Kshitiz Parashar

Why a Planner‑Led Multi‑Agent System Leaves the One‑Agent Model Behind
Deep-dive into a multi-agent LLM architecture transforming e-commerce with specialized AI for support, sales, and customer experience.

RAG to Agentic: The Next Leap in AI Customer Support
Deep dive into how Agentic AI Chatbots beat RAG bots in customer support. ROI proof, guardrails, and a rollout roadmap for an AI chatbot for customer service or an eCommerce chatbot.

Agentic Chunking: Enhancing RAG Answers for Completeness and Accuracy
Learn how Smart, Agentic Chunking improves context preservation in Retrieval Augmented Generation (RAG) system. Thereby, helping build smarter AI agents for customer support.