How To
Search complex documents using Unstructured.io and Elasticsearch vector database
Ingest and search complex proprietary documents with Unstructured and Elasticsearch vector database for RAG applications
Combining sparse, dense and geo fields
Learn how to combine multiple sparse, dense and geo fields in custom ways and what is the best way to do it?
Playground: Experiment with RAG applications with Elasticsearch in minutes
Playground is a low code interface for developers to explore grounding LLMs of their choice with their own private data, in minutes.
Building RAG with Llama 3 open-source and Elastic
Build a RAG system with Llama3 open source and Elastic.
Enhancing Recommendations with Geo-Semantic Search in Elasticsearch
This blog provides a guide on using Elasticsearch's hybrid geo-semantic search capabilities to efficiently navigate and retrieve data from a diverse dataset of 2 million TripAdvisor reviews for personalized attraction recommendations.
Simplifying data lifecycle management for data streams
Data streams can now be managed by a data stream property called lifecycle; a simple and resilient system that isolates you from having to reason about rollover or merging of indices, whilst allowing you to focus on the business-related aspects of the data lifecycle like downsampling and retention.
Storage wins for time-series data in Elasticsearch
Learn more about our recent improvements in storage efficiency for metrics in Elasticsearch.
How to Set Up LocalAI for GPU-Powered Text Embeddings in Air-Gapped Environments
With LocalAI you can compute text embeddings in air-gapped environments. GPU support is available.
Elasticsearch piped query language, ES|QL, now generally available
Elasticsearch Query Language (ES|QL) is GA. Simplify your data investigations with an innovative piped query language powered by a new query engine, all from a single unified UI.
Automatically updating your Elasticsearch index using Node.js and an Azure Function App
Learn how to use Node.js to keep your index current using an Azure Function App.