Using LangExtract and Elasticsearch
Learn how to extract structured data from free-form text using LangExtract and store it as fields in Elasticsearch.
Introducing the ES|QL query builder for the Python Elasticsearch Client
Learn how to use the ES|QL query builder, a new Python Elasticsearch client feature that makes it easier to construct ES|QL queries using a familiar Python syntax.
Evaluating your Elasticsearch LLM applications with Ragas
Assessing the quality of a RAG solution using Ragas metrics and Elasticsearch.
August 18, 2025
Using FastAPI’s WebSockets and Elasticsearch to build a real-time app
Learn how to build a real-time application using FastAPI WebSockets and Elasticsearch.
July 22, 2025
Building Elasticsearch APIs with FastAPI
Learn how to build an Elasticsearch API with FastAPI using Pydantic schemas and FastAPI background tasks, demonstrated with a practical example.
Using AutoGen with Elasticsearch
Learn to create an Elasticsearch tool for your agents with AutoGen.
Using LlamaIndex Workflows with Elasticsearch
Learn how to create an Elasticsearch-based step for your LlamaIndex workflow.
February 5, 2025
Implementing clustering workflows in Elastic to enhance search relevance
We demonstrate how to integrate custom clustering models into the Elastic Stack by leveraging OpenAI text-ada-002 vectors, streamlining the workflow within Elastic’s ecosystem.
October 30, 2024
Export your Kibana Dev Console requests to Python and JavaScript Code
The Kibana Dev Console now offers the option to export requests to Python and JavaScript code that is ready to be integrated into your application.