Category: Vector Database
Articles tagged Vector Database
Chunking large documents via ingest pipelines plus nested vectors equals easy passage search
Learn how to chunk large documents using ingest pipelines and nested vectors in Elasticsearch for easy passage search in vector search.
Implementing image search: vector search via image processing in Elasticsearch
Learn how to implement image search with an example. This blog covers how to use vector search through image processing in Elasticsearch.
Using hybrid search for gopher hunting with Elasticsearch and Go
Learn how to achieve hybrid search by combining keyword and vector search using Elasticsearch and the Elasticsearch Go client.
Perform vector search in Elasticsearch with the Elasticsearch Go client
Learn how to perform vector search in Elasticsearch using the Elasticsearch Go client through a practical example.
Elasticsearch as a GenAI caching layer
Explore how integrating Elasticsearch as a caching layer optimizes Generative AI performance by reducing token costs and response times, demonstrated through real-world testing and practical examples.
Lexical and semantic search with Elasticsearch
In this blog, we'll explore various approaches to retrieving information using Elasticsearch, focusing on lexical and semantic search.
Multilingual vector search with the E5 embedding model
Here's how multilingual vector search works and how to use Elasticsearch with the multilingual E5 embedding model, including examples.
Adding passage vector search to Lucene
Here's how to add passage vectors to Lucene, the benefits of doing so and how existing Lucene structures can be used to create an efficient retrieval experience.
Searching by music: Leveraging vector search for audio information retrieval
Want to find out how to apply vector search to music data? In this post, we combine audio embeddings, information retrieval, machine learning, vector databases, and audio data to deliver new and exciting possibilities!
Vector search in Elasticsearch: The rationale behind the design
In this blog, you'll learn how vector search has been integrated into Elasticsearch and the trade-offs that we made.
Exploring vector databases: how to get the best of lexical and AI-powered search with Elastic’s vector database
Learn about the concepts related to vector databases, how they work and how to get the best out of lexical & AI search with Elastic’s vector database.
