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