Python

Step-by-Step Guide to Building a RAG Application with Python and LangChain

In the evolving landscape of artificial intelligence, creating AI applications that provide accurate, contextual, and reliable responses has become increasingly crucial. Retrieval-augmented generation (RAG) emerges as a powerful framework that addresses this challenge by combining the strengths of information retrieval with generative AI models. In this comprehensive guide, we’ll explore how to build a robust […]

February 5, 2025

Python

Our Experience at PyCon India 2024: A Journey of Learning and Inspiration

Introduction As software engineers passionate about Python, attending PyCon India 2024 in Bengaluru was an incredible opportunity that we couldn’t miss. With support from our office, the journey from Noida to Bengaluru transcended mere travel between cities. It was an immersive exploration into Python’s dynamic ecosystem, its thriving community, and the boundless opportunities it offers. […]

January 24, 2025

Python

Integrating Python JSON Logger with Grafana and Loki for Enhanced Logging

Introduction In the era of modern applications, logging plays a critical role in understanding the health and performance of systems. Traditionally, logs were written in plain text, but as systems scale, the need for structured logging becomes essential. JSON logging is a powerful solution for structured logging, allowing logs to be parsed, filtered, and analyzed […]

October 18, 2024

Python

Integrating Python JSON Logger with Grafana and Loki for Enhanced Logging

Introduction In the era of modern applications, logging plays a critical role in understanding the health and performance of systems. Traditionally, logs were written in plain text, but as systems scale, the need for structured logging becomes essential. JSON logging is a powerful solution for structured logging, allowing logs to be parsed, filtered, and analyzed […]

September 26, 2024

Python

Design & Implement a Event-Driven Architecture in Python

Introduction In today’s world of distributed systems, scalability, performance, and responsiveness are key requirements for many applications. One architectural pattern that helps achieve these goals is the Event-Driven Architecture (EDA). This architecture enables systems to be loosely coupled, scalable, and highly responsive to events. In this blog, we’ll explore what EDA is, why it’s beneficial, […]

September 24, 2024

Python

Automating ETL Workflows with Apache Airflow: An Universal Solution for Data Management

Introduction Vast about of data is being processed daily in various manners like financial transactions, customer interactions, sensors, research results, and so on. For instance, pharmaceutical companies produce millions of data points just from clinical trials alone. This huge amount of data has to be handled with accuracy and speed. Otherwise it can result in […]

September 2, 2024

Python

PDF Utilities using Python

Overview PDF (Portable Document Format) stands out for it’s ability to preserve formatting across different devices and platforms. Whether for business reports, academic papers, or e-books, PDF has become a de-facto standard of document sharing in today’s world. Python, a versatile and robust programming language, offers a suite of libraries that make working with PDFs […]

July 3, 2024

Python

Exploring Amazon SNS and SQS Queues

Introduction In today’s rapidly evolving technological landscape, efficient communication and data processing are essential for the smooth operation of distributed systems. Amazon Simple Notification Service (SNS) and Amazon Simple Queue Service (SQS) are two powerful AWS services designed to facilitate messaging and queuing in modern applications. This blog post will delve into the functionalities, benefits, […]

June 6, 2024