November 6, 2025
Building a knowledge agent with semantic recall using Mastra and Elasticsearch
Learn how to build a knowledge agent with semantic recall using Mastra and Elasticsearch as a vector store for memory and information retrieval.
November 5, 2025
The impact of relevance in context engineering for AI agents
Discover how hybrid retrieval, semantic chunking, and agentic search improve LLM performance by managing context relevance efficiently.
November 4, 2025
Multimodal search for mountain peaks with Elasticsearch and SigLIP-2
Learn how to implement text-to-image and image-to-image multimodal search using SigLIP-2 embeddings and Elasticsearch kNN vector search. Project focus: finding Mount Ama Dablam peak photos from an Everest trek.
November 3, 2025
Improving multilingual embedding model relevancy with hybrid search reranking
Learn how to improve the relevancy of E5 multilingual embedding model search results using Cohere's reranker and hybrid search in Elasticsearch.
October 31, 2025
How to install and configure Elasticsearch on AWS EC2
Learn how to deploy Elasticsearch and Kibana on an Amazon EC2 instance in this step-by-step guide.
October 30, 2025
Context engineering using Mistral Chat completions in Elasticsearch
Learn how to utilize context engineering with Mistral Chat completions in Elasticsearch to ground LLM responses in domain-specific knowledge for accurate outputs.
October 29, 2025
How to deploy Elasticsearch on an Azure Virtual Machine
Learn how to deploy Elasticsearch on Azure VM with Kibana for full control over your Elasticsearch setup configuration.
October 28, 2025
Elasticsearch open inference API adds support for Google’s Gemini models
Learn how to use the Elasticsearch open inference API with Google’s Gemini models for content generation, question answering, and summarization.
October 27, 2025
Building agentic applications with Elasticsearch and Microsoft’s Agent Framework
Learn how to use Microsoft Agent Framework with Elasticsearch to build an agentic application that extracts ecommerce data from Elasticsearch client libraries using ES|QL.