Learn how to use the new semantic_text field type and semantic query for simplifying semantic search in Elasticsearch.

semantic_text - You know, for semantic search!

How to perform semantic search

Choosing an inference model

Creating your index mapping

Setting up indexing

Automatically handling long text passages

Querying your data

Under the hood: How `semantic_text` works

Customizing `semantic_text`

Query customization

Data type customization

What's next with `semantic_text`?

Try it out!

Semantic search is a sophisticated technique designed to enhance the relevance of search results by utilizing machine learning models. Unlike traditional keyword-based search, semantic search focuses on understanding the meaning of words and the context in which they are used.

What is semantic search?

semantic_text is a field type that simplifies semantic search by making default decisions about indexing and querying your data.

What is semantic_text in semantic search?

Elasticsearch semantic_text mapping: Simplifying semantic search

Elasticsearch new semantic_text mapping: Simplifying semantic search

Author

Mike Pellegrini

Articles

Elasticsearch new semantic_text mapping: Simplifying semantic search