data/videos.json

[
  {
    "id": "01",
    "title": "RAG and Embeddings Explained in Plain English",
    "description": "Explaining RAG and embeddings in plain English. No jargon. No math. Just the core concepts, broken down so anyone can understand.",
    "thumbnail_url": "images/video_thumbnails/01.png",
    "url": "https://www.linkedin.com/posts/tharushika-abedheera-3396311a4_explaining-rag-and-embeddings-in-plain-english-activity-7379239387819274240-__h6"
  },
  {
    "id": "02",
    "title": "Reflection Design Pattern in AI Agents Explained Simply!",
    "description": "In this short tutorial, I walk through how reflection works in AI Agents. You’ll learn how this pattern forms the foundation for self-improving AI systems.",
    "thumbnail_url": "images/video_thumbnails/02.png",
    "url": "https://www.linkedin.com/posts/tharushika-abedheera-3396311a4_ai-machinelearning-agents-activity-7390137862027005952-iI2u"
  }
]