Video

[1hr Talk] Intro to Large Language Models

Andrej Karpathy · youtube.com

[1hr Talk] Intro to Large Language Models

Still the best one-hour mental model of what an LLM actually is before you build on one.

Watch on YouTube ↗

The question it answers

  1. How do founders ship their first AI feature (APIs, wrappers, RAG in plain terms)?

Read with it

  1. Video Deep Dive into LLMs like ChatGPT Andrej Karpathy
  2. Video RAG Explained For Beginners KodeKloud
  3. Video Build and Deploy a RAG Chatbot with JavaScript, LangChain.js, Next.js freeCodeCamp (Ania Kubow)
  4. Free, thorough, and taught by the engineer who wrote much of LangChain's RAG tooling. freecodecamp.org Course Learn RAG from Scratch (Python tutorial from a LangChain engineer) freeCodeCamp (Lance Martin, LangChain)
  5. The follow-on course for when your prototype RAG needs to survive real users. freecodecamp.org Course Production RAG with LangChain and Vector Databases freeCodeCamp
  6. The primary source for letting the model trigger your app's actions, the step from chatbot to feature. developers.openai.com Guide Function calling (OpenAI API docs) OpenAI
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