Dr. Anil Variyar

AI researcher and educator specializing in Retrieval-Augmented Generation (RAG) and agentic-ai. Known for conceptual clarity in explaining complex AI workflows through practical examples.

• RAG vs Agents video (2026-04-14): Demonstrates key differences using weather forecasting application:
  • Standard LLMs cannot provide real-time data (e.g., future weather forecasts) without external knowledge
  • rag enhances LLMs by retrieving relevant information from knowledge bases before generation
  • agentic-ai autonomously execute multi-step workflows (e.g., querying APIs → processing → generating responses)
• Focuses on practical implementation boundaries between augmentation (RAG) and autonomous action (Agents)

Backlink: 2026 04 14 Difference between RAG and Agents for workflow

Source Notes

• 2026-04-23: https://www.youtube.com/watch?v=WYqhc802nqk Here is a detailed breakdown of the video “RAG vs Agents” by Dr. Anil Variyar. Video Summary Dr. Anil Variyar provides a visual and conceptual breakdown of the differences between Retrieval-Augmented Generation (RAG) and AI Agents (Difference between RAG and Agents for workflow)
• 2026-04-14: # Difference between RAG and Agents for workflow --- --- https://www.youtube.com/watch?v=WYqhc802nqk Here is a detailed breakdown of the video “RAG vs Agents” by Dr. Anil Variyar. Video Summary Dr. Anil Variyar provides a vi (Difference between RAG and Agents for workflow)