Using CrewAI with Elasticsearch

This notebook demonstrates how to use CrewAI with Elasticsearch. This notebook is based on the article Using CrewAI with Elasticsearch.

Installing dependencies and importing packages

Declaring variables

Instance a Elasticsearch client

Creating mappings and inference endpoint

NOTE: After creating the inference endpoint, it is highly recommended to wait 30 seconds for the model to be ready before sending requests.

Indexing documents

Creating CrewAI custom tool

Setup Agents and Tasks

Executing task

Deleting

Delete the resources used to prevent them from consuming resources.