Planet MySQL HA Blog
Prerequisites for Managing On-premises MySQL DB systems in OCI
Set up Cross-Region Oracle Heatwave MySQL Disaster Recovery Copy in OCI
HOMELAB
Build an AI-Powered Search Engine with HeatWave GenAI (part 3)
In this latest post, the final part of my series on building an AI-powered search engine with HeatWave GenAI, I dive into enhancing AI-powered search by embedding full article content into HeatWave.
By cleaning HTML, chunking content, generating embeddings, and running semantic similarity searches directly within HeatWave, we unlock highly relevant, context-rich search results.
If you're building smart search engines or working with RAG pipelines, you’ll find practical tips and SQL-powered techniques you can apply right away.
This series demonstrates the powerful…
End-Of-Life of HeatWave MySQL 8.0 version
Automating Day 2 operations: Scaling, upgrades and maintenance
The first launch of your database is not the end; it is the beginning of Day-2 operations. Day-2 operations include critical, ongoing tasks such as rolling upgrades, patching, capacity scaling, and continuous performance tuning. These tasks are essential to ensure high availability, security, and performance of your production environments. Manual execution of Day-2 operations by […]
The post Automating Day 2 operations: Scaling, upgrades and maintenance appeared first on Severalnines.
Galera Cluster vs InnoDB Cluster in MySQL 8.4 – preamble for SHOOTOUT webinar 15th of April
Understanding Maintenance in HeatWave MySQL Service: A Deep Dive
Build an AI-Powered Search Engine with HeatWave GenAI (part 2)
In this part 2 we focused on enhancing search relevance. We introduced reranking techniques using weighted distances of titles and excerpts to refine initial search results. Then we delved into leveraging article summaries for more effective semantic search, utilizing HeatWave's capability to execute JavaScript stored procedures for sanitizing HTML content and generating these summaries. Finally, we demonstrated how to create embeddings from these summaries and perform similarity searches, showcasing HeatWave GenAI's power for advanced information retrieval directly within the database.…