GL

Gustavo Llermaly

Search Consultant

Author’s articles

Indexing OneLake data into Elasticsearch - Part II

January 24, 2025

Indexing OneLake data into Elasticsearch - Part II

Second part of a two-part article to index and search OneLake data into Elastic using a Custom connector.

Indexing OneLake data into Elasticsearch - Part 1

January 23, 2025

Indexing OneLake data into Elasticsearch - Part 1

Learn to configure OneLake, consume data using Python and index documents in Elasticsearch to then run semantic searches.

Jira connector tutorial part II: 6 optimization tips

January 16, 2025

Jira connector tutorial part II: 6 optimization tips

After connecting Jira to Elasticsearch, we'll now review best practices to escalate this deployment.

Jira connector tutorial part I

January 15, 2025

Jira connector tutorial part I

Indexing our Jira content into Elasticsearch to create a unified data source and do search with Document Level Security.

When hybrid search truly shines

When hybrid search truly shines

Demonstrating when hybrid search is better than lexical or semantic search on their own.

Using Ollama and Go to build a RAG application

December 26, 2024

Using Ollama and Go to build a RAG application

Building a RAG application with Go using Ollama to leverage local models.

Using Elastic and Apple's OpenELM models for RAG systems

November 28, 2024

Using Elastic and Apple's OpenELM models for RAG systems

How to deploy and test the Apple's OpenELM models and build a RAG system using Elastic.

Late chunking in Elasticsearch with Jina Embeddings v2

November 22, 2024

Late chunking in Elasticsearch with Jina Embeddings v2

Using the Jina Embeddings v2 model in Elasticsearch, implementing late chunking, and exploring the pros and cons of long context embeddings models.

Phrase synonyms like a boss with the Elasticsearch synonyms API

November 19, 2024

Phrase synonyms like a boss with the Elasticsearch synonyms API

Learn how to use phrase synonyms with the synonyms API in real scenarios.

Federated SharePoint searches with Azure OpenAI Service On your data

November 15, 2024

Federated SharePoint searches with Azure OpenAI Service On your data

Using Azure OpenAI Service on your data with Elastic as vector database.

Building a search app with Blazor and Elasticsearch

October 9, 2024

Building a search app with Blazor and Elasticsearch

Learn how to build a search application using Blazor and Elasticsearch, and how to use the Elasticsearch .NET client for hybrid search.

Adding AI summaries to your site with Elastic

September 26, 2024

Adding AI summaries to your site with Elastic

How to add an AI summary box along with the search results to enrich your search experience.

Phi-3 small models, Elastic & RAG: Creating a smart ordering system

August 13, 2024

Phi-3 small models, Elastic & RAG: Creating a smart ordering system

Deploying Phi-3 models on Azure AI Studio and using them with Elastic Open Inference Service to create a RAG application.

Building multilingual RAG with Elastic and Mistral

Building multilingual RAG with Elastic and Mistral

Building a multilingual RAG application using Elastic and Mixtral 8x22B model

Build a RAG application with Elasticsearch's semantic_text and Amazon Bedrock

Build a RAG application with Elasticsearch's semantic_text and Amazon Bedrock

Learn how to build a RAG application using Elasticsearch's semantic_text mapping type and Amazon Bedrock without leaving Elastic.

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