This blog post presents an experimental project for querying Elasticsearch in natural language using ChatGPT.

Can ChatGPT generate Elasticsearch DSL?

Let's build a prompt to find out

Putting it all together

Running the experiment with financial data

Use the language you speak!

Limitations of LLMs

Wrapping up

How to use Elasticsearch to prompt ChatGPT with natural language

Learn how to execute and manage ES|QL queries in PHP. Follow this guide to map ES|QL results to a PHP object or custom class.

ES|QL

Use case: ES|QL features in the official PHP client

Map ES|QL results to a PHP object or custom class

ES|QL is an Elasticsearch Query Language, which was introduced in Elasticsearch 8.11.0. It provides a powerful way to filter, transform, and analyze data stored in Elasticsearch.

What is ES|QL?

From ES|QL to PHP objects

Author

Enrico Zimuel

Articles

How to use Elasticsearch to prompt ChatGPT with natural language

From ES|QL to PHP objects