PinnedIndradumna BanerjeeLMMOPs: Large Multimodal Models in Production and the way forwardImagine a symphony of intelligence, where AI effortlessly brings together vision, audio, and language together. Imagine buildings adapting…Dec 22, 2023Dec 22, 2023
PinnedIndradumna BanerjeeBuilding RAG based LLM application with custom pdf: Code walkthroughLarge Language Models (LLMs) are all everywhere in terms of coverage, but let’s face it, they can be a bit dense. Trained on massive…Dec 17, 2023Dec 17, 2023
Indradumna BanerjeeHallucinations of Multimodal Large Language Models: 2024 perspectiveLarge Language Models (LLMs) have revolutionized Natural Language Processing (NLP), showcasing impressive capabilities in language…Aug 15Aug 15
Indradumna BanerjeeDockerizing Your Machine Learning Model: A Step-by-Step GuideDocker is a powerful tool that enables you to package your machine learning (ML) model, along with all its dependencies (libraries…Jul 14Jul 14
Indradumna BanerjeeGetting started with Vision Language Model: Moondream with codeIn the fast-paced realm of Generative artificial intelligence, vision-language models are emerging as powerful tools for bridging the gap…Jul 14Jul 14
Indradumna BanerjeeCrewAI for Local AI Agents with Ollama: A Hands-On Tutorial for Local AI AgentsCrew AI is a state-of-the-art framework designed to orchestrate role-playing, autonomous AI agents. By facilitating the exchange of…Jul 71Jul 71
Indradumna BanerjeeLLM Agents: Experiential LearningIn this blog, we will take a high level understanding of why its a big deal to build an AI Agent that learns through Experience, as…Jun 9Jun 9
Indradumna BanerjeeUnderstanding concept drift with a sample Python codeLets say you train a model to identify spam emails based on keywords like “free money” or “urgent action.” Well, while this model works…Mar 10Mar 10
Indradumna BanerjeeUnderstanding Data Drift with a simple python programData drift describes a shift in the underlying distribution of the data we are working with, over time. This shift can affect the input…Mar 10Mar 10
Indradumna BanerjeeWhen to use NLTK vs SpacYChoosing the right Natural Language Processing (NLP) library for your project demands a discerning eye. While both NLTK (Natural Language…Feb 11Feb 11
