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

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