How To

January 30, 2025

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.

Testing DeepSeek R1 locally for RAG with Ollama and Kibana
How to search languages with compound words

January 29, 2025

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.

Faceted search: Use AI to improve search scope and results

January 28, 2025

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.

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

January 27, 2025

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.

Indexing OneLake data into Elasticsearch - Part II

January 24, 2025

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.

Indexing OneLake data into Elasticsearch - Part 1

January 23, 2025

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.

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

January 21, 2025

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.

Navigating graphs for Retrieval-Augmented Generation using Elasticsearch

January 20, 2025

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.

How to ingest data to Elasticsearch through Apache Airflow

January 17, 2025

How to ingest data to Elasticsearch through Apache Airflow

Learn how to ingest data to Elasticsearch through Apache Airflow.

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