Blogs
Insights de desenvolvedores e artigos práticos dos nossos experts para inspirar e fortalecer suas buscas

Building a multi-agent recruitment search tool with AutoGen and Elasticsearch
Learn how to integrate Microsoft's AutoGen framework with Elasticsearch and build a multi-agent system for semantic search through a practical job matching and candidate data retrieval example.

How to implement Better Binary Quantization (BBQ) into your use case
Explore why you would implement Better Binary Quantization (BBQ) in your use case and how to do it.

Elasticsearch heap size usage and JVM garbage collection
Exploring Elasticsearch heap size usage and JVM garbage collection, including best practices and how to resolve issues when heap memory usage is too high or when JVM performance is not optimal.

Using LlamaIndex Workflows with Elasticsearch
Learn how to build a self-filtering Elasticsearch app using LlamaIndex Workflows with an LLM autocorrect loop and interchangeable models.

Kibana Alerting: Breaking past scalability limits & unlocking 50x scale
Kibana Alerting now scales 50x better, handling up to 160,000 rules per minute. Learn how key innovations in the task manager, smarter resource allocation, and performance optimizations have helped break past our limits and enabled significant efficiency gains.

How to increase primary shard count in Elasticsearch
Learn how to increase primary shard count in Elasticsearch using the split and reindex APIs for optimal shard scaling.

ES|QL, you know, for Search - Introducing scoring and semantic search
Elasticsearch 8.18 and 9.0 introduce several ES|QL enhancements: scoring, semantic search, expanded configuration for the match function, and a new KQL function.

Elasticsearch BBQ vs. OpenSearch FAISS: Vector search performance comparison
A performance comparison between Elasticsearch BBQ and OpenSearch FAISS.

Native joins available in Elasticsearch 8.18
Exploring LOOKUP JOIN, a new ES|QL command available in tech preview in Elasticsearch 8.18.

ES|QL Joins Are Here! Yes, Joins!
Elasticsearch 8.18 includes ES|QL’s LOOKUP JOIN command, our first SQL-style JOIN.

How to migrate data between different versions of Elasticsearch & between clusters
Exploring methods for transferring data between Elasticsearch versions and clusters.

Enhancing relevance with sparse vectors
Learn how to use sparse vectors in Elasticsearch to boost relevance and personalize search results with minimal complexity.