See how the Model Context Protocol integrates with Elasticsearch to power AI-driven workflows with semantic search.

Discover how to implement passage retrieval to enhance semantic search and deliver the most relevant results, just like Google's Featured Snippets.

Prototyping and 3D printing a custom aerobar armrest riser for my bike in preparation for an ultra gravel race. My first time doing CAD design and 3D printing.

Building a Retrieval-Augmented Generation system for question answering using data from this blog as the knowledge source. The entire RAG pipeline and the LLM can run locally in a notebook.

Overview of a new, lightweight data connectors framework integrated with the Elastic stack that can ingest data from any source into the Elasticsearch index.

Exploring strategies to scale up Apache Lucene to serve high-traffic applications. Looking at how serverless architectures can enable cost-effective scalability.

Let's use nrtsearch search engine to support website search with custom ranking and results highlighting. I'm also building a website crawler, data indexer and Search UI to interact with the system.

Diving deep into Lucene's search and ranking - data structures, query types, concurrent searching and custom scoring.

Building a blog with GatsbyJS, GraphQL, MDX and Github Pages. Customization, open-source and performance - completely for free.

Exploring Apache Lucene's core concepts - inverted index, insertions and deletions.

Series of posts covering learnings from my MEng thesis "Geometric Deep Learning for Subcortical Brain Shape Analysis".