrating MinIO with Weaviate using Docker Compose for AI-enhanced data management. Learn to back up Weaviate to MinIO S3 buckets, ensuring data integrity and scalability with practical Docker and Python examples. Streamline your AI-driven search and analysis with this robust setup.
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Learn how to run Python stored procedures on SQL Server 2022.
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Tl;dr:
In this post, we will use MinIO Bucket Notifications and Apache Tika, for document text extraction, which is at the heart of critical downstream tasks like Large Language Model (LLM) training and Retrieval Augmented Generation (RAG).
The Premise
Let’s say that I want to construct a dataset of text that I can then use to fine-tune an
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