Artigos do autor
13 de maio de 2025
Mapping embeddings to Elasticsearch field types: semantic_text, dense_vector, sparse_vector
Discussing how and when to use semantic_text, dense_vector, or sparse_vector, and how they relate to embedding generation.
3 de abril de 2025
Generating filters and facets using ML
Exploring the pros and cons of automating the creation of filters and facets in a search experience using ML models vs the classical hard-coded approach.
2 de abril de 2025
Using Amazon Nova models in Elasticsearch
Learn how to use models from the Amazon Nova family in Elasticsearch.
How to automate synonyms and upload using our Synonyms API
Discover how LLMs can be used to identify and generate synonyms automatically, allowing terms to be programmatically loaded into the Elasticsearch synonym API.
14 de março de 2025
How to ingest data to Elasticsearch through Airbyte
Using Airbyte to ingest data into Elasticsearch. We'll cover the prerequisites, Airbyte configuration, and the step-by-step integration.
28 de fevereiro de 2025
How to ingest data to Elasticsearch through LlamaIndex
A step-by-step on how to ingest data and search using RAG with LlamaIndex.
4 de fevereiro de 2025
How to ingest data to Elasticsearch through Logstash
A step-by-step guide to integrating Logstash with Elasticsearch for efficient data ingestion, indexing, and search.
28 de janeiro de 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.
17 de janeiro de 2025
How to ingest data to Elasticsearch through Apache Airflow
Learn how to ingest data to Elasticsearch through Apache Airflow.
24 de dezembro de 2024
How to ingest data to Elasticsearch through Kafka
A step-by-step guide to integrating Apache Kafka with Elasticsearch for efficient data ingestion, indexing, and visualization using Python, Docker Compose, and Kafka Connect.
12 de novembro de 2024
How to use hybrid search for an e-commerce product catalog
Learn how to use hybrid search to build an e-commerce product catalog, using faceting, promotions, personalization and behavioral analytics.
7 de novembro de 2024
Semantic search implementation: Building a recipe search with Elasticsearch
Implementing of semantic search in the context of e-commerce websites.
9 de setembro de 2024
How to ingest data to Elasticsearch through Apache Camel
Learn how to ingest data into Elasticsearch through Apache Camel with a practical example.