What is Similarity Search? Why does it exist? Where does it appear in Embeddings for Retrieval?
Draw or describe a visual model of Similarity Search. What does it look like conceptually?
Implement Similarity Search from scratch in Python. Keep it minimal — just enough to see it work.
Try Similarity Search on a real example. Vary the inputs and observe what changes.
Explain Similarity Search in plain language using an analogy. Could a non-expert follow it?