README.md

Python <3 Elasticsearch

A collection of Elasticsearch examples and use cases; use as a reference or cheat sheet for working with python + elastic

Starting out with Elasticsearch

• Connect to the Elastic server, create an index, add documents, run a simple query. notebook

Getting Data into Elasticsearch

• Loading data
• Using parallel_bulk
• Perform actions when ingesting data, for example an ingest pipeline adding a timestamp any time a document is updated. notebook

Machine Learning

• Build a simple classifier with the more like this query without any ML. notebook

• Importing NLP third party models (LLMs) or ELSER and performing searches based on semantic data. notebook

• Huggingface Examples

• Langchain Examples

• Observability & Tracking