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

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Elastic Playground: Using Elastic connectors to chat with your data
Elasticsearch Labs

Elastic Playground: Using Elastic connectors to chat with your data

Learn how to use Elastic connectors and Playground to chat with your data. We'll start by using connectors to search for information in different sources.

Jeffrey Rengifo
Advanced integration tests with real Elasticsearch
Elasticsearch Labs

Advanced integration tests with real Elasticsearch

Mastering advanced Elasticsearch integration testing: Faster, smarter, and optimized.

Piotr Przybyl
Testing DeepSeek R1 locally for RAG with Ollama and Kibana
Elasticsearch Labs

Testing DeepSeek R1 locally for RAG with Ollama and Kibana

Learn how to run a local instance of DeepSeek and connect to it from within Kibana.

Dave Erickson
How to search languages with compound words
Elasticsearch Labs

How to search languages with compound words

Compound words present challenges in search engines during text analysis and tokenization, as they can obscure meaningful connections between word components. Tools like the Hyphenation Decompounder Token Filter help address these issues by deconstructing compound words.

Peter Straßer
Faceted search: Use AI to improve search scope and results
Elasticsearch Labs

Faceted search: Use AI to improve search scope and results

Explore how to use facet search in Elasticsearch to quickly narrow down options within categories.

Andre Luiz
Build a multimodal image retrieval system using KNN search and CLIP embeddings
Elasticsearch Labs

Build a multimodal image retrieval system using KNN search and CLIP embeddings

Learn how to build a powerful semantic image search engine with Roboflow Inference and Elasticsearch.

James Gallagher
Indexing OneLake data into Elasticsearch - Part II
Elasticsearch Labs

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.

Gustavo Llermaly
Indexing OneLake data into Elasticsearch - Part 1
Elasticsearch Labs

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.

Gustavo Llermaly
Engineering a new Kibana dashboard layout to support collapsible sections & more
Elasticsearch Labs

Engineering a new Kibana dashboard layout to support collapsible sections & more

Building collapsible dashboard sections in Kibana required overhauling an embeddable system and creating a custom layout engine. These updates improve state management, hierarchy, and performance while setting the stage for new advanced dashboard features.

Teresa Alvarez Soler
High Quality RAG with Aryn DocPrep, DocParse and Elasticsearch vector database
Elasticsearch Labs

High Quality RAG with Aryn DocPrep, DocParse and Elasticsearch vector database

Learn how to achieve high-quality RAG with effective data preparation using Aryn.ai DocParse, DocPrep, and Elasticsearch vector database.

Hemant Malik
Graph RAG: Navigating graphs for Retrieval-Augmented Generation using Elasticsearch
Elasticsearch Labs

Graph RAG: Navigating graphs for Retrieval-Augmented Generation using Elasticsearch

Discover how to use Knowledge Graphs to enhance RAG results while storing the graph efficiently in Elasticsearch. This guide explores a detailed strategy for dynamically generating knowledge subgraphs tailored to a user’s query.

Louis Jourdain
How to ingest data to Elasticsearch through Apache Airflow
Elasticsearch Labs

How to ingest data to Elasticsearch through Apache Airflow

Learn how to ingest data to Elasticsearch through Apache Airflow.

Andre Luiz