Here we demonstrate a simplistic implementation of Medallion Architecture. Medallion Architecture provides a structured and robust approach to building a data lakehouse. By progressively refining data through the…
The Medallion Architecture is a data lakehouse architecture pattern popularized by Databricks. It’s designed to progressively refine data through a series of layers, ensuring data quality and suitability…
Organizations today grapple with ever-increasing volumes and varieties of data. To effectively store, manage, and analyze this data, different architectural approaches have emerged. Two prominent concepts in this…
Here’s how you can load documents into OpenSearch for vector search: 1. Create a k-NN Index First, you need to create an index in OpenSearch that is configured…
To perform a k-NN (k-Nearest Neighbors) search in OpenSearch after loading your manuals (or any documents) as vector embeddings, you’ll use the knn query within the OpenSearch search…
Here’s a breakdown of how to load manuals into a vector database, focusing on the key steps and considerations: 1. Choose a Vector Database: Several vector databases are…