Blogs

Entwickler-Einblicke und praktische Anleitungen von unseren Experten, um Ihr Sucherlebnis zu inspirieren und zu verbessern

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Run Elastic Open Crawler in Windows with Docker
Elasticsearch Labs

Run Elastic Open Crawler in Windows with Docker

Learn how to use Docker to get Open Crawler working in a Windows environment.

Matt Nowzari
Longer context ≠ better: Why RAG still matters
Elasticsearch Labs

Longer context ≠ better: Why RAG still matters

Learn why the RAG strategy is still relevant and gives the most efficient and better results.

Jeffrey Rengifo
Diversifying search results with Maximum Marginal Relevance
Elasticsearch Labs

Diversifying search results with Maximum Marginal Relevance

Implementing the Maximum Marginal Relevance (MMR) algorithm with Elasticsearch and Python. This blog includes code examples for vector search reranking.

Peter Straßer
Semantic text is all that and a bag of (BBQ) chips! With configurable chunking settings and index options
Elasticsearch Labs

Semantic text is all that and a bag of (BBQ) chips! With configurable chunking settings and index options

Semantic text search is now customizable, with support for customizable chunking settings and index options to customize vector quantization, making semantic_text more powerful for expert use cases.

Kathleen DeRusso
Elasticsearch string contains substring: Advanced query techniques
Elasticsearch Labs

Elasticsearch string contains substring: Advanced query techniques

Explore techniques for querying Elasticsearch to find documents where a field contains a specific substring.

Justin Castilla
Unveiling unique patterns: A guide to significant terms aggregation in Elasticsearch
Elasticsearch Labs

Unveiling unique patterns: A guide to significant terms aggregation in Elasticsearch

Learn how to use the significant terms aggregation to discover insights in your data.

Alexander Dávila
Efficient pagination with collapse and cardinality in Elasticsearch
Elasticsearch Labs

Efficient pagination with collapse and cardinality in Elasticsearch

Deduplicating product variants in Elasticsearch? Here’s how to determine the correct pagination.

Peter Steenbergen
Building an agentic RAG assistant with JavaScript, Mastra and Elasticsearch
Elasticsearch Labs

Building an agentic RAG assistant with JavaScript, Mastra and Elasticsearch

Learn how to build AI agents in the JavaScript ecosystem

JD Armada
K-means for building vector indices
Elasticsearch Labs

K-means for building vector indices

We discuss optimizing k-means to efficiently create high quality vector indices

Thomas Veasey
Elasticsearch sorting just got up to 900x faster
Elasticsearch Labs

Elasticsearch sorting just got up to 900x faster

Discover how we sped up Elasticsearch sorting with faster float/half_float sorting and latency improvements in integer sorting

Benjamin Trent
Building an MCP server with Elasticsearch for real health data
Elasticsearch Labs

Building an MCP server with Elasticsearch for real health data

Learn learn how to build an MCP server using FastMCP and Elasticsearch to manage and search data.

Alex Salgado
Ruby scripting in Logstash
Elasticsearch Labs

Ruby scripting in Logstash

Learn about the Logstash Ruby filter plugin for advanced data transformation in your Logstash pipeline.

Dai Sugimori