TM

Tomás Murúa

Consulting Engineer

Author’s articles

Timeline of ES|QL improvements

July 17, 2025

Timeline of ES|QL improvements

Let’s walk through the history of ES|QL and its improvements.

AI-powered dashboards: From a vision to Kibana

July 16, 2025

AI-powered dashboards: From a vision to Kibana

Generate a dashboard using an LLM to process an image and turn it into a Kibana Dashboard.

AI-powered case deflection: build & deploy in minutes

June 2, 2025

AI-powered case deflection: build & deploy in minutes

Exploring the AI Assistant Knowledge Base capabilities combined with Playground to create a self-service case deflection platform.

RAG and the value of grounding

May 1, 2025

RAG and the value of grounding

Learn about RAG, grounding and how to reduce hallucinations by connecting an LLM to your documents.

RAG vs. Fine Tuning, a practical approach

March 31, 2025

RAG vs. Fine Tuning, a practical approach

Comparing RAG and fine-tuning tools with the practical example of an e-commerce chatbot.

Alibaba Cloud AI Service & Elasticsearch: Embeddings and reranking

February 26, 2025

Alibaba Cloud AI Service & Elasticsearch: Embeddings and reranking

Using Alibaba Cloud AI Service features with Elasticsearch.

Exploring OpenAI CLIP alternatives

February 18, 2025

Exploring OpenAI CLIP alternatives

Analyzing alternatives to the OpenAI CLIP model for image-to-image, and text-to-image search.

Are synonyms important in RAG?

February 11, 2025

Are synonyms important in RAG?

Exploring the functionality of Elasticsearch synonyms in a Retrieval Augmented Generation (RAG) application.

Elastic Playground: Using Elastic connectors to chat with your data

February 3, 2025

Elastic Playground: Using Elastic connectors to chat with your data

Learn how to use Elastic connectors and Playground to chat with your data. We'll start by using connectors to search for information in different sources.

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