Apps

Workplace Search UI

Integrating Generative AI into workplace search with Langchain and Elasticsearch

Python, Elasticsearch, Langchain

OpenAI embeddings in Elasticsearch

Small sample applications showing the use of OpenAI embeddings in Elasticsearch.

Python, JavaScript, OpenAI

Relevance Workbench

A sample application that allows you to compare results ranking between the Elastic Learned Spare Encoder model and BM25.

Python, Docker

Examples

Load Embedding Model into Elasticsearch

Use eland to load a pre-trained embedding model from hugging face into Elasticsearch

huggingface, eland, Elasticsearch

Load and search with Multilingual Model

using multilingual-e5-base to search in multiple languages

huggingface, E5 Models

Semantic Search with ELSER

Using ELSER to perform semantic search on documents

ELSER

Question Answering with Langchain and OpenAI

Learn to split fictional workplace documents into passages and transform these passages into embeddings in Elasticsearch.

Python, Open AI

Chatbot with Langchain and Elasticsearch

Learn how to use langchain to build a chatbot with Elasticsearch

Langchain, Open AI, Elasticsearch

Semantic Search Quick Start

Learn how to integrate traditional text-based search with semantic search

Python