sourajit roy chowdhuryAI as a Service — In the context of LLM & Generative AIThe article offers an analysis of how AIaaS (AI as a Service) is evolving, driving and demonstrating promising mutual business expansion…13 min read·Apr 7, 2024--1--1
sourajit roy chowdhury⛓Chain of Verification (CoVe) — Understanding & Implementation💡How Chain-of-Verification (CoVe) works and how to implement it using Python and Langchain.9 min read·Oct 9, 2023----
sourajit roy chowdhuryChoosing the Right Path: RAG or Fine-TuningThe development of Large Language Models (LLMs) has opened up a world of possibilities for creating a multitude of applications thanks to…8 min read·Oct 2, 2023--1--1
sourajit roy chowdhury🖹Text Summarization Unleashed: Novice to Maestro with LLMs and Instant Code Solutions (Python 🐍 +…Preface12 min read·Sep 27, 2023----
sourajit roy chowdhuryCall your own API from ChatGPT — Natural Language to ActionIn this article I will try to provide a basic tutorial on how to call your own API while conversing with ChatGPT. The tutorial follows…4 min read·Apr 8, 2023----
sourajit roy chowdhuryZero-Shot Named Entity Recognition using OpenAI ChatGPT APIThis is a hands-on practical of Zero-Shot Named Entity Recognition system using OpenAI ChatGPT API, Python and Streamlit in Google Colab.4 min read·Mar 11, 2023--2--2
sourajit roy chowdhuryShuffling an out of box large data file in pythonShuffling data is one of the important steps in data preparation stage for any machine learning model. Once we load the through any library…2 min read·Dec 19, 2021--1--1
sourajit roy chowdhuryDemystifying activation functions in neural networkOK, so what is an activation function? If you don’t know, let me give you a bookish definition.8 min read·Jan 26, 2021----
sourajit roy chowdhuryinThe StartupData Annotation Using Active Learning With Python CodeIn the era of Machine Learning, Data is the new oil that we all know. We are also aware that gathering data is a non-trivial task. Even…7 min read·Oct 5, 2020--1--1
sourajit roy chowdhuryNeural Network CalibrationIf you face a situation where you built two classifiers A and B. You have chosen Accuracy as the performance metric. You got a conclusion…3 min read·Jun 9, 2020--1--1