pkural – Tech Blog

Kublos: Human-centric Monitoring of Distributed Systems using GenAI and LLMs

Conceptual overview of Kublos: an orchestration of AI-powered services for human-centric monitoring of distributed systems like Kubernetes

Frontend

Backend

Data Streaming

Plamatio: Frontend, Backend, and Everything in Between for Production-Scale E-Commerce.

A production-quality e-commerce platform with a scalable distributed backend (Go, PostgreSQL), efficient frontend (Next.js, Redux, TypeScript), and real-time data streaming (Apache Kafka) for analytics and observability.

Frontend

Backend

Data Streaming

Production-ready chatbot on your data in under 10 minutes using QvikChat

Build a chatbot that can answer questions on your data, with support for continuing conversations using chat history and caching responses to frequent queries, all in under ten minutes! 💬

artificial intelligence

conversational ai

generative ai

rag

chatbot

qvikchat

Deep Learning Applied to Textual Data

Multi-class classification empirical study using real textual data

coding project

deep learning

artificial intelligence

machine learning

natural language processing

Multimodality powered by Vector Embeddings

A quick visual primer on how a basic data structure like vectors enables multimodality in machine learning

artificial intelligence

machine learning

deep learning

PDF-GPT: LlamaIndex + Open AI + Pinecone + Fast API

Highly optimized content-aware chatbot to query PDF files using embeddings and chat completion APIs of Open AI

coding project

artificial intelligence

machine learning

natural language processing

Latest Trends: ML for Malware and Ransomware Detection

A look at how ML and AI techniques are revolutionizing malware and ransomware detection, enhancing cybersecurity defenses for a safer digital future.

artificial intelligence

machine learning

deep learning

cybersecurity

Under-the-hood: Neural Network

An under-the-hood look at what happens in an artificial neural network

artificial intelligence

machine learning

deep learning

under-the-hood