https://dayalmoulik.github.io/posts/Recent content in Posts on Moulik Dayal | Data Scientist & AI Curriculum EngineerHugo -- gohugo.ioenMon, 06 Jul 2026 00:00:00 +0000https://dayalmoulik.github.io/posts/triseva-multi-agent-rag/Mon, 06 Jul 2026 00:00:00 +0000https://dayalmoulik.github.io/posts/triseva-multi-agent-rag/<h2 id="introduction">Introduction</h2> <p>In the current landscape of Large Language Models (LLMs), retrieving accurate information from domain-specific documents is a major challenge. Standard Retrieval-Augmented Generation (RAG) systems often fail when dealing with complex terminology and structured files across highly diverse sectors like Healthcare, Law, and Agriculture.</p> <p>To solve this, I designed <strong>TRISEVA</strong> (a Multi-Agent Retrieval-Augmented System) as part of my M.Tech dissertation at BITS Pilani.</p> <h2 id="architecture">Architecture</h2> <p>TRISEVA employs a modular multi-agent architecture where specialized agents collaborate to analyze, retrieve, and formulate explainable answers:</p>