Session Video - Foundations of Generative AI, LLM Workflow, Tokens, and MCP Access

The agenda for this session included:

  • Understanding AI limitations with public and private data access
  • Exploring Model Context Protocol and its role in external data connectivity
  • Comparing MCP with Retrieval Augmented Generation approach
  • Learning how LLM processes input through tokens and embeddings
  • Understanding Vector Database, NLP, NLU and NLG flow
  • Breaking down GPT as Generative Pretrained Transformer
  • Building conceptual foundation before AI driven coding and development

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