Rahul Lokurte’s Blog
Rahul Lokurte

Rahul Lokurte

448 followers

I'm a Devops and Cloud Engineer with 10 years of experience designing and building applications using containers and serverless technologies. Love blogging about AWS

Understanding Token and Positional Embeddings in Transformers

Nov 18, 20244 min read28 views

Transformers, the backbone of many state-of-the-art NLP models such as BERT, GPT has revolutionized the way we approach natural language understanding...

Understanding Token and Positional Embeddings in Transformers

Overview of RAG

Nov 13, 20244 min read12 views

When an User prompts the questions to the LLM, it produces the response based on the training data. The pre-trained LLM data is its parametric data....

Overview of RAG

Basics of Retrieval Augmented Generation

Nov 11, 20243 min read25 views

In the fast-evolving field of artificial intelligence, Large Language Models (LLMs) have rapidly transformed how we approach language processing....

Basics of Retrieval Augmented Generation

Managing Concurrent Writes and Object Locking in Amazon S3: Strategies and Best Practices

Sep 3, 20245 min read323 views

Amazon S3 is a powerful, scalable storage service, but when multiple clients or processes attempt to write to the same S3 object simultaneously,...

Managing Concurrent Writes and Object Locking in Amazon S3: Strategies and Best Practices

Saga Pattern using AWS Step Functions

May 4, 20245 min read105 views

When working with distributed systems in a microservice architecture, we must always architect our services with failure in mind. When the transaction...

Saga Pattern using AWS Step Functions

Exploring AWS Step Function Using TestState API

Nov 28, 20232 min read305 views

Introduction AWS Step Functions offers an array of testing and debugging tools. In this blog post, we'll focus on the TestState API. TestState API...

Exploring AWS Step Function Using TestState API