PMPunyasloka Mahapatrainpunyasloka-mahapatra.hashnode.dev¡5d ago ¡ 8 min readBuilding AI Assistants for the real world: An enterprise agentic RAG journeyOver the last year, almost every enterprise has experimented with AI assistants. Most of them started with a simple Retrieval-Augmented Generation (RAG) implementation: ingest documents, store embeddi00
PMPunyasloka Mahapatrainpunyasloka-mahapatra.hashnode.dev¡Jul 21 ¡ 7 min readMemory Banks: Is this the missing piece? Over the last year, AI coding assistants have gone from being a novelty to becoming part of many developers' daily workflow. Whether you're using Cline, Cursor, Windsurf, Roo, or any of the newer AI-p00
PMPunyasloka Mahapatrainpunyasloka-mahapatra.hashnode.dev¡Mar 22 ¡ 5 min readđ OpenClaw Is TrendingâBut Does It Actually Fix AI Development?If youâve been following the AI space recently, youâve probably noticed one thingâOpenClaw has been all over the trends. Itâs popping up in discussions, developer threads, and conversations around mod00
PMPunyasloka Mahapatrainpunyasloka-mahapatra.hashnode.dev¡Mar 14 ¡ 8 min readđď¸ Inside Vector Databases: The Technology Powering Semantic Search and AI AssistantsModern AI systems are expected to understand meaning, not just words. Imagine searching for something in your internal knowledge base. You type: How can I improve my coding skills?â But the system f00
PMPunyasloka Mahapatrainpunyasloka-mahapatra.hashnode.dev¡Jan 25 ¡ 5 min readđ§ľWhy Threads Matter: A Practical Guide to Concurrency in JavaIf youâve ever booked a cab during rush hour, you know how much happens in just a few seconds. The app checks nearby drivers, calculates fare, applies surge pricing, estimates arrival time, and confirms your booking â all without making you wait afte...00