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
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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
Advent Of Code 2020 – Day 6 – Custom Customs
This problem was a bit hard to understand at first because the information is not directly given, you have to derive it from the given input. The story goes like this, your aeroplane has reached a regional office where you will switch to a much larger plane, custom declaration forms are distributed to passengers. The form asks a series of yes-or-no questions marked from … [Read more...] about Advent Of Code 2020 – Day 6 – Custom Customs
Advent Of Code 2020 – Day 4 – Passport Processing
I just love the way Eric Wastl links the story. This time it's about passport processing. Do visit the link to read the story and understand the task better. But at a high-level, you need to understand this - there are two types of documents: North Pole CredentialsPassport The passport scanner machine is slow and facing some problem detecting which passport have … [Read more...] about Advent Of Code 2020 – Day 4 – Passport Processing
Advent Of Code 2020 – DAY 2 – Object-Oriented Way
The Password Philosophy is the topic of today's discussion. Since there is not much to do with today's problem apart from the string parsing, I thought of doing it in an object-oriented way. The problem statement is mostly based on the string parsing. You will get a list of lines with the password and password check policy. The task is to parse the policy and password from … [Read more...] about Advent Of Code 2020 – DAY 2 – Object-Oriented Way