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Michelle Anne Tabirao

Michelle Anne Tabirao

25 posts

Building an end-to-end Retrieval- Augmented Generation (RAG) workflow

In this guide, we will take you through setting up a RAG pipeline. We will utilize open source tools such as Charmed OpenSearch for efficient search retrieval and KServe for machine learning inference, specifically in Azure and Ubuntu environments while leveraging silicons.

How does MongoDB work?

Explore what MongoDB is, how it functions, and how organizations utilize it for specific applications to achieve business benefits.

Valkey container image – securely designed, compliant, and long term supported (LTS)

Canonical has published best-in-class OCI-compliant Valkey container images that feature enhanced security. These images are based on Ubuntu LTS packages, which are supported, maintained, and hardened by Canonical for up to 10 years and include a software bill of materials (SBOM) and digital signature. Compared to standard Valkey containe

Building RAG with enterprise open source AI infrastructure

How to create a robust enterprise AI infrastructure for RAG systems using open source tooling?A highlight on how open source can help

Get Valkey security patching and support with Ubuntu Pro

Canonical is pleased to announce security patching and support for Valkey through the Ubuntu Pro subscription. Ubuntu Pro is a subscription service for open-source software security, compliance and support that expands the maintenance period for all packages distributed in Ubuntu repositories. This extension applies to all the open source

How does OpenSearch work?

How does opensearch work? OpenSearch is an open-source search and analytics suite. Developers build solutions for search and more!

What is RAG?

RAG explained: is a technique that enhances generative AI models by utilizing external knowledge sources such as documents and extensive databases.

Valkey is now included in Ubuntu

This inclusion in Ubuntu 24.10 and 24.04 LTS marks a significant step forward – enabling simpler availability and continuous supportability for Valkey, the open source, in-memory data store, in the Ubuntu ecosystem.

Join Canonical in Vienna for Valkey Developer Day 2024

Meet Canonical at Valkey Developer Day 2024

MongoDB® use cases for the telecommunications industry

MongoDB® is one of the most widely used databases (DB Engines, 2024) for enterprises, including those in the telecommunications industry. It provides a sturdy, adaptable and trustworthy foundation. It also safeguards sensitive customer data while facilitating swift responses to rapidly evolving situations. With that in mind, let’s take

MongoDB® use cases for automotive industry

MongoDB for enterprise: Use case for automotive

MongoDB® use cases for financial services

MongoDB is the ideal fit, and it’s one of the most widely used databases in the financial services industry. It  provides a sturdy, adaptable and trustworthy foundation.

Charmed MongoDB: the operator you need for managing your document database

Charmed MongoDB primary mission is to simplify the MongoDB experience so it can be an operated database powerhouse.

Running MongoDB on Kubernetes

Running databases like MongoDB in public, private and hybrid environments provides multiple benefits. Kubernetes provides the additional advantages of portability, reduced vendor lock-in, DevOps friendliness, scalability and cost-effectiveness.

OpenSearchCon 2023 is coming, meet us in Seattle

The search, analytics, and database communities are buzzing with excitement as the countdown to OpenSearchCon 2023 begins. This second annual conference will be a 3-day event in Grand Sheraton Seattle on 27-29 September.   This year’s conference program is divided into four tracks to reflect the community’s interests in search, analytics,

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