Hey! So, I recently worked on this cool proof of concept (POC) where I tried to combine product embeddings with OpenSearch to enable a k-nearest neighbours (k-NN) search. Basically, I wanted to see if I could make searching through a product catalog smarter by using embeddings (which are essentially vector representations of the product information) instead of just basic text … [Read more...] about Building Semantic Search for E-commerce Using Product Embeddings and OpenSearch
aws
AWS Serverless Event Driven Data Ingestion from Multiple and Diverse Sources
At times there is a requirement to centralize data from different sources. This could be required for various needs, There could be any number of reason behind data ingestion. And in this article I will explore a very cost effective, scalable and completely serverless architecture that could do just that. I have used AWS cloud for the same but I'm sure you can find a … [Read more...] about AWS Serverless Event Driven Data Ingestion from Multiple and Diverse Sources
Deploy Lambda Function and API Gateway With Terraform
Recently, I have started learning terraform (not by choice) because one of the clients needs it. Its a neat tool to manage your infra as code, no doubt about it. But if you ask my personal opinion as a dev, I would say go with the native cloud solution. For ex - AWS CDK. Native not only has all the required features to work with your cloud provider but also streamlines and … [Read more...] about Deploy Lambda Function and API Gateway With Terraform