Michelle Anne Tabirao

Michelle Anne Tabirao

25 posts

Data Solutions Product Manager

Michelle Anne Tabirao
15 May 2025

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

Article AI

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.

Michelle Anne Tabirao
15 May 2025

Michelle Anne Tabirao
2 April 2025

How does MongoDB work?

Article Data Platform

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

Michelle Anne Tabirao
2 April 2025

Michelle Anne Tabirao
25 February 2025

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

Article Data Platform

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...

Michelle Anne Tabirao
25 February 2025

Michelle Anne Tabirao
20 December 2024

Building RAG with enterprise open source AI infrastructure

Article Data Platform

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

Michelle Anne Tabirao
20 December 2024

Michelle Anne Tabirao
16 December 2024

Get Valkey security patching and support with Ubuntu Pro

Article Data Platform

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...

Michelle Anne Tabirao
16 December 2024

Michelle Anne Tabirao
13 December 2024

How does OpenSearch work?

Article Data Platform

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

Michelle Anne Tabirao
13 December 2024

Michelle Anne Tabirao
13 December 2024

What is RAG?

Article AI

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

Michelle Anne Tabirao
13 December 2024

Michelle Anne Tabirao
10 October 2024

Valkey is now included in Ubuntu

Article Data Platform

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.

Michelle Anne Tabirao
10 October 2024

Michelle Anne Tabirao
2 September 2024

Join Canonical in Vienna for Valkey Developer Day 2024 

Article Data Platform

Meet Canonical at Valkey Developer Day 2024

Michelle Anne Tabirao
2 September 2024

Michelle Anne Tabirao
26 July 2024

MongoDB® use cases for the telecommunications industry

Article Data Platform

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...

Michelle Anne Tabirao
26 July 2024

Michelle Anne Tabirao
19 July 2024

Charmed OpenSearch Beta is here. Try it out now!

Article AI

Charmed OpenSearch beta

Michelle Anne Tabirao
19 July 2024

Michelle Anne Tabirao
4 July 2024

MongoDB® use cases for automotive industry

Article Apps

MongoDB for enterprise: Use case for automotive

Michelle Anne Tabirao
4 July 2024

Michelle Anne Tabirao
12 February 2024

MongoDB® use cases for financial services

Article Data Platform

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.

Michelle Anne Tabirao
12 February 2024

Michelle Anne Tabirao
6 December 2023

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

Article Data Platform

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

Michelle Anne Tabirao
6 December 2023

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