Inside an LLM: Tokens, Embeddings & Vector Databases Explained (Beginner Friendly) - AI made simple
What actually happens inside ChatGPT when you type a question?
When you ask, “What is quantum computing?”, it feels like the AI understands you. But inside a Large Language Model (LLM), something very different is happening.
In this video, we break down the full journey of your question:
How sentences are split into tokens
How tokens become embeddings
How embeddings become vectors in high-dimensional space
How a vector database performs similarity search
And how the LLM generates a final response using probability
You’ll understand:
✔ What tokens really are
✔ What embeddings actually …
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