Vijay MauryaUnlocking the Power of Large Language Models: Parameter-Efficient Fine-Tuning Advance Techniques…In the ever-evolving landscape of artificial intelligence, Large Language Models (LLMs) like GPT-4, BERT, and T5 have revolutionized the…3d ago3d ago
Vijay MauryaUnderstanding Retrieval-Augmented Generation (RAG): Vector-Based vs. Graph-BasedRetrieval-Augmented Generation (RAG) is a powerful approach in natural language processing that combines the strengths of retrieval-based…Jul 7Jul 7
Vijay MauryaPython API Scaling with Kubernetes: Deployment (3/4)In the earlier sections of this series, we developed and containerized a basic Python API and established Minikube on a local machine. In…Jun 16Jun 16
Vijay MauryaPython API Scaling with Kubernetes: Testing 4/4In the previous parts of this series, we created and dockerized a simple Python API, set up Minikube locally, and deployed and scaled the…Jun 16Jun 16
Vijay MauryaPython API Scaling with Kubernetes: Minikube Setup (2/4)In the initial segment of this series, we developed and containerized a straight forward Python API. Now, in this sequence, we’ll establish…Jun 16Jun 16
Vijay MauryaPython API Scaling with Kubernetes: dockerization (1/4)We will explore how to scale a Python API using Docker and Kubernetes. The comprehensive solution is segmented into four parts:Jun 16Jun 16
Vijay MauryaResolving SSLCertVerificationError: certificate verify failed: unable to get local issuer…When working with APIs in Python, you may encounter the dreaded SSLCertVerificationError, which indicates an issue with SSL certificate…May 152May 152
Vijay MauryaPower of Docker: A Comprehensive Introduction (1/2)In today’s fast-paced software development landscape, efficiency, scalability, and consistency are paramount. Docker, a revolutionary…Apr 13Apr 13
Vijay MauryaKubernetes: A Deep Dive into its Core ComponentsIf you’re into the world of containerization and orchestration, you’ve likely heard of Kubernetes (K8s) — the open-source platform that…Apr 6Apr 6
Vijay MauryaUnderstanding Loss Functions in Deep Learning for ClassificationLoss functions play a crucial role in training deep learning models, especially in tasks like classification where the goal is to minimize…Mar 27Mar 27