
Keeping your Elasticsearch index current with Python and Google Cloud Platform Functions
Keep your Elasticsearch index updated with Python & Google Cloud Functions. Follow these steps to automatically update an index when new data is present.

From ES|QL to Pandas dataframes in Python
Learn how to export ES|QL queries as Pandas dataframes in Python through practical examples.

How to analyze data using Python, Elasticsearch and Kibana
Explore data analysis with Elasticsearch, Python & Kibana. Learn about data loading, querying and creating Kibana dashboards with an example.

AI plagiarism: Plagiarism detection with Elasticsearch
Here's how to check for AI plagiarism using Elasticsearch, focusing on use cases with NLP models and Vector Search.

Vector search & kNN implementation guide - API edition
Learn how to implement vector search and kNN using the Elasticsearch APIs via HTTP or Python.

A conversational search experience for retail: Elasticsearch Relevance Engine with Google Cloud’s generative AI
This blog presents a new search experience for retailers using generative AI with Vertex AI and Elasticsearch.

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.

How to create custom connectors for Elasticsearch
Learn how to create custom connectors for Elasticsearch to simplify your data ingestion process.

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.

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!

ChatGPT and Elasticsearch: A plugin to use ChatGPT with your Elastic data
Learn how to implement a plugin and enable ChatGPT users to extend ChatGPT with any content indexed in Elasticsearch, using the Elastic documentation.